QuAcc/quacc.log

17903 lines
1.5 MiB

----------------------------------------------------------------------------------------------------
30/10/23 14:14:05| INFO: dataset imdb
----------------------------------------------------------------------------------------------------
30/10/23 14:14:24| INFO: dataset imdb
30/10/23 14:14:31| INFO: Dataset sample 0.90 of dataset imdb started
30/10/23 14:14:35| WARNING: Method ref failed. Exception: 'dict' object has no attribute 'Keys'
30/10/23 14:14:35| WARNING: Method atc_mc failed. Exception: 'dict' object has no attribute 'Keys'
30/10/23 14:14:35| WARNING: Method atc_ne failed. Exception: 'dict' object has no attribute 'Keys'
30/10/23 14:14:42| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 14:14:52| WARNING: Method mul_sld failed. Exception: 'dict' object has no attribute 'Keys'
30/10/23 14:14:52| INFO: Dataset sample 0.90 of dataset imdb finished [took 21.1198s]
30/10/23 14:14:52| WARNING: Dataset sample 0.90 of dataset imdb failed. Exception: No objects to concatenate
30/10/23 14:14:52| ERROR: Configuration imdb_1prevs failed. Exception: 'module' object is not callable
30/10/23 14:14:52| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable
----------------------------------------------------------------------------------------------------
30/10/23 14:16:15| INFO: dataset imdb
30/10/23 14:16:22| INFO: Dataset sample 0.90 of dataset imdb started
30/10/23 14:16:34| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 14:16:36| INFO: ref finished [took 11.6636s]
30/10/23 14:16:39| INFO: atc_mc finished [took 14.8672s]
30/10/23 14:16:39| INFO: atc_ne finished [took 14.8614s]
30/10/23 14:16:49| INFO: mul_sld finished [took 24.6212s]
30/10/23 14:16:49| INFO: Dataset sample 0.90 of dataset imdb finished [took 26.7805s]
30/10/23 14:16:49| INFO: Dataset sample 0.80 of dataset imdb started
30/10/23 14:17:02| INFO: ref finished [took 13.0129s]
30/10/23 14:17:06| INFO: atc_mc finished [took 16.0277s]
30/10/23 14:17:06| INFO: atc_ne finished [took 16.1381s]
30/10/23 14:17:17| INFO: mul_sld finished [took 28.1917s]
30/10/23 14:17:23| INFO: mul_sld_bcts finished [took 33.5628s]
30/10/23 14:17:23| INFO: Dataset sample 0.80 of dataset imdb finished [took 34.3680s]
30/10/23 14:17:23| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 14:17:36| INFO: ref finished [took 12.5930s]
30/10/23 14:17:40| INFO: atc_mc finished [took 16.1461s]
30/10/23 14:17:40| INFO: atc_ne finished [took 16.1788s]
30/10/23 14:17:52| INFO: mul_sld finished [took 28.5367s]
30/10/23 14:18:00| INFO: mul_sld_bcts finished [took 36.0452s]
30/10/23 14:18:00| INFO: Dataset sample 0.50 of dataset imdb finished [took 36.7488s]
30/10/23 14:18:00| INFO: Dataset sample 0.20 of dataset imdb started
30/10/23 14:18:13| INFO: ref finished [took 12.3910s]
30/10/23 14:18:17| INFO: atc_mc finished [took 15.8804s]
30/10/23 14:18:17| INFO: atc_ne finished [took 15.7115s]
30/10/23 14:18:32| INFO: mul_sld_bcts finished [took 31.9997s]
30/10/23 14:18:34| INFO: mul_sld finished [took 33.3735s]
30/10/23 14:18:34| INFO: Dataset sample 0.20 of dataset imdb finished [took 33.9557s]
30/10/23 14:18:34| INFO: Dataset sample 0.10 of dataset imdb started
30/10/23 14:18:44| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 14:18:46| INFO: ref finished [took 11.7451s]
30/10/23 14:18:50| INFO: atc_mc finished [took 15.2294s]
30/10/23 14:18:50| INFO: atc_ne finished [took 15.1239s]
30/10/23 14:18:55| INFO: mul_sld finished [took 21.3092s]
30/10/23 14:18:55| INFO: Dataset sample 0.10 of dataset imdb finished [took 21.7186s]
30/10/23 14:18:55| ERROR: Configuration imdb_1prevs failed. Exception: 'mul_sld_bcts'
30/10/23 14:18:55| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable
----------------------------------------------------------------------------------------------------
30/10/23 14:32:36| INFO: dataset imdb
30/10/23 14:32:43| INFO: Dataset sample 0.90 of dataset imdb started
30/10/23 14:32:56| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 14:32:58| INFO: ref finished [took 12.0197s]
30/10/23 14:33:01| INFO: atc_mc finished [took 15.0884s]
30/10/23 14:33:01| INFO: atc_ne finished [took 15.0503s]
30/10/23 14:33:10| INFO: mul_sld finished [took 24.4470s]
30/10/23 14:33:10| INFO: Dataset sample 0.90 of dataset imdb finished [took 26.6099s]
30/10/23 14:33:10| INFO: Dataset sample 0.80 of dataset imdb started
30/10/23 14:33:23| INFO: ref finished [took 12.1812s]
30/10/23 14:33:27| INFO: atc_mc finished [took 15.5589s]
30/10/23 14:33:27| INFO: atc_ne finished [took 15.5283s]
30/10/23 14:33:38| INFO: mul_sld finished [took 27.1282s]
30/10/23 14:33:44| INFO: mul_sld_bcts finished [took 33.1098s]
30/10/23 14:33:44| INFO: Dataset sample 0.80 of dataset imdb finished [took 33.9196s]
30/10/23 14:33:44| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 14:33:57| INFO: ref finished [took 12.5959s]
30/10/23 14:34:01| INFO: atc_mc finished [took 15.9389s]
30/10/23 14:34:01| INFO: atc_ne finished [took 16.0795s]
30/10/23 14:34:13| INFO: mul_sld finished [took 28.1568s]
30/10/23 14:34:20| INFO: mul_sld_bcts finished [took 35.7147s]
30/10/23 14:34:20| INFO: Dataset sample 0.50 of dataset imdb finished [took 36.3828s]
30/10/23 14:34:20| INFO: Dataset sample 0.20 of dataset imdb started
30/10/23 14:34:33| INFO: ref finished [took 12.2399s]
30/10/23 14:34:37| INFO: atc_mc finished [took 15.4570s]
30/10/23 14:34:37| INFO: atc_ne finished [took 15.5302s]
30/10/23 14:34:52| INFO: mul_sld_bcts finished [took 31.1972s]
30/10/23 14:34:54| INFO: mul_sld finished [took 32.9409s]
30/10/23 14:34:54| INFO: Dataset sample 0.20 of dataset imdb finished [took 33.5034s]
30/10/23 14:34:54| INFO: Dataset sample 0.10 of dataset imdb started
30/10/23 14:35:04| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 14:35:06| INFO: ref finished [took 11.6742s]
30/10/23 14:35:09| INFO: atc_mc finished [took 14.8324s]
30/10/23 14:35:10| INFO: atc_ne finished [took 14.8661s]
30/10/23 14:35:15| INFO: mul_sld finished [took 21.1356s]
30/10/23 14:35:15| INFO: Dataset sample 0.10 of dataset imdb finished [took 21.5814s]
30/10/23 14:35:15| ERROR: Configuration imdb_1prevs failed. Exception: ('acc', None)
30/10/23 14:35:15| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable
----------------------------------------------------------------------------------------------------
30/10/23 14:37:47| INFO: dataset imdb
30/10/23 14:37:54| INFO: Dataset sample 0.90 of dataset imdb started
30/10/23 14:38:07| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 14:38:09| INFO: ref finished [took 12.0443s]
30/10/23 14:38:12| INFO: atc_mc finished [took 14.8929s]
30/10/23 14:38:12| INFO: atc_ne finished [took 15.0431s]
30/10/23 14:38:21| INFO: mul_sld finished [took 24.7987s]
30/10/23 14:38:21| INFO: Dataset sample 0.90 of dataset imdb finished [took 27.0182s]
30/10/23 14:38:21| INFO: Dataset sample 0.80 of dataset imdb started
30/10/23 14:38:35| INFO: ref finished [took 12.4504s]
30/10/23 14:38:38| INFO: atc_mc finished [took 16.1560s]
30/10/23 14:38:39| INFO: atc_ne finished [took 16.1785s]
30/10/23 14:38:49| INFO: mul_sld finished [took 27.0617s]
30/10/23 14:38:55| INFO: mul_sld_bcts finished [took 32.7384s]
30/10/23 14:38:55| INFO: Dataset sample 0.80 of dataset imdb finished [took 33.5347s]
30/10/23 14:38:55| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 14:39:08| INFO: ref finished [took 12.4381s]
30/10/23 14:39:11| INFO: atc_mc finished [took 15.6709s]
30/10/23 14:39:11| INFO: atc_ne finished [took 15.7319s]
30/10/23 14:39:23| INFO: mul_sld finished [took 27.9301s]
30/10/23 14:39:31| INFO: mul_sld_bcts finished [took 35.5094s]
30/10/23 14:39:31| INFO: Dataset sample 0.50 of dataset imdb finished [took 36.1333s]
30/10/23 14:39:31| INFO: Dataset sample 0.20 of dataset imdb started
30/10/23 14:39:44| INFO: ref finished [took 12.0382s]
30/10/23 14:39:47| INFO: atc_mc finished [took 15.0164s]
30/10/23 14:39:47| INFO: atc_ne finished [took 15.1080s]
30/10/23 14:40:02| INFO: mul_sld_bcts finished [took 30.9659s]
30/10/23 14:40:04| INFO: mul_sld finished [took 32.9418s]
30/10/23 14:40:04| INFO: Dataset sample 0.20 of dataset imdb finished [took 33.4681s]
30/10/23 14:40:04| INFO: Dataset sample 0.10 of dataset imdb started
30/10/23 14:40:14| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 14:40:17| INFO: ref finished [took 11.8501s]
30/10/23 14:40:20| INFO: atc_mc finished [took 14.8473s]
30/10/23 14:40:21| INFO: atc_ne finished [took 15.2000s]
30/10/23 14:40:26| INFO: mul_sld finished [took 21.4799s]
30/10/23 14:40:26| INFO: Dataset sample 0.10 of dataset imdb finished [took 21.9220s]
30/10/23 14:40:26| ERROR: Configuration imdb_1prevs failed. Exception: NDFrame.droplevel() got an unexpected keyword argument 'index'
30/10/23 14:40:26| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable
----------------------------------------------------------------------------------------------------
30/10/23 14:42:13| INFO: dataset imdb
30/10/23 14:42:20| INFO: Dataset sample 0.90 of dataset imdb started
30/10/23 14:42:33| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 14:42:34| INFO: ref finished [took 12.1951s]
30/10/23 14:42:38| INFO: atc_ne finished [took 15.3431s]
30/10/23 14:42:38| INFO: atc_mc finished [took 15.4508s]
30/10/23 14:42:47| INFO: mul_sld finished [took 25.0246s]
30/10/23 14:42:47| INFO: Dataset sample 0.90 of dataset imdb finished [took 27.1381s]
30/10/23 14:42:47| INFO: Dataset sample 0.80 of dataset imdb started
30/10/23 14:43:00| INFO: ref finished [took 12.3269s]
30/10/23 14:43:04| INFO: atc_ne finished [took 15.9216s]
30/10/23 14:43:04| INFO: atc_mc finished [took 16.1140s]
30/10/23 14:43:16| INFO: mul_sld finished [took 28.0575s]
30/10/23 14:43:22| INFO: mul_sld_bcts finished [took 33.9201s]
30/10/23 14:43:22| INFO: Dataset sample 0.80 of dataset imdb finished [took 34.7703s]
30/10/23 14:43:22| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 14:43:35| INFO: ref finished [took 12.6508s]
30/10/23 14:43:39| INFO: atc_mc finished [took 16.0527s]
30/10/23 14:43:39| INFO: atc_ne finished [took 16.0515s]
30/10/23 14:43:50| INFO: mul_sld finished [took 28.1061s]
30/10/23 14:43:57| INFO: mul_sld_bcts finished [took 34.9278s]
30/10/23 14:43:57| INFO: Dataset sample 0.50 of dataset imdb finished [took 35.6587s]
30/10/23 14:43:57| INFO: Dataset sample 0.20 of dataset imdb started
30/10/23 14:44:10| INFO: ref finished [took 12.0801s]
30/10/23 14:44:14| INFO: atc_mc finished [took 15.4685s]
30/10/23 14:44:14| INFO: atc_ne finished [took 15.4165s]
30/10/23 14:44:29| INFO: mul_sld_bcts finished [took 31.5628s]
30/10/23 14:44:31| INFO: mul_sld finished [took 33.3113s]
30/10/23 14:44:31| INFO: Dataset sample 0.20 of dataset imdb finished [took 33.8828s]
30/10/23 14:44:31| INFO: Dataset sample 0.10 of dataset imdb started
30/10/23 14:44:41| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 14:44:44| INFO: ref finished [took 11.6822s]
30/10/23 14:44:47| INFO: atc_mc finished [took 14.8091s]
30/10/23 14:44:47| INFO: atc_ne finished [took 14.7900s]
30/10/23 14:44:53| INFO: mul_sld finished [took 21.0390s]
30/10/23 14:44:53| INFO: Dataset sample 0.10 of dataset imdb finished [took 21.4515s]
30/10/23 14:44:53| ERROR: Configuration imdb_1prevs failed. Exception: 'function' object has no attribute 'index'
30/10/23 14:44:53| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable
----------------------------------------------------------------------------------------------------
30/10/23 14:46:34| INFO: dataset imdb
30/10/23 14:46:41| INFO: Dataset sample 0.90 of dataset imdb started
30/10/23 14:46:54| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 14:46:56| INFO: ref finished [took 12.5001s]
30/10/23 14:46:59| INFO: atc_mc finished [took 15.5415s]
30/10/23 14:46:59| INFO: atc_ne finished [took 15.6358s]
30/10/23 14:47:08| INFO: mul_sld finished [took 24.5102s]
30/10/23 14:47:08| INFO: Dataset sample 0.90 of dataset imdb finished [took 26.5553s]
30/10/23 14:47:08| INFO: Dataset sample 0.80 of dataset imdb started
30/10/23 14:47:21| INFO: ref finished [took 12.0997s]
30/10/23 14:47:24| INFO: atc_mc finished [took 15.4285s]
30/10/23 14:47:24| INFO: atc_ne finished [took 15.5599s]
30/10/23 14:47:36| INFO: mul_sld finished [took 27.6146s]
30/10/23 14:47:43| INFO: mul_sld_bcts finished [took 34.2610s]
30/10/23 14:47:43| INFO: Dataset sample 0.80 of dataset imdb finished [took 35.0096s]
30/10/23 14:47:43| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 14:47:56| INFO: ref finished [took 12.1238s]
30/10/23 14:48:00| INFO: atc_mc finished [took 15.6990s]
30/10/23 14:48:00| INFO: atc_ne finished [took 15.8708s]
30/10/23 14:48:11| INFO: mul_sld finished [took 28.0048s]
30/10/23 14:48:20| INFO: mul_sld_bcts finished [took 36.1524s]
30/10/23 14:48:20| INFO: Dataset sample 0.50 of dataset imdb finished [took 36.8480s]
30/10/23 14:48:20| INFO: Dataset sample 0.20 of dataset imdb started
30/10/23 14:48:32| INFO: ref finished [took 11.3690s]
30/10/23 14:48:35| INFO: atc_mc finished [took 14.3092s]
30/10/23 14:48:35| INFO: atc_ne finished [took 14.4043s]
30/10/23 14:48:51| INFO: mul_sld_bcts finished [took 30.2595s]
30/10/23 14:48:52| INFO: mul_sld finished [took 31.4270s]
30/10/23 14:48:52| INFO: Dataset sample 0.20 of dataset imdb finished [took 31.9598s]
30/10/23 14:48:52| INFO: Dataset sample 0.10 of dataset imdb started
30/10/23 14:49:02| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 14:49:04| INFO: ref finished [took 12.1449s]
30/10/23 14:49:08| INFO: atc_mc finished [took 15.0332s]
30/10/23 14:49:08| INFO: atc_ne finished [took 15.3463s]
30/10/23 14:49:13| INFO: mul_sld finished [took 21.2802s]
30/10/23 14:49:13| INFO: Dataset sample 0.10 of dataset imdb finished [took 21.7079s]
30/10/23 14:49:14| ERROR: Configuration imdb_1prevs failed. Exception: unsupported operand type(s) for -: 'list' and 'list'
30/10/23 14:49:14| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable
----------------------------------------------------------------------------------------------------
30/10/23 15:10:08| INFO: dataset imdb
30/10/23 15:10:14| INFO: Dataset sample 0.90 of dataset imdb started
30/10/23 15:10:26| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 15:10:27| INFO: ref finished [took 10.8100s]
30/10/23 15:10:30| INFO: atc_mc finished [took 13.5996s]
30/10/23 15:10:30| INFO: atc_ne finished [took 13.6110s]
30/10/23 15:10:39| INFO: mul_sld finished [took 22.7361s]
30/10/23 15:10:39| INFO: Dataset sample 0.90 of dataset imdb finished [took 24.8056s]
30/10/23 15:10:39| INFO: Dataset sample 0.80 of dataset imdb started
30/10/23 15:10:51| INFO: ref finished [took 10.9293s]
30/10/23 15:10:54| INFO: atc_mc finished [took 13.8377s]
30/10/23 15:10:54| INFO: atc_ne finished [took 13.9983s]
30/10/23 15:11:05| INFO: mul_sld finished [took 25.1977s]
30/10/23 15:11:11| INFO: mul_sld_bcts finished [took 31.1124s]
30/10/23 15:11:11| INFO: Dataset sample 0.80 of dataset imdb finished [took 31.8294s]
30/10/23 15:11:11| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 15:11:23| INFO: ref finished [took 11.0056s]
30/10/23 15:11:26| INFO: atc_mc finished [took 14.3946s]
30/10/23 15:11:27| INFO: atc_ne finished [took 14.6355s]
30/10/23 15:11:38| INFO: mul_sld finished [took 26.2697s]
30/10/23 15:11:45| INFO: mul_sld_bcts finished [took 33.8992s]
30/10/23 15:11:45| INFO: Dataset sample 0.50 of dataset imdb finished [took 34.4963s]
30/10/23 15:11:45| INFO: Dataset sample 0.20 of dataset imdb started
30/10/23 15:11:57| INFO: ref finished [took 10.9836s]
30/10/23 15:12:00| INFO: atc_mc finished [took 13.8378s]
30/10/23 15:12:00| INFO: atc_ne finished [took 13.8318s]
30/10/23 15:12:16| INFO: mul_sld_bcts finished [took 29.9813s]
30/10/23 15:12:17| INFO: mul_sld finished [took 30.7175s]
30/10/23 15:12:17| INFO: Dataset sample 0.20 of dataset imdb finished [took 31.2508s]
30/10/23 15:12:17| INFO: Dataset sample 0.10 of dataset imdb started
30/10/23 15:12:26| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 15:12:28| INFO: ref finished [took 10.4376s]
30/10/23 15:12:31| INFO: atc_ne finished [took 13.3510s]
30/10/23 15:12:31| INFO: atc_mc finished [took 13.5172s]
30/10/23 15:12:37| INFO: mul_sld finished [took 19.7440s]
30/10/23 15:12:37| INFO: Dataset sample 0.10 of dataset imdb finished [took 20.1519s]
30/10/23 15:12:37| ERROR: Configuration imdb_1prevs failed. Exception: ufunc 'isfinite' not supported for the input types, and the inputs could not be safely coerced to any supported types according to the casting rule ''safe''
30/10/23 15:12:37| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable
----------------------------------------------------------------------------------------------------
30/10/23 17:12:41| INFO: dataset imdb
30/10/23 17:12:48| INFO: Dataset sample 0.90 of dataset imdb started
30/10/23 17:13:01| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 17:13:03| INFO: ref finished [took 12.6699s]
30/10/23 17:13:07| INFO: atc_ne finished [took 15.6073s]
30/10/23 17:13:07| INFO: atc_mc finished [took 15.6695s]
30/10/23 17:13:15| INFO: mul_sld finished [took 24.8617s]
30/10/23 17:13:15| INFO: Dataset sample 0.90 of dataset imdb finished [took 27.6018s]
30/10/23 17:13:15| INFO: Dataset sample 0.80 of dataset imdb started
30/10/23 17:13:29| INFO: ref finished [took 12.6205s]
30/10/23 17:13:33| INFO: atc_mc finished [took 16.2005s]
30/10/23 17:13:33| INFO: atc_ne finished [took 16.2091s]
30/10/23 17:13:43| INFO: mul_sld finished [took 27.1113s]
30/10/23 17:13:49| INFO: mul_sld_bcts finished [took 33.3939s]
30/10/23 17:13:49| INFO: Dataset sample 0.80 of dataset imdb finished [took 34.1222s]
30/10/23 17:13:49| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 17:14:04| INFO: ref finished [took 13.2345s]
30/10/23 17:14:07| INFO: atc_mc finished [took 16.5475s]
30/10/23 17:14:07| INFO: atc_ne finished [took 16.6557s]
30/10/23 17:14:19| INFO: mul_sld finished [took 28.8817s]
30/10/23 17:14:27| INFO: mul_sld_bcts finished [took 36.5726s]
30/10/23 17:14:27| INFO: Dataset sample 0.50 of dataset imdb finished [took 37.2057s]
30/10/23 17:14:27| INFO: Dataset sample 0.20 of dataset imdb started
30/10/23 17:14:39| INFO: ref finished [took 11.7051s]
30/10/23 17:14:42| INFO: atc_mc finished [took 14.8335s]
30/10/23 17:14:43| INFO: atc_ne finished [took 15.0826s]
30/10/23 17:14:59| INFO: mul_sld_bcts finished [took 31.7685s]
30/10/23 17:15:00| INFO: mul_sld finished [took 33.2861s]
30/10/23 17:15:00| INFO: Dataset sample 0.20 of dataset imdb finished [took 33.8225s]
30/10/23 17:15:00| INFO: Dataset sample 0.10 of dataset imdb started
30/10/23 17:15:11| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 17:15:13| INFO: ref finished [took 12.0927s]
30/10/23 17:15:17| INFO: atc_mc finished [took 15.4201s]
30/10/23 17:15:17| INFO: atc_ne finished [took 15.5212s]
30/10/23 17:15:23| INFO: mul_sld finished [took 21.7236s]
30/10/23 17:15:23| INFO: Dataset sample 0.10 of dataset imdb finished [took 22.2065s]
30/10/23 17:15:23| ERROR: Configuration imdb_1prevs failed. Exception: operands could not be broadcast together with shapes (0,) (0,21)
30/10/23 17:15:23| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable
----------------------------------------------------------------------------------------------------
30/10/23 17:16:39| INFO: dataset imdb
30/10/23 17:16:46| INFO: Dataset sample 0.90 of dataset imdb started
30/10/23 17:16:58| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 17:17:00| INFO: ref finished [took 11.7575s]
30/10/23 17:17:03| INFO: atc_ne finished [took 14.7709s]
30/10/23 17:17:03| INFO: atc_mc finished [took 14.8925s]
30/10/23 17:17:12| INFO: mul_sld finished [took 23.7037s]
30/10/23 17:17:12| INFO: Dataset sample 0.90 of dataset imdb finished [took 25.8491s]
30/10/23 17:17:12| INFO: Dataset sample 0.80 of dataset imdb started
30/10/23 17:17:25| INFO: ref finished [took 12.2081s]
30/10/23 17:17:28| INFO: atc_ne finished [took 15.3145s]
30/10/23 17:17:28| INFO: atc_mc finished [took 15.5166s]
30/10/23 17:17:39| INFO: mul_sld finished [took 26.7520s]
30/10/23 17:17:45| INFO: mul_sld_bcts finished [took 32.0850s]
30/10/23 17:17:45| INFO: Dataset sample 0.80 of dataset imdb finished [took 32.8702s]
30/10/23 17:17:45| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 17:17:57| INFO: ref finished [took 11.9494s]
30/10/23 17:18:01| INFO: atc_mc finished [took 15.3034s]
30/10/23 17:18:01| INFO: atc_ne finished [took 15.3254s]
30/10/23 17:18:12| INFO: mul_sld finished [took 27.2902s]
30/10/23 17:18:20| INFO: mul_sld_bcts finished [took 34.4237s]
30/10/23 17:18:20| INFO: Dataset sample 0.50 of dataset imdb finished [took 35.1216s]
30/10/23 17:18:20| INFO: Dataset sample 0.20 of dataset imdb started
30/10/23 17:18:32| INFO: ref finished [took 11.7945s]
30/10/23 17:18:35| INFO: atc_mc finished [took 14.9218s]
30/10/23 17:18:36| INFO: atc_ne finished [took 14.9745s]
30/10/23 17:18:51| INFO: mul_sld_bcts finished [took 30.7287s]
30/10/23 17:18:53| INFO: mul_sld finished [took 32.5641s]
30/10/23 17:18:53| INFO: Dataset sample 0.20 of dataset imdb finished [took 33.0982s]
30/10/23 17:18:53| INFO: Dataset sample 0.10 of dataset imdb started
30/10/23 17:19:02| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 17:19:05| INFO: ref finished [took 11.4568s]
30/10/23 17:19:08| INFO: atc_mc finished [took 14.4778s]
30/10/23 17:19:08| INFO: atc_ne finished [took 14.5099s]
30/10/23 17:19:14| INFO: mul_sld finished [took 20.5183s]
30/10/23 17:19:14| INFO: Dataset sample 0.10 of dataset imdb finished [took 20.9251s]
30/10/23 17:19:14| ERROR: Configuration imdb_1prevs failed. Exception: operands could not be broadcast together with shapes (0,) (0,21)
30/10/23 17:19:14| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable
----------------------------------------------------------------------------------------------------
----------------------------------------------------------------------------------------------------
----------------------------------------------------------------------------------------------------
----------------------------------------------------------------------------------------------------
----------------------------------------------------------------------------------------------------
----------------------------------------------------------------------------------------------------
----------------------------------------------------------------------------------------------------
----------------------------------------------------------------------------------------------------
----------------------------------------------------------------------------------------------------
----------------------------------------------------------------------------------------------------
----------------------------------------------------------------------------------------------------
30/10/23 19:57:49| INFO: dataset imdb
30/10/23 19:58:00| INFO: Dataset sample 0.90 of dataset imdb started
30/10/23 19:58:11| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 19:58:22| INFO: ref finished [took 20.9010s]
30/10/23 19:58:29| INFO: atc_ne finished [took 27.8453s]
30/10/23 19:58:29| INFO: atc_mc finished [took 28.1079s]
30/10/23 19:58:37| INFO: mul_sld finished [took 36.1699s]
30/10/23 19:58:37| INFO: Dataset sample 0.90 of dataset imdb finished [took 36.7140s]
30/10/23 19:58:37| INFO: Dataset sample 0.80 of dataset imdb started
30/10/23 19:59:01| INFO: ref finished [took 23.2803s]
30/10/23 19:59:09| INFO: atc_ne finished [took 31.1099s]
30/10/23 19:59:09| INFO: atc_mc finished [took 31.5916s]
30/10/23 19:59:19| INFO: mul_sld finished [took 41.5113s]
30/10/23 19:59:24| INFO: mul_sld_bcts finished [took 46.6603s]
30/10/23 19:59:24| INFO: Dataset sample 0.80 of dataset imdb finished [took 47.4989s]
30/10/23 19:59:24| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 19:59:49| INFO: ref finished [took 23.6312s]
30/10/23 19:59:57| INFO: atc_ne finished [took 31.5195s]
30/10/23 19:59:57| INFO: atc_mc finished [took 31.8197s]
30/10/23 20:00:08| INFO: mul_sld finished [took 42.8675s]
30/10/23 20:00:15| INFO: mul_sld_bcts finished [took 50.5527s]
30/10/23 20:00:16| INFO: Dataset sample 0.50 of dataset imdb finished [took 51.3659s]
30/10/23 20:00:16| INFO: Dataset sample 0.20 of dataset imdb started
30/10/23 20:00:41| INFO: ref finished [took 24.2178s]
30/10/23 20:00:48| INFO: atc_mc finished [took 31.9886s]
30/10/23 20:00:49| INFO: atc_ne finished [took 32.1537s]
30/10/23 20:01:03| INFO: mul_sld_bcts finished [took 46.2477s]
30/10/23 20:01:07| INFO: mul_sld finished [took 50.8912s]
30/10/23 20:01:07| INFO: Dataset sample 0.20 of dataset imdb finished [took 51.4589s]
30/10/23 20:01:07| INFO: Dataset sample 0.10 of dataset imdb started
30/10/23 20:01:18| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 20:01:30| INFO: ref finished [took 22.6404s]
30/10/23 20:01:38| INFO: atc_mc finished [took 29.8371s]
30/10/23 20:01:38| INFO: atc_ne finished [took 30.2098s]
30/10/23 20:01:41| INFO: mul_sld finished [took 33.6271s]
30/10/23 20:01:41| INFO: Dataset sample 0.10 of dataset imdb finished [took 34.1993s]
30/10/23 20:01:42| ERROR: Configuration imdb_1prevs failed. Exception: operands could not be broadcast together with shapes (0,) (0,21)
30/10/23 20:01:42| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable
----------------------------------------------------------------------------------------------------
30/10/23 20:05:04| INFO: dataset imdb
30/10/23 20:05:14| INFO: Dataset sample 0.90 of dataset imdb started
30/10/23 20:05:26| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 20:05:38| INFO: ref finished [took 22.7241s]
30/10/23 20:05:45| INFO: atc_mc finished [took 29.9191s]
30/10/23 20:05:45| INFO: atc_ne finished [took 29.8405s]
30/10/23 20:05:52| INFO: mul_sld finished [took 37.4045s]
30/10/23 20:05:52| INFO: Dataset sample 0.90 of dataset imdb finished [took 37.9554s]
30/10/23 20:05:52| INFO: Dataset sample 0.80 of dataset imdb started
30/10/23 20:06:17| INFO: ref finished [took 23.2465s]
30/10/23 20:06:25| INFO: atc_ne finished [took 31.0138s]
30/10/23 20:06:25| INFO: atc_mc finished [took 31.1341s]
30/10/23 20:06:34| INFO: mul_sld finished [took 40.8777s]
30/10/23 20:06:40| INFO: mul_sld_bcts finished [took 46.7083s]
30/10/23 20:06:40| INFO: Dataset sample 0.80 of dataset imdb finished [took 47.5062s]
30/10/23 20:06:40| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 20:07:05| INFO: ref finished [took 24.3375s]
30/10/23 20:07:15| INFO: atc_mc finished [took 33.8014s]
30/10/23 20:07:15| INFO: atc_ne finished [took 33.7355s]
30/10/23 20:07:25| INFO: mul_sld finished [took 44.2891s]
30/10/23 20:07:32| INFO: mul_sld_bcts finished [took 51.2404s]
30/10/23 20:07:32| INFO: Dataset sample 0.50 of dataset imdb finished [took 51.9917s]
30/10/23 20:07:32| INFO: Dataset sample 0.20 of dataset imdb started
30/10/23 20:07:55| INFO: ref finished [took 21.6828s]
30/10/23 20:08:01| INFO: atc_mc finished [took 28.2369s]
30/10/23 20:08:01| INFO: atc_ne finished [took 28.4328s]
30/10/23 20:08:15| INFO: mul_sld_bcts finished [took 41.9176s]
30/10/23 20:08:18| INFO: mul_sld finished [took 45.4999s]
30/10/23 20:08:18| INFO: Dataset sample 0.20 of dataset imdb finished [took 46.0301s]
30/10/23 20:08:18| INFO: Dataset sample 0.10 of dataset imdb started
30/10/23 20:08:28| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 20:08:38| INFO: ref finished [took 19.4082s]
30/10/23 20:08:45| INFO: atc_mc finished [took 26.2343s]
30/10/23 20:08:45| INFO: atc_ne finished [took 26.2322s]
30/10/23 20:08:48| INFO: mul_sld finished [took 29.8392s]
30/10/23 20:08:48| INFO: Dataset sample 0.10 of dataset imdb finished [took 30.3563s]
----------------------------------------------------------------------------------------------------
30/10/23 20:29:28| INFO: dataset imdb
30/10/23 20:29:38| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 20:29:59| INFO: ref finished [took 19.1581s]
30/10/23 20:30:06| INFO: atc_mc finished [took 26.3398s]
30/10/23 20:30:07| INFO: atc_ne finished [took 26.4359s]
30/10/23 20:30:07| INFO: Dataset sample 0.50 of dataset imdb finished [took 28.7984s]
----------------------------------------------------------------------------------------------------
30/10/23 20:31:50| INFO: dataset imdb
30/10/23 20:32:00| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 20:33:59|INFO: ref finished [took 118.1306s]
----------------------------------------------------------------------------------------------------
30/10/23 20:36:06| INFO: dataset imdb
30/10/23 20:36:17| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 20:38:52|WARNING: Method ref failed. Exception: "['acc_score' 'f1_score' 'ref'] not in index"
30/10/23 20:41:28|WARNING: Method atc_mc failed. Exception: "['acc' 'acc_score' 'atc_mc' 'f1' 'f1_score'] not in index"
30/10/23 20:41:32|WARNING: Method atc_ne failed. Exception: "['acc' 'acc_score' 'atc_ne' 'f1' 'f1_score'] not in index"
30/10/23 20:41:32| INFO: Dataset sample 0.50 of dataset imdb finished [took 315.4626s]
30/10/23 20:41:32| WARNING: Dataset sample 0.50 of dataset imdb failed. Exception: No objects to concatenate
30/10/23 20:41:32| ERROR: Configuration imdb_1prevs failed. Exception: 'module' object is not callable
30/10/23 20:41:32| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable
----------------------------------------------------------------------------------------------------
30/10/23 20:41:43| INFO: dataset imdb
30/10/23 20:41:54| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 20:42:26| WARNING: Method ref failed. Exception: Shape of passed values is (2, 1), indices imply (1, 2)
30/10/23 20:43:01| WARNING: Method atc_mc failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4)
30/10/23 20:43:08| WARNING: Method atc_ne failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4)
30/10/23 20:43:08| INFO: Dataset sample 0.50 of dataset imdb finished [took 73.6011s]
30/10/23 20:43:08| WARNING: Dataset sample 0.50 of dataset imdb failed. Exception: No objects to concatenate
30/10/23 20:43:08| ERROR: Configuration imdb_1prevs failed. Exception: 'module' object is not callable
30/10/23 20:43:08| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable
----------------------------------------------------------------------------------------------------
30/10/23 20:44:25| INFO: dataset imdb
30/10/23 20:44:35| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 20:44:37| WARNING: Method ref failed. Exception: Shape of passed values is (2, 1), indices imply (1, 2)
30/10/23 20:44:37| WARNING: Method atc_mc failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4)
30/10/23 20:44:38| WARNING: Method atc_ne failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4)
30/10/23 20:44:38| INFO: Dataset sample 0.50 of dataset imdb finished [took 2.6758s]
30/10/23 20:44:38| WARNING: Dataset sample 0.50 of dataset imdb failed. Exception: No objects to concatenate
30/10/23 20:44:38| ERROR: Configuration imdb_1prevs failed. Exception: 'module' object is not callable
30/10/23 20:44:38| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable
----------------------------------------------------------------------------------------------------
30/10/23 20:47:08| INFO: dataset imdb
30/10/23 20:47:18| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 20:47:20| WARNING: Method ref failed. Exception: Shape of passed values is (2, 1), indices imply (1, 2)
30/10/23 20:47:21| WARNING: Method atc_mc failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4)
30/10/23 20:47:21| WARNING: Method atc_ne failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4)
30/10/23 20:47:21| INFO: Dataset sample 0.50 of dataset imdb finished [took 2.6147s]
30/10/23 20:47:21| WARNING: Dataset sample 0.50 of dataset imdb failed. Exception: No objects to concatenate
30/10/23 20:47:21| ERROR: Configuration imdb_1prevs failed. Exception: No objects to concatenate
----------------------------------------------------------------------------------------------------
30/10/23 20:50:07| INFO: dataset imdb
30/10/23 20:50:17| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 20:50:19| WARNING: Method ref failed. Exception: Shape of passed values is (2, 1), indices imply (1, 2)
30/10/23 20:50:20| WARNING: Method atc_mc failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4)
30/10/23 20:50:20| WARNING: Method atc_ne failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4)
30/10/23 20:50:20| INFO: Dataset sample 0.50 of dataset imdb finished [took 2.5897s]
30/10/23 20:50:20| WARNING: Dataset sample 0.50 of dataset imdb failed. Exception: No objects to concatenate
30/10/23 20:50:20| ERROR: Configuration imdb_1prevs failed. Exception: No objects to concatenate
----------------------------------------------------------------------------------------------------
30/10/23 20:51:29| INFO: dataset imdb
30/10/23 20:51:39| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 20:51:42| WARNING: Method ref failed. Exception: Shape of passed values is (2, 1), indices imply (1, 2)
30/10/23 20:51:42| WARNING: Method atc_mc failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4)
30/10/23 20:51:42| WARNING: Method atc_ne failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4)
30/10/23 20:51:42| INFO: Dataset sample 0.50 of dataset imdb finished [took 2.5821s]
30/10/23 20:51:42| WARNING: Dataset sample 0.50 of dataset imdb failed. Exception: No objects to concatenate
30/10/23 20:51:42| ERROR: Configuration imdb_1prevs failed. Exception: No objects to concatenate
----------------------------------------------------------------------------------------------------
30/10/23 20:56:28| INFO: dataset imdb
30/10/23 20:56:38| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 20:56:40| WARNING: Method ref failed. Exception: cannot reshape array of size 1 into shape (1,2)
30/10/23 20:56:40| WARNING: Method atc_mc failed. Exception: cannot reshape array of size 1 into shape (1,4)
30/10/23 20:56:40| WARNING: Method atc_ne failed. Exception: cannot reshape array of size 1 into shape (1,4)
30/10/23 20:56:40| INFO: Dataset sample 0.50 of dataset imdb finished [took 2.6150s]
30/10/23 20:56:40| WARNING: Dataset sample 0.50 of dataset imdb failed. Exception: No objects to concatenate
30/10/23 20:56:40| ERROR: Configuration imdb_1prevs failed. Exception: No objects to concatenate
----------------------------------------------------------------------------------------------------
30/10/23 20:57:13| INFO: dataset imdb
30/10/23 20:57:23| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 20:59:40| WARNING: Method ref failed. Exception: cannot reshape array of size 1 into shape (1,2)
30/10/23 20:59:51| WARNING: Method atc_mc failed. Exception: cannot reshape array of size 1 into shape (1,4)
30/10/23 20:59:52| WARNING: Method atc_ne failed. Exception: cannot reshape array of size 1 into shape (1,4)
30/10/23 20:59:52| INFO: Dataset sample 0.50 of dataset imdb finished [took 149.2395s]
30/10/23 20:59:52| WARNING: Dataset sample 0.50 of dataset imdb failed. Exception: No objects to concatenate
30/10/23 20:59:52| ERROR: Configuration imdb_1prevs failed. Exception: No objects to concatenate
----------------------------------------------------------------------------------------------------
30/10/23 21:00:04| INFO: dataset imdb
30/10/23 21:00:14| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 21:01:33| INFO: ref finished [took 78.2917s]
30/10/23 21:01:42| INFO: atc_mc finished [took 86.9003s]
----------------------------------------------------------------------------------------------------
30/10/23 21:01:59| INFO: dataset imdb
30/10/23 21:02:09| INFO: Dataset sample 0.50 of dataset imdb started
----------------------------------------------------------------------------------------------------
30/10/23 21:04:09| INFO: dataset imdb
30/10/23 21:04:19| INFO: Dataset sample 0.50 of dataset imdb started
----------------------------------------------------------------------------------------------------
30/10/23 21:06:25| INFO: dataset imdb
30/10/23 21:06:35| INFO: Dataset sample 0.50 of dataset imdb started
----------------------------------------------------------------------------------------------------
30/10/23 21:07:33| INFO: dataset imdb
30/10/23 21:07:43| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 21:07:45| WARNING: Method ref failed. Exception: setting an array element with a sequence.
30/10/23 21:07:45| WARNING: Method atc_mc failed. Exception: setting an array element with a sequence.
30/10/23 21:07:45| WARNING: Method atc_ne failed. Exception: setting an array element with a sequence.
30/10/23 21:07:45| INFO: Dataset sample 0.50 of dataset imdb finished [took 2.5382s]
30/10/23 21:07:45| WARNING: Dataset sample 0.50 of dataset imdb failed. Exception: No objects to concatenate
30/10/23 21:07:45| ERROR: Configuration imdb_1prevs failed. Exception: No objects to concatenate
----------------------------------------------------------------------------------------------------
30/10/23 21:09:07| INFO: dataset imdb
30/10/23 21:09:16| INFO: Dataset sample 0.50 of dataset imdb started
----------------------------------------------------------------------------------------------------
30/10/23 21:10:48| INFO: dataset imdb
30/10/23 21:10:58| INFO: Dataset sample 0.50 of dataset imdb started
----------------------------------------------------------------------------------------------------
30/10/23 21:18:53| INFO: dataset imdb
30/10/23 21:19:03| INFO: Dataset sample 0.50 of dataset imdb started
----------------------------------------------------------------------------------------------------
30/10/23 21:22:03| INFO: dataset imdb
30/10/23 21:22:12| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 21:22:31| INFO: ref finished [took 17.0861s]
30/10/23 21:22:37| INFO: atc_mc finished [took 23.6279s]
30/10/23 21:22:38| INFO: atc_ne finished [took 23.7395s]
30/10/23 21:22:38| INFO: Dataset sample 0.50 of dataset imdb finished [took 25.2007s]
----------------------------------------------------------------------------------------------------
30/10/23 21:29:55| INFO: dataset imdb
30/10/23 21:30:05| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 21:30:23| INFO: ref finished [took 16.7801s]
30/10/23 21:30:30| INFO: atc_mc finished [took 23.5645s]
30/10/23 21:30:30| INFO: atc_ne finished [took 23.5639s]
30/10/23 21:30:30| INFO: Dataset sample 0.50 of dataset imdb finished [took 25.0459s]
----------------------------------------------------------------------------------------------------
30/10/23 21:33:45| INFO: dataset imdb
30/10/23 21:33:55| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 21:34:13| INFO: ref finished [took 17.0169s]
30/10/23 21:34:20| INFO: atc_mc finished [took 23.4725s]
30/10/23 21:34:20| INFO: atc_ne finished [took 23.5928s]
30/10/23 21:34:20| INFO: Dataset sample 0.50 of dataset imdb finished [took 24.9542s]
----------------------------------------------------------------------------------------------------
30/10/23 21:37:32| INFO: dataset imdb
30/10/23 21:37:39| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 21:37:49| INFO: ref finished [took 8.9050s]
30/10/23 21:37:52| INFO: atc_mc finished [took 11.7412s]
30/10/23 21:37:52| INFO: atc_ne finished [took 11.7256s]
30/10/23 21:37:52| INFO: Dataset sample 0.50 of dataset imdb finished [took 12.9758s]
30/10/23 21:37:53| ERROR: Configuration imdb_1prevs failed. Exception: only integers, slices (`:`), ellipsis (`...`), numpy.newaxis (`None`) and integer or boolean arrays are valid indices
----------------------------------------------------------------------------------------------------
30/10/23 21:39:14| INFO: dataset imdb
30/10/23 21:39:21| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 21:39:31| INFO: ref finished [took 8.5615s]
30/10/23 21:39:34| INFO: atc_mc finished [took 11.4156s]
30/10/23 21:39:34| INFO: atc_ne finished [took 11.4156s]
30/10/23 21:39:34| INFO: Dataset sample 0.50 of dataset imdb finished [took 12.7024s]
30/10/23 21:39:35| ERROR: Configuration imdb_1prevs failed. Exception: only integers, slices (`:`), ellipsis (`...`), numpy.newaxis (`None`) and integer or boolean arrays are valid indices
----------------------------------------------------------------------------------------------------
30/10/23 21:40:51| INFO: dataset imdb
30/10/23 21:41:01| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 21:41:19| INFO: ref finished [took 16.7164s]
30/10/23 21:41:26| INFO: atc_mc finished [took 23.3181s]
30/10/23 21:41:26| INFO: atc_ne finished [took 23.4811s]
30/10/23 21:41:26| INFO: Dataset sample 0.50 of dataset imdb finished [took 24.9698s]
----------------------------------------------------------------------------------------------------
30/10/23 21:43:25| INFO: dataset imdb
30/10/23 21:43:35| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 21:43:53| INFO: ref finished [took 16.9333s]
30/10/23 21:44:00| INFO: atc_mc finished [took 23.4183s]
30/10/23 21:44:00| INFO: atc_ne finished [took 23.4274s]
30/10/23 21:44:00| INFO: Dataset sample 0.50 of dataset imdb finished [took 24.9308s]
30/10/23 21:44:19| ERROR: Configuration imdb_1prevs failed. Exception: only integers, slices (`:`), ellipsis (`...`), numpy.newaxis (`None`) and integer or boolean arrays are valid indices
----------------------------------------------------------------------------------------------------
30/10/23 21:45:16| INFO: dataset imdb
30/10/23 21:45:26| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 21:45:44| INFO: ref finished [took 17.6768s]
30/10/23 21:45:51| INFO: atc_mc finished [took 24.3756s]
30/10/23 21:45:52| INFO: atc_ne finished [took 24.5307s]
30/10/23 21:45:52| INFO: Dataset sample 0.50 of dataset imdb finished [took 25.8971s]
----------------------------------------------------------------------------------------------------
30/10/23 21:48:20| INFO: dataset imdb
30/10/23 21:48:27| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 21:48:36| INFO: ref finished [took 8.6456s]
30/10/23 21:48:39| INFO: atc_mc finished [took 11.2686s]
30/10/23 21:48:39| INFO: atc_ne finished [took 11.3112s]
30/10/23 21:48:39| INFO: Dataset sample 0.50 of dataset imdb finished [took 12.5747s]
30/10/23 21:48:40| ERROR: Configuration imdb_1prevs failed. Exception: NDFrame.droplevel() got an unexpected keyword argument 'index'
----------------------------------------------------------------------------------------------------
30/10/23 21:49:49| INFO: dataset imdb
30/10/23 21:49:55| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 21:50:05| INFO: ref finished [took 8.6556s]
30/10/23 21:50:08| INFO: atc_mc finished [took 11.6953s]
30/10/23 21:50:08| INFO: atc_ne finished [took 11.6000s]
30/10/23 21:50:08| INFO: Dataset sample 0.50 of dataset imdb finished [took 12.8578s]
30/10/23 21:50:09| ERROR: Configuration imdb_1prevs failed. Exception: 'NoneType' object has no attribute 'groupby'
----------------------------------------------------------------------------------------------------
30/10/23 21:50:57| INFO: dataset imdb
30/10/23 21:51:07| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 21:51:25| INFO: ref finished [took 17.0426s]
30/10/23 21:51:31| INFO: atc_mc finished [took 23.5734s]
30/10/23 21:51:31| INFO: atc_ne finished [took 23.5276s]
30/10/23 21:51:31| INFO: Dataset sample 0.50 of dataset imdb finished [took 24.8200s]
----------------------------------------------------------------------------------------------------
30/10/23 21:55:21| INFO: dataset imdb
30/10/23 21:55:27| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 21:55:37| INFO: ref finished [took 8.8453s]
30/10/23 21:55:40| INFO: atc_mc finished [took 11.5585s]
30/10/23 21:55:40| INFO: atc_ne finished [took 11.5871s]
30/10/23 21:55:40| INFO: Dataset sample 0.50 of dataset imdb finished [took 12.8416s]
30/10/23 21:55:41| ERROR: Configuration imdb_1prevs failed. Exception: 'DatasetReport' object has no attribute 'fit_scores'
----------------------------------------------------------------------------------------------------
30/10/23 21:57:00| INFO: dataset imdb
30/10/23 21:57:06| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 21:57:16| INFO: ref finished [took 8.5540s]
30/10/23 21:57:19| INFO: atc_mc finished [took 11.4482s]
30/10/23 21:57:19| INFO: atc_ne finished [took 11.5399s]
30/10/23 21:57:19| INFO: Dataset sample 0.50 of dataset imdb finished [took 12.7681s]
30/10/23 21:57:20| ERROR: Configuration imdb_1prevs failed. Exception: 'DatasetReport' object has no attribute 'fit_scores'
----------------------------------------------------------------------------------------------------
30/10/23 21:57:38| INFO: dataset imdb
30/10/23 21:57:45| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 21:57:55| INFO: ref finished [took 8.7982s]
30/10/23 21:57:58| INFO: atc_mc finished [took 11.4787s]
30/10/23 21:57:58| INFO: atc_ne finished [took 11.5419s]
30/10/23 21:57:58| INFO: Dataset sample 0.50 of dataset imdb finished [took 12.8803s]
----------------------------------------------------------------------------------------------------
30/10/23 22:00:05| INFO: dataset imdb
30/10/23 22:00:12| INFO: Dataset sample 0.90 of dataset imdb started
30/10/23 22:00:21| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 22:00:22| INFO: ref finished [took 10.0983s]
30/10/23 22:00:25| INFO: atc_mc finished [took 13.0928s]
30/10/23 22:00:26| INFO: atc_ne finished [took 13.1088s]
30/10/23 22:00:34| INFO: mul_sld finished [took 22.3228s]
30/10/23 22:00:34| INFO: Dataset sample 0.90 of dataset imdb finished [took 22.7020s]
30/10/23 22:00:34| INFO: Dataset sample 0.80 of dataset imdb started
30/10/23 22:00:46| INFO: ref finished [took 10.5937s]
30/10/23 22:00:49| INFO: atc_mc finished [took 13.5008s]
30/10/23 22:00:49| INFO: atc_ne finished [took 13.7521s]
30/10/23 22:01:00| INFO: mul_sld finished [took 25.0319s]
30/10/23 22:01:06| INFO: mul_sld_bcts finished [took 31.0525s]
30/10/23 22:01:06| INFO: Dataset sample 0.80 of dataset imdb finished [took 31.7700s]
30/10/23 22:01:06| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 22:01:17| INFO: ref finished [took 10.6316s]
30/10/23 22:01:21| INFO: atc_ne finished [took 14.1054s]
30/10/23 22:01:21| INFO: atc_mc finished [took 14.4357s]
30/10/23 22:01:33| INFO: mul_sld finished [took 26.6800s]
30/10/23 22:01:41| INFO: mul_sld_bcts finished [took 34.4745s]
30/10/23 22:01:41| INFO: Dataset sample 0.50 of dataset imdb finished [took 35.1450s]
30/10/23 22:01:41| INFO: Dataset sample 0.20 of dataset imdb started
30/10/23 22:01:53| INFO: ref finished [took 10.7413s]
30/10/23 22:01:56| INFO: atc_ne finished [took 13.5169s]
30/10/23 22:01:56| INFO: atc_mc finished [took 13.5849s]
30/10/23 22:02:11| INFO: mul_sld_bcts finished [took 29.3981s]
30/10/23 22:02:12| INFO: mul_sld finished [took 30.6705s]
30/10/23 22:02:12| INFO: Dataset sample 0.20 of dataset imdb finished [took 31.2089s]
30/10/23 22:02:12| INFO: Dataset sample 0.10 of dataset imdb started
30/10/23 22:02:22| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 22:02:24| INFO: ref finished [took 10.3435s]
30/10/23 22:02:26| INFO: atc_mc finished [took 13.0763s]
30/10/23 22:02:27| INFO: atc_ne finished [took 13.2013s]
30/10/23 22:02:32| INFO: mul_sld finished [took 19.2237s]
30/10/23 22:02:32| INFO: Dataset sample 0.10 of dataset imdb finished [took 19.7097s]
----------------------------------------------------------------------------------------------------
30/10/23 22:07:59| INFO: dataset imdb
30/10/23 22:08:07| INFO: Dataset sample 0.90 of dataset imdb started
30/10/23 22:08:10| WARNING: Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
30/10/23 22:08:11| WARNING: Method bin_sld_bcts failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
30/10/23 22:08:11| WARNING: Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
30/10/23 22:08:11| WARNING: Method mul_sld_gs failed. Exception: a must be greater than 0 unless no samples are taken
30/10/23 22:08:18| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 22:08:20| INFO: ref finished [took 11.3765s]
30/10/23 22:08:23| INFO: atc_mc finished [took 14.2141s]
30/10/23 22:08:23| INFO: atc_ne finished [took 14.0568s]
30/10/23 22:08:31| INFO: mul_sld finished [took 23.9496s]
30/10/23 22:08:31| INFO: Dataset sample 0.90 of dataset imdb finished [took 24.5121s]
30/10/23 22:08:31| INFO: Dataset sample 0.80 of dataset imdb started
30/10/23 22:08:48| INFO: ref finished [took 14.8939s]
30/10/23 22:08:52| INFO: atc_mc finished [took 18.5014s]
30/10/23 22:08:52| INFO: atc_ne finished [took 18.4609s]
30/10/23 22:09:05| INFO: mul_sld finished [took 32.9898s]
30/10/23 22:09:12| INFO: mul_sld_bcts finished [took 39.3492s]
30/10/23 22:11:48| INFO: bin_sld_bcts finished [took 195.8293s]
30/10/23 22:11:49| INFO: bin_sld finished [took 196.6861s]
30/10/23 22:12:44| INFO: mul_sld_gs finished [took 250.9835s]
30/10/23 22:16:16| INFO: bin_sld_gs finished [took 462.9748s]
30/10/23 22:16:16| INFO: Dataset sample 0.80 of dataset imdb finished [took 464.4318s]
30/10/23 22:16:16| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 22:16:33| INFO: ref finished [took 15.2921s]
30/10/23 22:16:37| INFO: atc_mc finished [took 18.9592s]
30/10/23 22:16:37| INFO: atc_ne finished [took 19.1317s]
30/10/23 22:16:50| INFO: mul_sld finished [took 33.4304s]
30/10/23 22:16:59| INFO: mul_sld_bcts finished [took 42.3496s]
30/10/23 22:19:33| INFO: bin_sld finished [took 196.1571s]
30/10/23 22:19:36| INFO: bin_sld_bcts finished [took 199.7857s]
30/10/23 22:20:39| INFO: mul_sld_gs finished [took 261.6674s]
30/10/23 22:23:46| INFO: bin_sld_gs finished [took 449.3788s]
30/10/23 22:23:46| INFO: Dataset sample 0.50 of dataset imdb finished [took 450.7045s]
30/10/23 22:23:46| INFO: Dataset sample 0.20 of dataset imdb started
30/10/23 22:24:05| INFO: ref finished [took 16.4122s]
30/10/23 22:24:09| INFO: atc_mc finished [took 20.4920s]
30/10/23 22:24:09| INFO: atc_ne finished [took 20.3723s]
30/10/23 22:24:28| INFO: mul_sld_bcts finished [took 40.3400s]
30/10/23 22:24:30| INFO: mul_sld finished [took 43.2311s]
30/10/23 22:27:16| INFO: bin_sld_bcts finished [took 208.6113s]
30/10/23 22:27:21| INFO: bin_sld finished [took 214.1596s]
30/10/23 22:28:17| INFO: mul_sld_gs finished [took 269.1075s]
30/10/23 22:34:19| INFO: bin_sld_gs finished [took 630.9727s]
30/10/23 22:34:19| INFO: Dataset sample 0.20 of dataset imdb finished [took 632.2728s]
30/10/23 22:34:19| INFO: Dataset sample 0.10 of dataset imdb started
30/10/23 22:34:23| WARNING: Method mul_sld_gs failed. Exception: a must be greater than 0 unless no samples are taken
30/10/23 22:34:23| WARNING: Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
30/10/23 22:34:26| WARNING: Method bin_sld_bcts failed. Exception: Cannot have number of splits n_splits=5 greater than the number of samples: n_samples=4.
30/10/23 22:34:31| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 22:34:34| INFO: ref finished [took 13.7988s]
30/10/23 22:34:37| INFO: atc_mc finished [took 16.7490s]
30/10/23 22:34:38| INFO: atc_ne finished [took 16.7307s]
30/10/23 22:34:43| INFO: mul_sld finished [took 23.6079s]
30/10/23 22:36:42| WARNING: Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
30/10/23 22:36:42| INFO: Dataset sample 0.10 of dataset imdb finished [took 143.1097s]
----------------------------------------------------------------------------------------------------
30/10/23 22:49:25| INFO: dataset imdb
30/10/23 22:49:37| INFO: Dataset sample 0.90 of dataset imdb started
30/10/23 22:49:42| WARNING: Method mul_sld_gs failed. Exception: a must be greater than 0 unless no samples are taken
30/10/23 22:49:43| WARNING: Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
30/10/23 22:49:43| WARNING: Method bin_sld_bcts failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
30/10/23 22:49:43| WARNING: Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
30/10/23 22:49:51| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 22:50:02| INFO: ref finished [took 22.5398s]
30/10/23 22:50:09| INFO: atc_mc finished [took 29.3095s]
30/10/23 22:50:09| INFO: atc_ne finished [took 29.2984s]
30/10/23 22:50:16| INFO: mul_sld finished [took 37.6287s]
30/10/23 22:50:16| INFO: Dataset sample 0.90 of dataset imdb finished [took 38.3452s]
----------------------------------------------------------------------------------------------------
30/10/23 22:53:57| INFO: dataset imdb
30/10/23 22:54:09| INFO: Dataset sample 0.90 of dataset imdb started
30/10/23 22:54:13| WARNING: Method mul_sld_gs failed. Exception: a must be greater than 0 unless no samples are taken
30/10/23 22:54:14| WARNING: Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
30/10/23 22:54:15| WARNING: Method bin_sld_bcts failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
30/10/23 22:54:15| WARNING: Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
30/10/23 22:54:22| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 22:54:33| INFO: ref finished [took 22.4225s]
30/10/23 22:54:40| INFO: atc_ne finished [took 29.0085s]
30/10/23 22:54:41| INFO: atc_mc finished [took 29.6620s]
30/10/23 22:54:48| INFO: mul_sld finished [took 37.9580s]
30/10/23 22:54:48| INFO: Dataset sample 0.90 of dataset imdb finished [took 38.6632s]
----------------------------------------------------------------------------------------------------
30/10/23 23:02:33| INFO: dataset imdb
30/10/23 23:02:45| INFO: Dataset sample 0.90 of dataset imdb started
30/10/23 23:02:50| WARNING: Method mul_sld_gs failed. Exception: a must be greater than 0 unless no samples are taken
30/10/23 23:02:51| WARNING: Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
30/10/23 23:02:52| WARNING: Method bin_sld_bcts failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
30/10/23 23:02:52| WARNING: Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
30/10/23 23:02:59| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 23:03:10| INFO: ref finished [took 23.4021s]
30/10/23 23:03:17| INFO: atc_mc finished [took 30.1849s]
30/10/23 23:03:18| INFO: atc_ne finished [took 30.4116s]
30/10/23 23:03:25| INFO: mul_sld finished [took 38.6513s]
30/10/23 23:03:25| INFO: Dataset sample 0.90 of dataset imdb finished [took 39.3497s]
30/10/23 23:07:32| INFO: Dataset sample 0.80 of dataset imdb started
----------------------------------------------------------------------------------------------------
30/10/23 23:08:15| INFO: dataset imdb
30/10/23 23:08:26| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 23:08:51| INFO: ref finished [took 23.6855s]
30/10/23 23:08:59| INFO: atc_mc finished [took 31.1520s]
30/10/23 23:08:59| INFO: atc_ne finished [took 31.1659s]
30/10/23 23:09:10| INFO: mul_sld finished [took 42.2066s]
30/10/23 23:09:21| INFO: mul_sld_bcts finished [took 52.9631s]
30/10/23 23:09:21| INFO: Dataset sample 0.50 of dataset imdb finished [took 54.5286s]
----------------------------------------------------------------------------------------------------
30/10/23 23:14:11| INFO: dataset imdb
30/10/23 23:14:22| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 23:14:47| INFO: ref finished [took 22.8152s]
30/10/23 23:14:55| INFO: atc_mc finished [took 31.2100s]
30/10/23 23:14:55| INFO: atc_ne finished [took 31.2325s]
30/10/23 23:15:06| INFO: mul_sld finished [took 42.5389s]
30/10/23 23:15:16| INFO: mul_sld_bcts finished [took 52.7119s]
30/10/23 23:15:16| INFO: Dataset sample 0.50 of dataset imdb finished [took 54.2106s]
----------------------------------------------------------------------------------------------------
30/10/23 23:16:16| INFO: dataset imdb
30/10/23 23:16:27| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 23:16:51| INFO: ref finished [took 22.6482s]
30/10/23 23:17:00| INFO: atc_ne finished [took 30.5701s]
30/10/23 23:17:00| INFO: atc_mc finished [took 30.9988s]
30/10/23 23:17:10| INFO: mul_sld finished [took 41.9572s]
30/10/23 23:17:21| INFO: mul_sld_bcts finished [took 52.6091s]
30/10/23 23:17:21| INFO: Dataset sample 0.50 of dataset imdb finished [took 54.1182s]
----------------------------------------------------------------------------------------------------
30/10/23 23:20:27| INFO: dataset imdb
30/10/23 23:20:38| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 23:21:02| INFO: ref finished [took 22.7779s]
30/10/23 23:21:10| INFO: atc_mc finished [took 30.4191s]
30/10/23 23:21:10| INFO: atc_ne finished [took 30.8097s]
30/10/23 23:21:20| INFO: mul_sld finished [took 41.5927s]
30/10/23 23:21:32| INFO: mul_sld_bcts finished [took 52.6374s]
30/10/23 23:21:32| INFO: Dataset sample 0.50 of dataset imdb finished [took 54.1125s]
----------------------------------------------------------------------------------------------------
30/10/23 23:24:11| INFO: dataset imdb
30/10/23 23:24:22| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 23:24:46| INFO: ref finished [took 23.2007s]
30/10/23 23:24:54| INFO: atc_ne finished [took 30.9437s]
30/10/23 23:24:55| INFO: atc_mc finished [took 31.6008s]
30/10/23 23:25:05| INFO: mul_sld finished [took 42.0673s]
30/10/23 23:25:16| INFO: mul_sld_bcts finished [took 52.6228s]
30/10/23 23:25:16| INFO: Dataset sample 0.50 of dataset imdb finished [took 54.0611s]
----------------------------------------------------------------------------------------------------
30/10/23 23:33:01| INFO: dataset imdb
30/10/23 23:33:11| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 23:33:36| INFO: ref finished [took 22.9215s]
30/10/23 23:33:44| INFO: atc_mc finished [took 30.5897s]
30/10/23 23:33:44| INFO: atc_ne finished [took 30.4788s]
30/10/23 23:33:55| INFO: mul_sld finished [took 42.0598s]
30/10/23 23:34:05| INFO: mul_sld_bcts finished [took 52.1772s]
30/10/23 23:34:05| INFO: Dataset sample 0.50 of dataset imdb finished [took 53.6878s]
----------------------------------------------------------------------------------------------------
30/10/23 23:38:11| INFO: dataset imdb
30/10/23 23:38:22| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 23:38:47| INFO: ref finished [took 22.8046s]
30/10/23 23:38:56| INFO: atc_mc finished [took 31.5660s]
30/10/23 23:38:56| INFO: atc_ne finished [took 31.5269s]
30/10/23 23:39:06| INFO: mul_sld finished [took 42.2553s]
30/10/23 23:39:16| INFO: mul_sld_bcts finished [took 52.2602s]
30/10/23 23:39:16| INFO: Dataset sample 0.50 of dataset imdb finished [took 53.7890s]
----------------------------------------------------------------------------------------------------
30/10/23 23:46:40| INFO: dataset imdb
30/10/23 23:46:51| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 23:47:16| INFO: ref finished [took 22.8069s]
30/10/23 23:47:24| INFO: atc_mc finished [took 30.7916s]
30/10/23 23:47:24| INFO: atc_ne finished [took 30.8668s]
30/10/23 23:47:35| INFO: mul_sld finished [took 42.2809s]
30/10/23 23:47:45| INFO: mul_sld_bcts finished [took 52.5498s]
30/10/23 23:47:45| INFO: Dataset sample 0.50 of dataset imdb finished [took 54.0424s]
----------------------------------------------------------------------------------------------------
30/10/23 23:50:43| INFO: dataset imdb
30/10/23 23:50:50| INFO: Dataset sample 0.50 of dataset imdb started
30/10/23 23:51:04| INFO: ref finished [took 12.0863s]
30/10/23 23:51:07| INFO: atc_ne finished [took 15.0218s]
30/10/23 23:51:08| INFO: atc_mc finished [took 15.7900s]
30/10/23 23:51:20| INFO: mul_sld finished [took 28.7221s]
30/10/23 23:51:31| INFO: mul_sld_bcts finished [took 39.4698s]
30/10/23 23:51:31| INFO: Dataset sample 0.50 of dataset imdb finished [took 40.8506s]
----------------------------------------------------------------------------------------------------
30/10/23 23:52:29| INFO: dataset imdb
30/10/23 23:52:37| INFO: Dataset sample 0.90 of dataset imdb started
30/10/23 23:52:40| WARNING: Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
30/10/23 23:52:41| WARNING: Method bin_sld_bcts failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
30/10/23 23:52:41| WARNING: Method mul_sld_gs failed. Exception: a must be greater than 0 unless no samples are taken
30/10/23 23:52:41| WARNING: Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
30/10/23 23:52:48| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
30/10/23 23:52:50| INFO: ref finished [took 12.4800s]
30/10/23 23:52:53| INFO: atc_mc finished [took 15.1770s]
30/10/23 23:52:54| INFO: atc_ne finished [took 15.2184s]
30/10/23 23:53:02| INFO: mul_sld finished [took 24.9402s]
30/10/23 23:53:02| INFO: Dataset sample 0.90 of dataset imdb finished [took 25.4588s]
30/10/23 23:53:02| INFO: Dataset sample 0.80 of dataset imdb started
30/10/23 23:53:20| INFO: ref finished [took 16.3699s]
30/10/23 23:53:25| INFO: atc_ne finished [took 20.5069s]
30/10/23 23:53:25| INFO: atc_mc finished [took 20.7398s]
30/10/23 23:53:38| INFO: mul_sld finished [took 35.3572s]
30/10/23 23:53:45| INFO: mul_sld_bcts finished [took 41.8712s]
30/10/23 23:56:35| INFO: bin_sld finished [took 212.1758s]
30/10/23 23:56:36| INFO: bin_sld_bcts finished [took 213.3641s]
30/10/23 23:57:38| INFO: mul_sld_gs finished [took 274.6360s]
31/10/23 00:01:13| INFO: bin_sld_gs finished [took 490.0221s]
31/10/23 00:01:13| INFO: Dataset sample 0.80 of dataset imdb finished [took 491.4099s]
31/10/23 00:01:13| INFO: Dataset sample 0.50 of dataset imdb started
31/10/23 00:01:32| INFO: ref finished [took 17.1003s]
31/10/23 00:01:37| INFO: atc_ne finished [took 21.2159s]
31/10/23 00:01:37| INFO: atc_mc finished [took 21.6794s]
31/10/23 00:01:51| INFO: mul_sld finished [took 37.3507s]
31/10/23 00:02:01| INFO: mul_sld_bcts finished [took 46.7227s]
31/10/23 00:04:46| INFO: bin_sld finished [took 211.9902s]
31/10/23 00:04:48| INFO: bin_sld_bcts finished [took 213.3398s]
31/10/23 00:05:55| INFO: mul_sld_gs finished [took 279.4401s]
31/10/23 00:08:56| INFO: bin_sld_gs finished [took 461.6571s]
31/10/23 00:08:56| INFO: Dataset sample 0.50 of dataset imdb finished [took 462.8616s]
31/10/23 00:08:56| INFO: Dataset sample 0.20 of dataset imdb started
31/10/23 00:09:15| INFO: ref finished [took 17.3643s]
31/10/23 00:09:20| INFO: atc_mc finished [took 21.0373s]
31/10/23 00:09:20| INFO: atc_ne finished [took 21.2599s]
31/10/23 00:09:38| INFO: mul_sld_bcts finished [took 41.0473s]
31/10/23 00:09:41| INFO: mul_sld finished [took 43.7800s]
31/10/23 00:12:30| INFO: bin_sld_bcts finished [took 212.8639s]
31/10/23 00:12:32| INFO: bin_sld finished [took 215.5704s]
31/10/23 00:13:29| INFO: mul_sld_gs finished [took 270.7454s]
31/10/23 00:19:19| INFO: bin_sld_gs finished [took 621.7089s]
31/10/23 00:19:19| INFO: Dataset sample 0.20 of dataset imdb finished [took 623.1501s]
31/10/23 00:19:19| INFO: Dataset sample 0.10 of dataset imdb started
31/10/23 00:19:24| WARNING: Method mul_sld_gs failed. Exception: a must be greater than 0 unless no samples are taken
31/10/23 00:19:24| WARNING: Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
31/10/23 00:19:26| WARNING: Method bin_sld_bcts failed. Exception: Cannot have number of splits n_splits=5 greater than the number of samples: n_samples=4.
31/10/23 00:19:31| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3
31/10/23 00:19:35| INFO: ref finished [took 13.7926s]
31/10/23 00:19:38| INFO: atc_mc finished [took 16.8128s]
31/10/23 00:19:39| INFO: atc_ne finished [took 16.9032s]
31/10/23 00:19:44| INFO: mul_sld finished [took 23.7188s]
31/10/23 00:21:43| WARNING: Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
31/10/23 00:21:43| INFO: Dataset sample 0.10 of dataset imdb finished [took 143.1001s]
----------------------------------------------------------------------------------------------------
31/10/23 01:36:56| INFO: dataset imdb
31/10/23 01:37:04| INFO: Dataset sample 0.90 of dataset imdb started
31/10/23 01:37:13| WARNING: Method bin_sld_bcts failed. Exception: fun: nan
hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>
jac: array([ 1.06687127, -0.00373246, 0.00373246])
message: 'ABNORMAL_TERMINATION_IN_LNSRCH'
nfev: 53
nit: 34
njev: 53
status: 2
success: False
x: array([ 0.11536329, -12.93833991, 12.93833991])
31/10/23 01:37:24| INFO: ref finished [took 15.9844s]
31/10/23 01:37:28| INFO: atc_mc finished [took 19.7000s]
31/10/23 01:37:28| INFO: atc_ne finished [took 19.4612s]
31/10/23 01:37:39| INFO: mul_sld finished [took 33.2999s]
31/10/23 01:37:49| INFO: mul_sld_bcts finished [took 43.1402s]
31/10/23 01:40:23| INFO: bin_sld finished [took 197.7518s]
31/10/23 01:41:23| INFO: mul_sld_gs finished [took 256.4496s]
31/10/23 01:42:49| INFO: bin_sld_gs finished [took 342.7515s]
31/10/23 01:42:49| INFO: Dataset sample 0.90 of dataset imdb finished [took 344.8637s]
31/10/23 01:42:49| INFO: Dataset sample 0.50 of dataset imdb started
31/10/23 01:43:10| INFO: ref finished [took 17.6503s]
31/10/23 01:43:15| INFO: atc_mc finished [took 21.9510s]
31/10/23 01:43:15| INFO: atc_ne finished [took 21.5680s]
31/10/23 01:43:29| INFO: mul_sld finished [took 38.2515s]
31/10/23 01:43:41| INFO: mul_sld_bcts finished [took 48.9560s]
31/10/23 01:46:29| INFO: bin_sld_bcts finished [took 217.8464s]
31/10/23 01:46:29| INFO: bin_sld finished [took 218.6211s]
31/10/23 01:47:51| INFO: mul_sld_gs finished [took 298.6694s]
31/10/23 01:50:25| INFO: bin_sld_gs finished [took 452.8300s]
31/10/23 01:50:25| INFO: Dataset sample 0.50 of dataset imdb finished [took 455.3596s]
31/10/23 01:50:28| ERROR: Configuration imdb_2prevs failed. Exception: could not broadcast input array from shape (2100,7) into shape (2100,)
----------------------------------------------------------------------------------------------------
31/10/23 02:13:21| INFO: dataset imdb
31/10/23 02:13:29| INFO: Dataset sample 0.90 of dataset imdb started
31/10/23 02:13:37| WARNING: Method bin_sld_bcts failed. Exception: fun: nan
hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>
jac: array([ 1.06687127, -0.00373246, 0.00373246])
message: 'ABNORMAL_TERMINATION_IN_LNSRCH'
nfev: 53
nit: 34
njev: 53
status: 2
success: False
x: array([ 0.11536329, -12.93833991, 12.93833991])
31/10/23 02:13:48| INFO: ref finished [took 16.5509s]
31/10/23 02:13:52| INFO: atc_mc finished [took 20.3138s]
31/10/23 02:13:52| INFO: atc_ne finished [took 20.1191s]
31/10/23 02:14:02| INFO: mul_sld finished [took 32.5158s]
31/10/23 02:14:12| INFO: mul_sld_bcts finished [took 42.0654s]
31/10/23 02:16:44| INFO: bin_sld finished [took 193.9189s]
31/10/23 02:17:44| INFO: mul_sld_gs finished [took 252.9066s]
31/10/23 02:19:11| INFO: bin_sld_gs finished [took 339.9813s]
31/10/23 02:19:11| INFO: Dataset sample 0.90 of dataset imdb finished [took 341.6967s]
31/10/23 02:19:11| INFO: Dataset sample 0.50 of dataset imdb started
31/10/23 02:19:30| INFO: ref finished [took 16.1334s]
31/10/23 02:19:35| INFO: atc_mc finished [took 20.5691s]
31/10/23 02:19:35| INFO: atc_ne finished [took 20.0126s]
31/10/23 02:19:49| INFO: mul_sld finished [took 36.4597s]
31/10/23 02:20:02| INFO: mul_sld_bcts finished [took 48.7131s]
31/10/23 02:22:38| INFO: bin_sld finished [took 205.8577s]
31/10/23 02:22:41| INFO: bin_sld_bcts finished [took 208.1999s]
31/10/23 02:23:58| INFO: mul_sld_gs finished [took 284.9247s]
31/10/23 02:26:26| INFO: bin_sld_gs finished [took 432.5665s]
31/10/23 02:26:26| INFO: Dataset sample 0.50 of dataset imdb finished [took 435.0679s]
----------------------------------------------------------------------------------------------------
31/10/23 03:05:44| INFO: dataset rcv1_CCAT
31/10/23 03:05:49| INFO: Dataset sample 0.90 of dataset rcv1_CCAT started
31/10/23 03:06:59| INFO: kfcv finished [took 59.0143s]
31/10/23 03:06:59| INFO: ref finished [took 56.9074s]
31/10/23 03:07:03| INFO: doc_feat finished [took 49.0683s]
31/10/23 03:07:05| INFO: atc_mc finished [took 59.3988s]
31/10/23 03:07:07| INFO: atc_ne finished [took 58.0283s]
31/10/23 03:07:09| INFO: mul_sld finished [took 76.8284s]
31/10/23 03:07:19| INFO: mul_sld_bcts finished [took 84.0129s]
31/10/23 03:09:51| INFO: bin_sld_bcts finished [took 237.9395s]
31/10/23 03:09:53| INFO: bin_sld finished [took 242.1415s]
31/10/23 03:10:13| INFO: mul_sld_gs finished [took 255.3743s]
31/10/23 03:13:59| INFO: bin_sld_gs finished [took 483.0217s]
31/10/23 03:13:59| INFO: Dataset sample 0.90 of dataset rcv1_CCAT finished [took 489.9328s]
31/10/23 03:13:59| INFO: Dataset sample 0.80 of dataset rcv1_CCAT started
31/10/23 03:15:04| INFO: ref finished [took 53.0703s]
31/10/23 03:15:05| INFO: kfcv finished [took 55.9779s]
31/10/23 03:15:05| INFO: doc_feat finished [took 48.1315s]
31/10/23 03:15:10| INFO: atc_mc finished [took 56.8062s]
31/10/23 03:15:11| INFO: atc_ne finished [took 55.9933s]
31/10/23 03:15:20| INFO: mul_sld finished [took 77.2840s]
31/10/23 03:15:25| INFO: mul_sld_bcts finished [took 80.0502s]
31/10/23 03:17:55| INFO: bin_sld finished [took 233.0173s]
31/10/23 03:17:55| INFO: bin_sld_bcts finished [took 231.2358s]
31/10/23 03:18:59| INFO: mul_sld_gs finished [took 291.7573s]
31/10/23 03:21:50| INFO: bin_sld_gs finished [took 463.8743s]
31/10/23 03:21:50| INFO: Dataset sample 0.80 of dataset rcv1_CCAT finished [took 470.4706s]
31/10/23 03:21:50| INFO: Dataset sample 0.70 of dataset rcv1_CCAT started
31/10/23 03:22:52| INFO: doc_feat finished [took 46.9563s]
31/10/23 03:22:53| INFO: ref finished [took 52.8185s]
31/10/23 03:22:54| INFO: kfcv finished [took 55.3202s]
31/10/23 03:22:57| INFO: atc_mc finished [took 55.1482s]
31/10/23 03:22:58| INFO: atc_ne finished [took 54.7420s]
31/10/23 03:23:09| INFO: mul_sld finished [took 76.8111s]
31/10/23 03:23:14| INFO: mul_sld_bcts finished [took 80.0460s]
31/10/23 03:25:43| INFO: bin_sld finished [took 231.7146s]
31/10/23 03:25:44| INFO: bin_sld_bcts finished [took 230.9954s]
31/10/23 03:26:53| INFO: mul_sld_gs finished [took 296.5824s]
31/10/23 03:29:12| INFO: bin_sld_gs finished [took 437.2666s]
31/10/23 03:29:12| INFO: Dataset sample 0.70 of dataset rcv1_CCAT finished [took 442.6584s]
31/10/23 03:29:12| INFO: Dataset sample 0.60 of dataset rcv1_CCAT started
31/10/23 03:30:14| INFO: doc_feat finished [took 47.2841s]
31/10/23 03:30:15| INFO: ref finished [took 52.5819s]
31/10/23 03:30:16| INFO: kfcv finished [took 54.9735s]
31/10/23 03:30:19| INFO: atc_mc finished [took 55.5994s]
31/10/23 03:30:20| INFO: atc_ne finished [took 55.0062s]
31/10/23 03:30:30| INFO: mul_sld finished [took 75.3263s]
31/10/23 03:30:37| INFO: mul_sld_bcts finished [took 80.4052s]
31/10/23 03:33:04| INFO: bin_sld finished [took 229.9416s]
31/10/23 03:33:05| INFO: bin_sld_bcts finished [took 229.0971s]
31/10/23 03:34:12| INFO: mul_sld_gs finished [took 292.9916s]
31/10/23 03:37:15| INFO: bin_sld_gs finished [took 477.2157s]
31/10/23 03:37:15| INFO: Dataset sample 0.60 of dataset rcv1_CCAT finished [took 482.5150s]
31/10/23 03:37:15| INFO: Dataset sample 0.50 of dataset rcv1_CCAT started
31/10/23 03:38:17| INFO: doc_feat finished [took 47.6798s]
31/10/23 03:38:17| INFO: ref finished [took 52.2283s]
31/10/23 03:38:18| INFO: kfcv finished [took 54.3535s]
31/10/23 03:38:22| INFO: atc_mc finished [took 55.4316s]
31/10/23 03:38:23| INFO: atc_ne finished [took 55.3697s]
31/10/23 03:38:32| INFO: mul_sld finished [took 74.3762s]
31/10/23 03:38:39| INFO: mul_sld_bcts finished [took 79.7216s]
31/10/23 03:41:05| INFO: bin_sld finished [took 228.4963s]
31/10/23 03:41:08| INFO: bin_sld_bcts finished [took 230.0901s]
31/10/23 03:42:09| INFO: mul_sld_gs finished [took 287.8477s]
31/10/23 03:45:08| INFO: bin_sld_gs finished [took 467.2633s]
31/10/23 03:45:08| INFO: Dataset sample 0.50 of dataset rcv1_CCAT finished [took 472.6090s]
31/10/23 03:45:08| INFO: Dataset sample 0.40 of dataset rcv1_CCAT started
31/10/23 03:46:08| INFO: doc_feat finished [took 47.0674s]
31/10/23 03:46:09| INFO: ref finished [took 51.5844s]
31/10/23 03:46:09| INFO: kfcv finished [took 53.6481s]
31/10/23 03:46:14| INFO: atc_mc finished [took 55.3679s]
31/10/23 03:46:14| INFO: atc_ne finished [took 54.6174s]
31/10/23 03:46:21| INFO: mul_sld finished [took 71.5925s]
31/10/23 03:46:29| INFO: mul_sld_bcts finished [took 77.5938s]
31/10/23 03:48:55| INFO: bin_sld finished [took 226.3217s]
31/10/23 03:48:57| INFO: bin_sld_bcts finished [took 226.5561s]
31/10/23 03:50:04| INFO: mul_sld_gs finished [took 289.8958s]
31/10/23 03:53:13| INFO: bin_sld_gs finished [took 479.9650s]
31/10/23 03:53:13| INFO: Dataset sample 0.40 of dataset rcv1_CCAT finished [took 485.0438s]
31/10/23 03:53:13| INFO: Dataset sample 0.30 of dataset rcv1_CCAT started
31/10/23 03:54:15| INFO: doc_feat finished [took 47.1959s]
31/10/23 03:54:16| INFO: ref finished [took 52.7452s]
31/10/23 03:54:17| INFO: kfcv finished [took 55.3715s]
31/10/23 03:54:20| INFO: atc_mc finished [took 55.5749s]
31/10/23 03:54:21| INFO: atc_ne finished [took 54.8719s]
31/10/23 03:54:29| INFO: mul_sld finished [took 74.1932s]
31/10/23 03:54:37| INFO: mul_sld_bcts finished [took 80.1150s]
31/10/23 03:57:01| INFO: bin_sld finished [took 227.2338s]
31/10/23 03:57:06| INFO: bin_sld_bcts finished [took 229.7342s]
31/10/23 03:58:13| INFO: mul_sld_gs finished [took 293.4750s]
31/10/23 04:00:50| INFO: bin_sld_gs finished [took 451.3322s]
31/10/23 04:00:50| INFO: Dataset sample 0.30 of dataset rcv1_CCAT finished [took 456.9583s]
31/10/23 04:00:50| INFO: Dataset sample 0.20 of dataset rcv1_CCAT started
31/10/23 04:01:54| INFO: doc_feat finished [took 48.9670s]
31/10/23 04:01:54| INFO: ref finished [took 54.3281s]
31/10/23 04:01:55| INFO: kfcv finished [took 57.0798s]
31/10/23 04:01:59| INFO: atc_mc finished [took 57.5663s]
31/10/23 04:02:00| INFO: atc_ne finished [took 57.1756s]
31/10/23 04:02:07| INFO: mul_sld finished [took 74.8552s]
31/10/23 04:02:14| INFO: mul_sld_bcts finished [took 79.8097s]
31/10/23 04:04:43| INFO: bin_sld finished [took 231.6926s]
31/10/23 04:04:43| INFO: bin_sld_bcts finished [took 229.9267s]
31/10/23 04:05:23| INFO: mul_sld_gs finished [took 266.8226s]
31/10/23 04:08:36| INFO: bin_sld_gs finished [took 460.9384s]
31/10/23 04:08:36| INFO: Dataset sample 0.20 of dataset rcv1_CCAT finished [took 466.5653s]
31/10/23 04:08:36| INFO: Dataset sample 0.10 of dataset rcv1_CCAT started
31/10/23 04:08:46| WARNING: Method mul_sld_gs failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
31/10/23 04:08:46| WARNING: Method bin_sld_bcts failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
31/10/23 04:08:55| WARNING: Method mul_sld_bcts failed. Exception: fun: nan
hess_inv: <5x5 LbfgsInvHessProduct with dtype=float64>
jac: array([nan, nan, nan, nan, nan])
message: 'ABNORMAL_TERMINATION_IN_LNSRCH'
nfev: 21
nit: 0
njev: 21
status: 2
success: False
x: array([1., 0., 0., 0., 0.])
31/10/23 04:09:33| INFO: doc_feat finished [took 42.6167s]
31/10/23 04:09:33| INFO: ref finished [took 46.6961s]
31/10/23 04:09:33| INFO: kfcv finished [took 48.7570s]
31/10/23 04:09:37| INFO: atc_mc finished [took 49.6198s]
31/10/23 04:09:38| INFO: atc_ne finished [took 49.1195s]
31/10/23 04:09:42| INFO: mul_sld finished [took 63.1364s]
31/10/23 04:11:02| WARNING: Method bin_sld_gs failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
31/10/23 04:12:05| INFO: bin_sld finished [took 207.4063s]
31/10/23 04:12:05| INFO: Dataset sample 0.10 of dataset rcv1_CCAT finished [took 208.7423s]
31/10/23 04:12:16| ERROR: Configuration rcv1_CCAT_9prevs failed. Exception: 'DatasetReport' object has no attribute 'fit_scores'
----------------------------------------------------------------------------------------------------
31/10/23 11:30:20| INFO: dataset rcv1_CCAT
31/10/23 11:30:26| INFO: Dataset sample 0.90 of dataset rcv1_CCAT started
31/10/23 11:31:32| INFO: doc_feat finished [took 48.1486s]
31/10/23 11:31:32| INFO: ref finished [took 53.9235s]
31/10/23 11:31:33| INFO: kfcv finished [took 56.4175s]
31/10/23 11:31:37| INFO: atc_mc finished [took 57.2963s]
31/10/23 11:31:39| INFO: atc_ne finished [took 56.1470s]
31/10/23 11:31:43| INFO: mul_sld finished [took 74.0703s]
31/10/23 11:31:50| INFO: mul_sld_bcts finished [took 78.8253s]
31/10/23 11:34:16| INFO: bin_sld_bcts finished [took 225.7409s]
31/10/23 11:34:18| INFO: bin_sld finished [took 229.9705s]
31/10/23 11:34:42| INFO: mul_sld_gs finished [took 247.4756s]
31/10/23 11:38:30| INFO: bin_sld_gs finished [took 477.2173s]
31/10/23 11:38:30| INFO: Dataset sample 0.90 of dataset rcv1_CCAT finished [took 483.7632s]
31/10/23 11:38:30| INFO: Dataset sample 0.80 of dataset rcv1_CCAT started
31/10/23 11:39:32| INFO: doc_feat finished [took 47.0343s]
31/10/23 11:39:33| INFO: ref finished [took 52.5674s]
31/10/23 11:39:33| INFO: kfcv finished [took 54.5521s]
31/10/23 11:39:38| INFO: atc_mc finished [took 55.5394s]
31/10/23 11:39:38| INFO: atc_ne finished [took 54.9616s]
31/10/23 11:39:48| INFO: mul_sld finished [took 75.9068s]
31/10/23 11:39:53| INFO: mul_sld_bcts finished [took 78.1581s]
31/10/23 11:42:22| INFO: bin_sld finished [took 230.5536s]
31/10/23 11:42:23| INFO: bin_sld_bcts finished [took 229.2262s]
31/10/23 11:43:29| INFO: mul_sld_gs finished [took 291.7013s]
31/10/23 11:46:14| INFO: bin_sld_gs finished [took 457.9059s]
31/10/23 11:46:14| INFO: Dataset sample 0.80 of dataset rcv1_CCAT finished [took 463.5174s]
31/10/23 11:46:14| INFO: Dataset sample 0.70 of dataset rcv1_CCAT started
31/10/23 11:47:17| INFO: doc_feat finished [took 46.4490s]
31/10/23 11:47:17| INFO: ref finished [took 52.6852s]
31/10/23 11:47:17| INFO: kfcv finished [took 55.0158s]
31/10/23 11:47:21| INFO: atc_mc finished [took 55.4861s]
31/10/23 11:47:22| INFO: atc_ne finished [took 54.9236s]
31/10/23 11:47:32| INFO: mul_sld finished [took 75.5717s]
31/10/23 11:47:38| INFO: mul_sld_bcts finished [took 80.0893s]
31/10/23 11:50:02| INFO: bin_sld finished [took 226.8402s]
31/10/23 11:50:05| INFO: bin_sld_bcts finished [took 227.7311s]
31/10/23 11:51:15| INFO: mul_sld_gs finished [took 294.0087s]
31/10/23 11:53:36| INFO: bin_sld_gs finished [took 436.3031s]
31/10/23 11:53:36| INFO: Dataset sample 0.70 of dataset rcv1_CCAT finished [took 441.8200s]
31/10/23 11:53:36| INFO: Dataset sample 0.60 of dataset rcv1_CCAT started
31/10/23 11:54:37| INFO: doc_feat finished [took 47.1550s]
31/10/23 11:54:38| INFO: ref finished [took 52.2980s]
31/10/23 11:54:39| INFO: kfcv finished [took 54.5489s]
31/10/23 11:54:42| INFO: atc_mc finished [took 55.2076s]
31/10/23 11:54:43| INFO: atc_ne finished [took 54.6137s]
31/10/23 11:54:53| INFO: mul_sld finished [took 74.8407s]
31/10/23 11:54:59| INFO: mul_sld_bcts finished [took 79.4977s]
31/10/23 11:57:24| INFO: bin_sld finished [took 226.9209s]
31/10/23 11:57:26| INFO: bin_sld_bcts finished [took 227.3112s]
31/10/23 11:58:29| INFO: mul_sld_gs finished [took 286.1947s]
31/10/23 12:01:41| INFO: bin_sld_gs finished [took 479.8610s]
31/10/23 12:01:41| INFO: Dataset sample 0.60 of dataset rcv1_CCAT finished [took 485.3472s]
31/10/23 12:01:41| INFO: Dataset sample 0.50 of dataset rcv1_CCAT started
31/10/23 12:02:42| INFO: doc_feat finished [took 46.7340s]
31/10/23 12:02:42| INFO: ref finished [took 51.5482s]
31/10/23 12:02:43| INFO: kfcv finished [took 53.9559s]
31/10/23 12:02:47| INFO: atc_mc finished [took 54.7558s]
31/10/23 12:02:48| INFO: atc_ne finished [took 54.5216s]
31/10/23 12:02:57| INFO: mul_sld finished [took 73.4013s]
31/10/23 12:03:04| INFO: mul_sld_bcts finished [took 78.9197s]
31/10/23 12:05:30| INFO: bin_sld finished [took 227.3887s]
31/10/23 12:05:31| INFO: bin_sld_bcts finished [took 226.6540s]
31/10/23 12:06:37| INFO: mul_sld_gs finished [took 289.2631s]
31/10/23 12:09:30| INFO: bin_sld_gs finished [took 463.2754s]
31/10/23 12:09:30| INFO: Dataset sample 0.50 of dataset rcv1_CCAT finished [took 468.6356s]
31/10/23 12:09:30| INFO: Dataset sample 0.40 of dataset rcv1_CCAT started
31/10/23 12:10:30| INFO: doc_feat finished [took 47.0178s]
31/10/23 12:10:31| INFO: ref finished [took 51.8808s]
31/10/23 12:10:31| INFO: kfcv finished [took 53.6165s]
31/10/23 12:10:36| INFO: atc_mc finished [took 55.8052s]
31/10/23 12:10:36| INFO: atc_ne finished [took 55.0541s]
31/10/23 12:10:44| INFO: mul_sld finished [took 72.1431s]
31/10/23 12:10:52| INFO: mul_sld_bcts finished [took 78.0435s]
31/10/23 12:13:18| INFO: bin_sld finished [took 227.6364s]
31/10/23 12:13:20| INFO: bin_sld_bcts finished [took 227.4485s]
31/10/23 12:14:23| INFO: mul_sld_gs finished [took 287.2824s]
31/10/23 12:17:20| INFO: bin_sld_gs finished [took 465.4084s]
31/10/23 12:17:20| INFO: Dataset sample 0.40 of dataset rcv1_CCAT finished [took 470.5362s]
31/10/23 12:17:20| INFO: Dataset sample 0.30 of dataset rcv1_CCAT started
31/10/23 12:18:22| INFO: doc_feat finished [took 46.7203s]
31/10/23 12:18:24| INFO: ref finished [took 52.8941s]
31/10/23 12:18:24| INFO: kfcv finished [took 55.1602s]
31/10/23 12:18:27| INFO: atc_mc finished [took 55.1296s]
31/10/23 12:18:29| INFO: atc_ne finished [took 54.8176s]
31/10/23 12:18:36| INFO: mul_sld finished [took 73.6368s]
31/10/23 12:18:44| INFO: mul_sld_bcts finished [took 79.2444s]
31/10/23 12:21:09| INFO: bin_sld finished [took 227.4633s]
31/10/23 12:21:11| INFO: bin_sld_bcts finished [took 227.8848s]
31/10/23 12:22:18| INFO: mul_sld_gs finished [took 290.8750s]
31/10/23 12:25:01| INFO: bin_sld_gs finished [took 455.0492s]
31/10/23 12:25:01| INFO: Dataset sample 0.30 of dataset rcv1_CCAT finished [took 460.7077s]
31/10/23 12:25:01| INFO: Dataset sample 0.20 of dataset rcv1_CCAT started
31/10/23 12:26:04| INFO: doc_feat finished [took 48.7419s]
31/10/23 12:26:05| INFO: ref finished [took 53.9956s]
31/10/23 12:26:06| INFO: kfcv finished [took 56.7159s]
31/10/23 12:26:10| INFO: atc_mc finished [took 57.0141s]
31/10/23 12:26:11| INFO: atc_ne finished [took 56.6235s]
31/10/23 12:26:18| INFO: mul_sld finished [took 74.9361s]
31/10/23 12:26:24| INFO: mul_sld_bcts finished [took 78.6411s]
31/10/23 12:28:51| INFO: bin_sld finished [took 228.5964s]
31/10/23 12:28:51| INFO: bin_sld_bcts finished [took 226.9077s]
31/10/23 12:29:34| INFO: mul_sld_gs finished [took 265.9319s]
31/10/23 12:32:39| INFO: bin_sld_gs finished [took 452.9439s]
31/10/23 12:32:39| INFO: Dataset sample 0.20 of dataset rcv1_CCAT finished [took 458.4924s]
31/10/23 12:32:39| INFO: Dataset sample 0.10 of dataset rcv1_CCAT started
31/10/23 12:32:49| WARNING: Method mul_sld_gs failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
31/10/23 12:32:49| WARNING: Method bin_sld_bcts failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
31/10/23 12:32:57| WARNING: Method mul_sld_bcts failed. Exception: fun: nan
hess_inv: <5x5 LbfgsInvHessProduct with dtype=float64>
jac: array([nan, nan, nan, nan, nan])
message: 'ABNORMAL_TERMINATION_IN_LNSRCH'
nfev: 21
nit: 0
njev: 21
status: 2
success: False
x: array([1., 0., 0., 0., 0.])
31/10/23 12:33:33| INFO: doc_feat finished [took 40.8855s]
31/10/23 12:33:34| INFO: ref finished [took 44.7933s]
31/10/23 12:33:34| INFO: kfcv finished [took 47.0146s]
31/10/23 12:33:38| INFO: atc_mc finished [took 47.7008s]
31/10/23 12:33:39| INFO: atc_ne finished [took 47.4664s]
31/10/23 12:33:42| INFO: mul_sld finished [took 60.5341s]
31/10/23 12:35:06| WARNING: Method bin_sld_gs failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
31/10/23 12:36:11| INFO: bin_sld finished [took 210.5128s]
31/10/23 12:36:11| INFO: Dataset sample 0.10 of dataset rcv1_CCAT finished [took 211.7476s]
----------------------------------------------------------------------------------------------------
31/10/23 13:07:34| INFO: dataset imdb_2prevs
31/10/23 13:07:41| INFO: Dataset sample 0.10 of dataset imdb_2prevs started
31/10/23 13:07:55| INFO: ref finished [took 12.2932s]
31/10/23 13:07:58| INFO: atc_mc finished [took 15.8781s]
31/10/23 13:07:58| INFO: atc_ne finished [took 15.8256s]
31/10/23 13:08:08| INFO: mul_sld finished [took 25.6841s]
31/10/23 13:08:18| INFO: mul_sld_bcts finished [took 35.3498s]
31/10/23 13:08:18| INFO: Dataset sample 0.10 of dataset imdb_2prevs finished [took 36.3540s]
31/10/23 13:08:18| INFO: Dataset sample 0.50 of dataset imdb_2prevs started
31/10/23 13:08:32| INFO: ref finished [took 12.8011s]
31/10/23 13:08:36| INFO: atc_mc finished [took 16.7266s]
31/10/23 13:08:36| INFO: atc_ne finished [took 16.9577s]
31/10/23 13:08:49| INFO: mul_sld finished [took 30.1948s]
31/10/23 13:09:00| INFO: mul_sld_bcts finished [took 41.0998s]
31/10/23 13:09:00| INFO: Dataset sample 0.50 of dataset imdb_2prevs finished [took 42.6008s]
31/10/23 13:09:00| ERROR: estimate comparison failed. Exceprion: unsupported operand type(s) for /: 'NoneType' and 'str'
----------------------------------------------------------------------------------------------------
31/10/23 13:10:27| INFO: dataset imdb_2prevs
31/10/23 13:10:34| INFO: Dataset sample 0.10 of dataset imdb_2prevs started
31/10/23 13:10:47| INFO: ref finished [took 11.6569s]
31/10/23 13:10:51| INFO: atc_mc finished [took 15.6380s]
31/10/23 13:10:51| INFO: atc_ne finished [took 15.5430s]
31/10/23 13:11:00| INFO: mul_sld finished [took 24.9236s]
31/10/23 13:11:10| INFO: mul_sld_bcts finished [took 34.5252s]
31/10/23 13:11:10| INFO: Dataset sample 0.10 of dataset imdb_2prevs finished [took 35.4874s]
31/10/23 13:11:10| INFO: Dataset sample 0.50 of dataset imdb_2prevs started
31/10/23 13:11:23| INFO: ref finished [took 11.5602s]
31/10/23 13:11:26| INFO: atc_ne finished [took 14.3888s]
31/10/23 13:11:26| INFO: atc_mc finished [took 14.5643s]
31/10/23 13:11:39| INFO: mul_sld finished [took 27.8023s]
31/10/23 13:11:51| INFO: mul_sld_bcts finished [took 39.2892s]
31/10/23 13:11:51| INFO: Dataset sample 0.50 of dataset imdb_2prevs finished [took 40.6914s]
31/10/23 13:11:51| DEBUG: ['COMP_ESTIMATORS', 'DATASET_DIR_UPDATE', 'DATASET_NAME', 'DATASET_N_PREVS', 'DATASET_PREVS', 'DATASET_TARGET', 'METRICS', 'OUT_DIR', 'OUT_DIR_NAME', 'PLOT_DIR_NAME', 'PLOT_ESTIMATORS', 'PLOT_OUT_DIR', 'PLOT_STDEV', 'PROTOCOL_N_PREVS', 'PROTOCOL_REPEATS', 'SAMPLE_SIZE', '__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__getstate__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__slotnames__', '__str__', '__subclasshook__', '__weakref__', '_current_conf', '_default', '_environ__getdict', '_environ__setdict', '_instance', '_keys', 'confs', 'exec', 'get_confs', 'get_plot_confs', 'load_conf', 'plot_confs']
31/10/23 13:11:51| ERROR: estimate comparison failed. Exceprion: unsupported operand type(s) for /: 'NoneType' and 'str'
----------------------------------------------------------------------------------------------------
31/10/23 13:12:56| INFO: dataset imdb_2prevs
31/10/23 13:13:03| INFO: Dataset sample 0.10 of dataset imdb_2prevs started
31/10/23 13:13:15| INFO: ref finished [took 11.2578s]
31/10/23 13:13:19| INFO: atc_mc finished [took 14.7895s]
31/10/23 13:13:19| INFO: atc_ne finished [took 14.8637s]
31/10/23 13:13:28| INFO: mul_sld finished [took 24.2622s]
31/10/23 13:13:38| INFO: mul_sld_bcts finished [took 34.0592s]
31/10/23 13:13:38| INFO: Dataset sample 0.10 of dataset imdb_2prevs finished [took 34.9907s]
31/10/23 13:13:38| INFO: Dataset sample 0.50 of dataset imdb_2prevs started
31/10/23 13:13:52| INFO: ref finished [took 12.2334s]
31/10/23 13:13:56| INFO: atc_ne finished [took 16.1148s]
31/10/23 13:13:56| INFO: atc_mc finished [took 16.4135s]
31/10/23 13:14:10| INFO: mul_sld finished [took 30.7003s]
31/10/23 13:14:21| INFO: mul_sld_bcts finished [took 41.5915s]
31/10/23 13:14:21| INFO: Dataset sample 0.50 of dataset imdb_2prevs finished [took 43.0339s]
31/10/23 13:14:21| ERROR: estimate comparison failed. Exceprion: 'environ' object has no attribute '__getdict'
----------------------------------------------------------------------------------------------------
31/10/23 14:05:25| ERROR: estimate comparison failed. Exceprion: 'environ' object has no attribute '_current_conf'
----------------------------------------------------------------------------------------------------
31/10/23 14:06:00| INFO: dataset imdb_2prevs
31/10/23 14:06:07| INFO: Dataset sample 0.10 of dataset imdb_2prevs started
31/10/23 14:06:19| INFO: ref finished [took 10.8776s]
31/10/23 14:06:23| INFO: atc_ne finished [took 14.0744s]
31/10/23 14:06:23| INFO: atc_mc finished [took 14.4000s]
31/10/23 14:06:33| INFO: mul_sld finished [took 24.5149s]
31/10/23 14:06:42| INFO: mul_sld_bcts finished [took 33.9116s]
31/10/23 14:06:42| INFO: Dataset sample 0.10 of dataset imdb_2prevs finished [took 34.8416s]
31/10/23 14:06:42| INFO: Dataset sample 0.50 of dataset imdb_2prevs started
31/10/23 14:06:55| INFO: ref finished [took 11.2125s]
31/10/23 14:06:59| INFO: atc_ne finished [took 14.9235s]
31/10/23 14:06:59| INFO: atc_mc finished [took 15.1623s]
31/10/23 14:07:12| INFO: mul_sld finished [took 28.3463s]
31/10/23 14:07:23| INFO: mul_sld_bcts finished [took 39.0377s]
31/10/23 14:07:23| INFO: Dataset sample 0.50 of dataset imdb_2prevs finished [took 40.4312s]
31/10/23 14:07:23| ERROR: estimate comparison failed. Exceprion: 'environ' object has no attribute '__getdict'
----------------------------------------------------------------------------------------------------
31/10/23 14:09:14| INFO: dataset imdb_2prevs
31/10/23 14:09:22| INFO: Dataset sample 0.10 of dataset imdb_2prevs started
31/10/23 14:09:33| INFO: ref finished [took 10.6213s]
31/10/23 14:09:37| INFO: atc_mc finished [took 14.2004s]
31/10/23 14:09:37| INFO: atc_ne finished [took 14.2574s]
31/10/23 14:09:46| INFO: mul_sld finished [took 23.8084s]
31/10/23 14:09:56| INFO: mul_sld_bcts finished [took 33.4634s]
31/10/23 14:09:56| INFO: Dataset sample 0.10 of dataset imdb_2prevs finished [took 34.4023s]
31/10/23 14:09:56| INFO: Dataset sample 0.50 of dataset imdb_2prevs started
31/10/23 14:10:09| INFO: ref finished [took 11.0452s]
31/10/23 14:10:12| INFO: atc_mc finished [took 14.0363s]
31/10/23 14:10:12| INFO: atc_ne finished [took 14.2492s]
31/10/23 14:10:25| INFO: mul_sld finished [took 27.1464s]
31/10/23 14:10:35| INFO: mul_sld_bcts finished [took 37.7957s]
31/10/23 14:10:35| INFO: Dataset sample 0.50 of dataset imdb_2prevs finished [took 39.1750s]
31/10/23 14:10:35| ERROR: estimate comparison failed. Exceprion: unsupported operand type(s) for /: 'NoneType' and 'str'
----------------------------------------------------------------------------------------------------
31/10/23 14:14:00| INFO: dataset imdb_2prevs
31/10/23 14:14:07| INFO: Dataset sample 0.10 of dataset imdb_2prevs started
31/10/23 14:14:19| INFO: ref finished [took 11.0176s]
31/10/23 14:14:22| INFO: atc_mc finished [took 14.0422s]
31/10/23 14:14:23| INFO: atc_ne finished [took 14.2169s]
31/10/23 14:14:31| INFO: mul_sld finished [took 23.7014s]
31/10/23 14:14:42| INFO: mul_sld_bcts finished [took 33.7536s]
31/10/23 14:14:42| INFO: Dataset sample 0.10 of dataset imdb_2prevs finished [took 34.7003s]
31/10/23 14:14:42| INFO: Dataset sample 0.50 of dataset imdb_2prevs started
31/10/23 14:14:54| INFO: ref finished [took 11.0187s]
31/10/23 14:14:57| INFO: atc_mc finished [took 14.0175s]
31/10/23 14:14:58| INFO: atc_ne finished [took 14.4154s]
31/10/23 14:15:10| INFO: mul_sld finished [took 27.5946s]
31/10/23 14:15:21| INFO: mul_sld_bcts finished [took 38.0464s]
31/10/23 14:15:21| INFO: Dataset sample 0.50 of dataset imdb_2prevs finished [took 39.4594s]
31/10/23 14:15:21| DEBUG: {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['atc_mc', 'mul_sld', 'atc_ne', 'mul_sld_bcts', 'ref'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': None, 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': None, 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': True}
31/10/23 14:15:21| ERROR: estimate comparison failed. Exceprion: unsupported operand type(s) for /: 'NoneType' and 'str'
----------------------------------------------------------------------------------------------------
31/10/23 14:30:59| INFO: dataset imdb_2prevs
31/10/23 14:31:10| INFO: Dataset sample 0.10 of dataset imdb_2prevs started
31/10/23 14:31:33| INFO: ref finished [took 22.2885s]
31/10/23 14:31:41| INFO: atc_mc finished [took 29.8328s]
31/10/23 14:31:41| INFO: atc_ne finished [took 30.1421s]
31/10/23 14:31:46| INFO: mul_sld finished [took 35.8373s]
31/10/23 14:31:57| INFO: mul_sld_bcts finished [took 46.5130s]
31/10/23 14:31:57| INFO: Dataset sample 0.10 of dataset imdb_2prevs finished [took 47.5379s]
31/10/23 14:31:57| INFO: Dataset sample 0.50 of dataset imdb_2prevs started
31/10/23 14:32:24| INFO: ref finished [took 24.3912s]
31/10/23 14:32:31| INFO: atc_mc finished [took 31.2488s]
31/10/23 14:32:31| INFO: atc_ne finished [took 31.5120s]
31/10/23 14:32:43| INFO: mul_sld finished [took 44.6372s]
31/10/23 14:32:54| INFO: mul_sld_bcts finished [took 54.5749s]
31/10/23 14:32:54| INFO: Dataset sample 0.50 of dataset imdb_2prevs finished [took 56.2358s]
31/10/23 14:32:54| DEBUG: {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['mul_sld_bcts', 'atc_ne', 'atc_mc', 'ref', 'mul_sld'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': True}
31/10/23 14:32:58| DEBUG: {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['mul_sld_bcts', 'atc_ne', 'atc_mc', 'ref', 'mul_sld'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['mul_sld_bcts', 'mul_sld', 'ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': False}
----------------------------------------------------------------------------------------------------
31/10/23 14:37:38| INFO: dataset imdb_2prevs
31/10/23 14:37:45| INFO: Dataset sample 0.10 of dataset imdb_2prevs started
31/10/23 14:37:58| INFO: ref finished [took 11.4397s]
31/10/23 14:38:01| INFO: atc_mc finished [took 14.6411s]
31/10/23 14:38:01| INFO: atc_ne finished [took 14.8218s]
31/10/23 14:38:11| INFO: mul_sld finished [took 24.4862s]
31/10/23 14:38:20| INFO: mul_sld_bcts finished [took 33.9900s]
31/10/23 14:38:20| INFO: Dataset sample 0.10 of dataset imdb_2prevs finished [took 34.9816s]
31/10/23 14:38:20| INFO: Dataset sample 0.50 of dataset imdb_2prevs started
31/10/23 14:38:33| INFO: ref finished [took 11.3787s]
31/10/23 14:38:36| INFO: atc_mc finished [took 14.4366s]
31/10/23 14:38:36| INFO: atc_ne finished [took 14.3365s]
31/10/23 14:38:50| INFO: mul_sld finished [took 28.1585s]
31/10/23 14:39:00| INFO: mul_sld_bcts finished [took 38.5508s]
31/10/23 14:39:00| INFO: Dataset sample 0.50 of dataset imdb_2prevs finished [took 40.0193s]
31/10/23 14:39:00| DEBUG: {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['atc_ne', 'mul_sld', 'ref', 'mul_sld_bcts', 'atc_mc'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': True}
31/10/23 14:39:03| DEBUG: {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['atc_ne', 'mul_sld', 'ref', 'mul_sld_bcts', 'atc_mc'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['mul_sld_bcts', 'mul_sld', 'ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': False}
----------------------------------------------------------------------------------------------------
31/10/23 14:44:15| INFO: dataset imdb_2prevs
31/10/23 14:44:22| INFO: Dataset sample 0.10 of dataset imdb_2prevs started
31/10/23 14:44:35| INFO: ref finished [took 11.5902s]
31/10/23 14:44:38| INFO: atc_mc finished [took 14.7915s]
31/10/23 14:44:39| INFO: atc_ne finished [took 14.8611s]
31/10/23 14:44:48| INFO: mul_sld finished [took 24.7670s]
31/10/23 14:44:58| INFO: mul_sld_bcts finished [took 34.3171s]
31/10/23 14:44:58| INFO: Dataset sample 0.10 of dataset imdb_2prevs finished [took 35.3088s]
31/10/23 14:44:58| INFO: Dataset sample 0.50 of dataset imdb_2prevs started
31/10/23 14:45:11| INFO: ref finished [took 11.8887s]
31/10/23 14:45:15| INFO: atc_mc finished [took 15.2624s]
31/10/23 14:45:15| INFO: atc_ne finished [took 15.2085s]
31/10/23 14:45:28| INFO: mul_sld finished [took 28.5408s]
31/10/23 14:45:38| INFO: mul_sld_bcts finished [took 38.9976s]
31/10/23 14:45:38| INFO: Dataset sample 0.50 of dataset imdb_2prevs finished [took 40.5854s]
31/10/23 14:45:38| DEBUG: {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['atc_ne', 'mul_sld_bcts', 'atc_mc', 'ref', 'mul_sld'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': True}
31/10/23 14:45:41| DEBUG: {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['atc_ne', 'mul_sld_bcts', 'atc_mc', 'ref', 'mul_sld'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['mul_sld_bcts', 'mul_sld', 'ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': False}
----------------------------------------------------------------------------------------------------
31/10/23 14:55:18| INFO dataset imdb_2prevs
31/10/23 14:55:26| INFO Dataset sample 0.10 of dataset imdb_2prevs started
31/10/23 14:55:37| INFO ref finished [took 10.1990s]
31/10/23 14:55:40| INFO atc_mc finished [took 13.4778s]
31/10/23 14:55:41| INFO atc_ne finished [took 13.5559s]
31/10/23 14:55:50| INFO mul_sld finished [took 23.0450s]
31/10/23 14:55:59| INFO mul_sld_bcts finished [took 32.4582s]
31/10/23 14:55:59| INFO Dataset sample 0.10 of dataset imdb_2prevs finished [took 33.3679s]
31/10/23 14:55:59| INFO Dataset sample 0.50 of dataset imdb_2prevs started
31/10/23 14:56:11| INFO ref finished [took 10.3415s]
31/10/23 14:56:14| INFO atc_mc finished [took 13.4638s]
31/10/23 14:56:14| INFO atc_ne finished [took 13.4791s]
31/10/23 14:56:27| INFO mul_sld finished [took 26.3298s]
31/10/23 14:56:38| INFO mul_sld_bcts finished [took 37.2449s]
31/10/23 14:56:38| INFO Dataset sample 0.50 of dataset imdb_2prevs finished [took 38.6430s]
31/10/23 14:56:38| DEBUG {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['mul_sld_bcts', 'atc_mc', 'ref', 'mul_sld', 'atc_ne'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': True}
31/10/23 14:56:41| DEBUG {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['mul_sld_bcts', 'atc_mc', 'ref', 'mul_sld', 'atc_ne'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['mul_sld_bcts', 'mul_sld', 'ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': False}
----------------------------------------------------------------------------------------------------
31/10/23 15:00:19| INFO dataset imdb_2prevs
31/10/23 15:00:26| INFO Dataset sample 0.10 of dataset imdb_2prevs started
31/10/23 15:00:38| INFO ref finished [took 10.7099s]
31/10/23 15:00:41| INFO atc_ne finished [took 13.7392s]
31/10/23 15:00:41| INFO atc_mc finished [took 13.9108s]
31/10/23 15:00:50| INFO mul_sld finished [took 23.3628s]
31/10/23 15:01:00| INFO mul_sld_bcts finished [took 33.0440s]
31/10/23 15:01:00| INFO Dataset sample 0.10 of dataset imdb_2prevs finished [took 33.9805s]
31/10/23 15:01:00| INFO Dataset sample 0.50 of dataset imdb_2prevs started
31/10/23 15:01:12| INFO ref finished [took 10.7020s]
31/10/23 15:01:15| INFO atc_mc finished [took 13.9521s]
31/10/23 15:01:15| INFO atc_ne finished [took 13.8623s]
31/10/23 15:01:28| INFO mul_sld finished [took 26.8476s]
31/10/23 15:01:39| INFO mul_sld_bcts finished [took 37.4291s]
31/10/23 15:01:39| INFO Dataset sample 0.50 of dataset imdb_2prevs finished [took 38.8721s]
31/10/23 15:01:39| DEBUG {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['ref', 'atc_mc', 'mul_sld', 'atc_ne', 'mul_sld_bcts'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': True}
31/10/23 15:01:42| DEBUG {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['ref', 'atc_mc', 'mul_sld', 'atc_ne', 'mul_sld_bcts'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['mul_sld_bcts', 'mul_sld', 'ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': False}
----------------------------------------------------------------------------------------------------
31/10/23 15:02:43| INFO dataset imdb_2prevs
31/10/23 15:02:50| INFO Dataset sample 0.10 of dataset imdb_2prevs started
31/10/23 15:03:02| INFO ref finished [took 10.5528s]
31/10/23 15:03:05| INFO atc_mc finished [took 13.7838s]
31/10/23 15:03:05| INFO atc_ne finished [took 13.6736s]
31/10/23 15:03:14| INFO mul_sld finished [took 23.2705s]
31/10/23 15:03:24| INFO mul_sld_bcts finished [took 32.8493s]
31/10/23 15:03:24| INFO Dataset sample 0.10 of dataset imdb_2prevs finished [took 33.7917s]
31/10/23 15:03:24| INFO Dataset sample 0.50 of dataset imdb_2prevs started
31/10/23 15:03:36| INFO ref finished [took 10.4338s]
31/10/23 15:03:39| INFO atc_mc finished [took 13.5140s]
31/10/23 15:03:39| INFO atc_ne finished [took 13.5920s]
31/10/23 15:03:52| INFO mul_sld finished [took 26.7677s]
31/10/23 15:04:03| INFO mul_sld_bcts finished [took 37.2882s]
31/10/23 15:04:03| INFO Dataset sample 0.50 of dataset imdb_2prevs finished [took 38.7014s]
----------------------------------------------------------------------------------------------------
31/10/23 17:01:56| INFO dataset imdb_2prevs
31/10/23 17:02:03| INFO Dataset sample 0.10 of dataset imdb_2prevs started
31/10/23 17:02:16| INFO ref finished [took 11.7260s]
31/10/23 17:02:19| INFO atc_mc finished [took 14.9332s]
31/10/23 17:02:20| INFO atc_ne finished [took 14.9267s]
31/10/23 17:02:29| INFO mul_sld finished [took 25.0825s]
31/10/23 17:02:39| INFO mul_sld_bcts finished [took 35.1456s]
31/10/23 17:02:39| INFO Dataset sample 0.10 of dataset imdb_2prevs finished [took 36.1167s]
31/10/23 17:02:39| INFO Dataset sample 0.50 of dataset imdb_2prevs started
31/10/23 17:02:53| INFO ref finished [took 12.1990s]
31/10/23 17:02:57| INFO atc_mc finished [took 15.9130s]
31/10/23 17:02:57| INFO atc_ne finished [took 15.8122s]
31/10/23 17:03:10| INFO mul_sld finished [took 29.0681s]
31/10/23 17:03:21| INFO mul_sld_bcts finished [took 40.0346s]
31/10/23 17:03:21| INFO Dataset sample 0.50 of dataset imdb_2prevs finished [took 41.6137s]
----------------------------------------------------------------------------------------------------
31/10/23 17:04:35| INFO dataset imdb_2prevs
31/10/23 17:04:42| INFO Dataset sample 0.10 of dataset imdb_2prevs started
31/10/23 17:04:56| INFO ref finished [took 11.5027s]
31/10/23 17:05:00| INFO atc_mc finished [took 15.1600s]
31/10/23 17:05:00| INFO atc_ne finished [took 15.0072s]
31/10/23 17:05:09| INFO mul_sld finished [took 24.7931s]
31/10/23 17:05:19| INFO mul_sld_bcts finished [took 34.6305s]
31/10/23 17:05:19| INFO Dataset sample 0.10 of dataset imdb_2prevs finished [took 37.1778s]
31/10/23 17:05:19| INFO Dataset sample 0.50 of dataset imdb_2prevs started
31/10/23 17:05:33| INFO ref finished [took 12.2649s]
31/10/23 17:05:36| INFO atc_mc finished [took 15.5987s]
31/10/23 17:05:37| INFO atc_ne finished [took 15.8214s]
31/10/23 17:05:50| INFO mul_sld finished [took 29.3523s]
31/10/23 17:06:00| INFO mul_sld_bcts finished [took 39.8376s]
31/10/23 17:06:00| INFO Dataset sample 0.50 of dataset imdb_2prevs finished [took 41.2888s]
----------------------------------------------------------------------------------------------------
31/10/23 20:19:37| INFO dataset imdb_1prevs
31/10/23 20:19:48| INFO Dataset sample 0.50 of dataset imdb_1prevs started
31/10/23 20:20:07| INFO ref finished [took 17.4125s]
----------------------------------------------------------------------------------------------------
31/10/23 20:20:50| INFO dataset imdb_1prevs
31/10/23 20:21:01| INFO Dataset sample 0.50 of dataset imdb_1prevs started
31/10/23 20:21:19| INFO ref finished [took 17.0717s]
----------------------------------------------------------------------------------------------------
31/10/23 20:22:05| INFO dataset imdb_1prevs
31/10/23 20:22:15| INFO Dataset sample 0.50 of dataset imdb_1prevs started
31/10/23 20:22:35| INFO ref finished [took 18.4752s]
----------------------------------------------------------------------------------------------------
31/10/23 20:23:38| INFO dataset imdb_1prevs
31/10/23 20:23:48| INFO Dataset sample 0.50 of dataset imdb_1prevs started
31/10/23 20:24:08| INFO ref finished [took 18.3216s]
----------------------------------------------------------------------------------------------------
01/11/23 13:07:19| INFO dataset imdb_1prevs
01/11/23 13:07:27| INFO Dataset sample 0.50 of dataset imdb_1prevs started
01/11/23 13:07:27| ERROR Evaluation over imdb_1prevs failed. Exception: 'Invalid estimator: estimator mul_sld_gs does not exist'
01/11/23 13:07:27| ERROR Failed while saving configuration imdb_debug of imdb_1prevs. Exception: cannot access local variable 'dr' where it is not associated with a value
----------------------------------------------------------------------------------------------------
03/11/23 20:54:19| INFO dataset rcv1_CCAT_9prevs
03/11/23 20:54:24| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
03/11/23 20:54:28| WARNING Method mul_sld_gs failed. Exception: Invalid parameter 'quantifier' for estimator EMQ(classifier=LogisticRegression()). Valid parameters are: ['classifier', 'exact_train_prev', 'recalib'].
03/11/23 20:54:29| WARNING Method mul_sld failed. Exception: evaluation_report() got an unexpected keyword argument 'protocor'
03/11/23 20:54:30| WARNING Method bin_sld_gs failed. Exception: Invalid parameter 'quantifier' for estimator EMQ(classifier=LogisticRegression()). Valid parameters are: ['classifier', 'exact_train_prev', 'recalib'].
03/11/23 20:55:09| INFO ref finished [took 38.5179s]
----------------------------------------------------------------------------------------------------
03/11/23 21:28:36| INFO dataset rcv1_CCAT_9prevs
03/11/23 21:28:41| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
03/11/23 21:28:45| WARNING Method mul_sld failed. Exception: evaluation_report() got an unexpected keyword argument 'protocor'
----------------------------------------------------------------------------------------------------
03/11/23 21:31:03| INFO dataset rcv1_CCAT_9prevs
03/11/23 21:31:08| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
03/11/23 21:31:59| INFO ref finished [took 45.6616s]
03/11/23 21:32:03| INFO atc_mc finished [took 48.4360s]
03/11/23 21:32:07| INFO atc_ne finished [took 51.0515s]
03/11/23 21:32:23| INFO mul_sld finished [took 72.9229s]
03/11/23 21:34:43| INFO bin_sld finished [took 213.9538s]
03/11/23 21:36:27| INFO mul_sld_gs finished [took 314.9357s]
03/11/23 21:40:50| INFO bin_sld_gs finished [took 579.2530s]
03/11/23 21:40:50| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 582.5876s]
03/11/23 21:40:50| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
03/11/23 21:41:39| INFO ref finished [took 43.7409s]
03/11/23 21:41:43| INFO atc_mc finished [took 46.4580s]
03/11/23 21:41:44| INFO atc_ne finished [took 46.4267s]
03/11/23 21:41:54| INFO mul_sld finished [took 61.3005s]
03/11/23 21:44:18| INFO bin_sld finished [took 206.3680s]
03/11/23 21:45:59| INFO mul_sld_gs finished [took 304.4726s]
03/11/23 21:50:33| INFO bin_sld_gs finished [took 579.3455s]
03/11/23 21:50:33| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 582.4808s]
03/11/23 21:50:33| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
03/11/23 21:51:22| INFO ref finished [took 43.6853s]
03/11/23 21:51:26| INFO atc_mc finished [took 47.1366s]
03/11/23 21:51:30| INFO atc_ne finished [took 49.4868s]
03/11/23 21:51:34| INFO mul_sld finished [took 59.0964s]
03/11/23 21:53:59| INFO bin_sld finished [took 205.0248s]
03/11/23 21:55:50| INFO mul_sld_gs finished [took 312.5630s]
03/11/23 22:00:27| INFO bin_sld_gs finished [took 591.1460s]
03/11/23 22:00:27| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 594.3163s]
03/11/23 22:00:27| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
03/11/23 22:01:15| INFO ref finished [took 43.3806s]
03/11/23 22:01:19| INFO atc_mc finished [took 46.6674s]
03/11/23 22:01:21| INFO atc_ne finished [took 47.1220s]
03/11/23 22:01:28| INFO mul_sld finished [took 58.6799s]
03/11/23 22:03:53| INFO bin_sld finished [took 204.7659s]
03/11/23 22:05:39| INFO mul_sld_gs finished [took 307.8811s]
03/11/23 22:10:32| INFO bin_sld_gs finished [took 601.9995s]
03/11/23 22:10:32| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 604.8406s]
03/11/23 22:10:32| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
03/11/23 22:11:20| INFO ref finished [took 42.8256s]
03/11/23 22:11:25| INFO atc_mc finished [took 46.9203s]
03/11/23 22:11:28| INFO atc_ne finished [took 49.3042s]
03/11/23 22:11:34| INFO mul_sld finished [took 60.2744s]
03/11/23 22:13:59| INFO bin_sld finished [took 205.7078s]
03/11/23 22:15:45| INFO mul_sld_gs finished [took 309.0888s]
03/11/23 22:20:32| INFO bin_sld_gs finished [took 596.5102s]
03/11/23 22:20:32| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 599.5067s]
03/11/23 22:20:32| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
03/11/23 22:21:20| INFO ref finished [took 43.1698s]
03/11/23 22:21:24| INFO atc_mc finished [took 46.5768s]
03/11/23 22:21:25| INFO atc_ne finished [took 46.3408s]
03/11/23 22:21:34| INFO mul_sld finished [took 60.8070s]
03/11/23 22:23:58| INFO bin_sld finished [took 205.3362s]
03/11/23 22:25:44| INFO mul_sld_gs finished [took 308.1859s]
03/11/23 22:30:44| INFO bin_sld_gs finished [took 609.5468s]
03/11/23 22:30:44| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 612.5803s]
03/11/23 22:30:44| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
03/11/23 22:31:32| INFO ref finished [took 43.2949s]
03/11/23 22:31:37| INFO atc_mc finished [took 46.3686s]
03/11/23 22:31:40| INFO atc_ne finished [took 49.2242s]
03/11/23 22:31:47| INFO mul_sld finished [took 60.9437s]
03/11/23 22:34:11| INFO bin_sld finished [took 205.9299s]
03/11/23 22:35:56| INFO mul_sld_gs finished [took 308.2738s]
03/11/23 22:40:36| INFO bin_sld_gs finished [took 588.7918s]
03/11/23 22:40:36| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 591.8830s]
03/11/23 22:40:36| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
03/11/23 22:41:24| INFO ref finished [took 43.3321s]
03/11/23 22:41:29| INFO atc_mc finished [took 46.8041s]
03/11/23 22:41:29| INFO atc_ne finished [took 46.5810s]
03/11/23 22:41:38| INFO mul_sld finished [took 60.2962s]
03/11/23 22:44:07| INFO bin_sld finished [took 209.6435s]
03/11/23 22:45:44| INFO mul_sld_gs finished [took 304.4809s]
03/11/23 22:50:39| INFO bin_sld_gs finished [took 599.5588s]
03/11/23 22:50:39| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 602.5720s]
03/11/23 22:50:39| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
03/11/23 22:51:26| INFO ref finished [took 42.4313s]
03/11/23 22:51:30| INFO atc_mc finished [took 45.5261s]
03/11/23 22:51:34| INFO atc_ne finished [took 48.4488s]
03/11/23 22:51:47| INFO mul_sld finished [took 66.4801s]
03/11/23 22:54:08| INFO bin_sld finished [took 208.4272s]
03/11/23 22:55:49| INFO mul_sld_gs finished [took 306.4505s]
03/11/23 23:00:15| INFO bin_sld_gs finished [took 573.7761s]
03/11/23 23:00:15| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 576.7586s]
----------------------------------------------------------------------------------------------------
03/11/23 23:33:15| INFO dataset imdb_1prevs
03/11/23 23:33:22| INFO Dataset sample 0.50 of dataset imdb_1prevs started
03/11/23 23:33:22| ERROR Evaluation over imdb_1prevs failed. Exception: 'function' object is not iterable
03/11/23 23:33:22| ERROR Failed while saving configuration imdb_debug of imdb_1prevs. Exception: cannot access local variable 'dr' where it is not associated with a value
----------------------------------------------------------------------------------------------------
03/11/23 23:34:15| INFO dataset imdb_1prevs
03/11/23 23:34:23| INFO Dataset sample 0.50 of dataset imdb_1prevs started
03/11/23 23:34:35| INFO atc_mc finished [took 11.5081s]
03/11/23 23:34:45| INFO ref finished [took 8.7754s]
03/11/23 23:34:47| INFO mul_sld finished [took 22.9651s]
03/11/23 23:34:47| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 23.9721s]
03/11/23 23:34:47| ERROR Failed while saving configuration imdb_debug of imdb_1prevs. Exception: 'ref'
----------------------------------------------------------------------------------------------------
03/11/23 23:36:10| INFO dataset imdb_1prevs
03/11/23 23:36:30| INFO Dataset sample 0.50 of dataset imdb_1prevs started
03/11/23 23:38:02| INFO atc_mc finished [took 56.2957s]
03/11/23 23:38:03| INFO mul_sld finished [took 57.6237s]
03/11/23 23:38:40| INFO ref finished [took 37.7811s]
03/11/23 23:38:40| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 130.9031s]
03/11/23 23:38:42| ERROR Failed while saving configuration imdb_debug of imdb_1prevs. Exception: 'ref'
----------------------------------------------------------------------------------------------------
03/11/23 23:39:32| INFO dataset imdb_1prevs
03/11/23 23:39:42| INFO Dataset sample 0.50 of dataset imdb_1prevs started
03/11/23 23:40:08| INFO atc_mc finished [took 24.7110s]
03/11/23 23:40:23| INFO mul_sld finished [took 40.2345s]
03/11/23 23:40:26| INFO ref finished [took 17.8417s]
03/11/23 23:40:26| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 44.8087s]
----------------------------------------------------------------------------------------------------
03/11/23 23:41:18| INFO dataset imdb_1prevs
03/11/23 23:41:28| INFO Dataset sample 0.50 of dataset imdb_1prevs started
03/11/23 23:41:54| INFO atc_mc finished [took 24.0569s]
03/11/23 23:42:03| INFO mul_sld finished [took 33.3390s]
03/11/23 23:42:12| INFO ref finished [took 16.9551s]
03/11/23 23:42:12| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 43.2484s]
----------------------------------------------------------------------------------------------------
04/11/23 00:03:17| ERROR Evaluation over imdb_1prevs failed. Exception: CompEstimatorName_.__init__() missing 1 required positional argument: 'ce'
04/11/23 00:03:17| ERROR Failed while saving configuration imdb_debug of imdb_1prevs. Exception: cannot access local variable 'dr' where it is not associated with a value
----------------------------------------------------------------------------------------------------
04/11/23 00:03:50| ERROR Evaluation over imdb_1prevs failed. Exception: 'CompEstimator' object has no attribute '_CompEstimatorName___get'
04/11/23 00:03:50| ERROR Failed while saving configuration imdb_debug of imdb_1prevs. Exception: cannot access local variable 'dr' where it is not associated with a value
----------------------------------------------------------------------------------------------------
04/11/23 00:04:42| INFO dataset imdb_1prevs
04/11/23 00:04:53| INFO Dataset sample 0.50 of dataset imdb_1prevs started
04/11/23 00:05:13| INFO ref finished [took 19.2363s]
04/11/23 00:05:20| INFO atc_mc finished [took 26.4278s]
04/11/23 00:05:29| INFO mul_sld finished [took 35.3110s]
04/11/23 00:05:29| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 36.4422s]
----------------------------------------------------------------------------------------------------
04/11/23 00:19:43| INFO dataset rcv1_CCAT_9prevs
04/11/23 00:19:49| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
04/11/23 00:19:53| WARNING Method bin_sld_qgs failed. Exception: X has 47236 features, but LogisticRegression is expecting 47238 features as input.
04/11/23 00:19:55| WARNING Method mul_sld_qgs failed. Exception: X has 47236 features, but LogisticRegression is expecting 47238 features as input.
04/11/23 00:19:57| WARNING Method bin_pacc failed. Exception: PACC.__init__() got an unexpected keyword argument 'recalib'
04/11/23 00:19:59| WARNING Method mul_pacc failed. Exception: PACC.__init__() got an unexpected keyword argument 'recalib'
04/11/23 00:20:00| WARNING Method bin_pacc_gs failed. Exception: Invalid parameter 'recalib' for estimator PACC(classifier=LogisticRegression(), n_jobs=1). Valid parameters are: ['classifier', 'n_jobs', 'val_split'].
04/11/23 00:20:01| WARNING Method mul_pacc_gs failed. Exception: Invalid parameter 'recalib' for estimator PACC(classifier=LogisticRegression(), n_jobs=1). Valid parameters are: ['classifier', 'n_jobs', 'val_split'].
----------------------------------------------------------------------------------------------------
04/11/23 00:22:45| INFO dataset rcv1_CCAT_9prevs
04/11/23 00:22:50| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
04/11/23 00:22:54| WARNING Method bin_sld_qgs failed. Exception: X has 47236 features, but LogisticRegression is expecting 47238 features as input.
04/11/23 00:22:55| WARNING Method mul_sld_qgs failed. Exception: X has 47236 features, but LogisticRegression is expecting 47238 features as input.
----------------------------------------------------------------------------------------------------
04/11/23 00:28:11| INFO dataset rcv1_CCAT_9prevs
----------------------------------------------------------------------------------------------------
04/11/23 00:29:39| INFO dataset rcv1_CCAT_9prevs
04/11/23 00:29:45| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
04/11/23 00:29:49| WARNING Method bin_sld_qgs failed. Exception: X has 47236 features, but LogisticRegression is expecting 47238 features as input.
04/11/23 00:29:51| WARNING Method mul_sld_qgs failed. Exception: X has 47236 features, but LogisticRegression is expecting 47238 features as input.
04/11/23 00:30:39| WARNING Method mul_pacc_gs failed. Exception: evaluation_report() got an unexpected keyword argument 'method_name'
04/11/23 00:31:00| INFO ref finished [took 60.5788s]
04/11/23 00:31:09| INFO atc_mc finished [took 64.6156s]
04/11/23 00:31:09| INFO mul_pacc finished [took 75.1821s]
04/11/23 00:31:12| INFO atc_ne finished [took 62.8665s]
04/11/23 00:31:24| INFO mul_sld finished [took 96.8624s]
----------------------------------------------------------------------------------------------------
04/11/23 00:33:26| INFO dataset rcv1_CCAT_9prevs
04/11/23 00:33:31| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
04/11/23 00:33:35| WARNING Method bin_sld_qgs failed. Exception: X has 47236 features, but LogisticRegression is expecting 47238 features as input.
04/11/23 00:33:37| WARNING Method mul_sld_qgs failed. Exception: X has 47236 features, but LogisticRegression is expecting 47238 features as input.
----------------------------------------------------------------------------------------------------
04/11/23 00:38:42| INFO dataset rcv1_CCAT_9prevs
04/11/23 00:38:48| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
04/11/23 00:38:51| WARNING Method bin_sld_qgs failed. Exception: ExtendedCollection.extend_collection() missing 1 required positional argument: 'pred_proba'
04/11/23 00:38:52| WARNING Method mul_sld_qgs failed. Exception: ExtendedCollection.extend_collection() missing 1 required positional argument: 'pred_proba'
04/11/23 00:39:41| WARNING Method mul_pacc_gs failed. Exception: evaluation_report() got an unexpected keyword argument 'method_name'
----------------------------------------------------------------------------------------------------
04/11/23 00:46:33| INFO dataset rcv1_CCAT_9prevs
04/11/23 00:46:39| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
04/11/23 00:46:40| WARNING Method bin_sld failed. Exception: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()
04/11/23 00:46:41| WARNING Method mul_sld failed. Exception: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()
04/11/23 00:46:42| WARNING Method bin_sld_qgs failed. Exception: 'LogisticRegression' object has no attribute 'pred_proba'
04/11/23 00:46:43| WARNING Method mul_sld_qgs failed. Exception: 'LogisticRegression' object has no attribute 'pred_proba'
04/11/23 00:46:44| WARNING Method bin_sld_gs failed. Exception: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()
04/11/23 00:46:45| WARNING Method mul_sld_gs failed. Exception: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()
04/11/23 00:46:46| WARNING Method bin_pacc failed. Exception: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()
04/11/23 00:46:47| WARNING Method mul_pacc failed. Exception: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()
04/11/23 00:46:47| WARNING Method bin_pacc_gs failed. Exception: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()
04/11/23 00:46:48| WARNING Method mul_pacc_gs failed. Exception: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()
04/11/23 00:47:27| INFO ref finished [took 37.5294s]
04/11/23 00:47:31| INFO atc_mc finished [took 40.5777s]
04/11/23 00:47:32| INFO atc_ne finished [took 40.7565s]
04/11/23 00:47:32| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 52.8106s]
04/11/23 00:47:32| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
04/11/23 00:47:33| WARNING Method bin_sld failed. Exception: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()
04/11/23 00:47:34| WARNING Method mul_sld failed. Exception: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()
04/11/23 00:47:35| WARNING Method bin_sld_qgs failed. Exception: 'LogisticRegression' object has no attribute 'pred_proba'
04/11/23 00:47:36| WARNING Method mul_sld_qgs failed. Exception: 'LogisticRegression' object has no attribute 'pred_proba'
04/11/23 00:47:37| WARNING Method bin_sld_gs failed. Exception: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()
04/11/23 00:47:38| WARNING Method mul_sld_gs failed. Exception: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()
04/11/23 00:47:39| WARNING Method bin_pacc failed. Exception: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()
04/11/23 00:47:39| WARNING Method mul_pacc failed. Exception: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()
04/11/23 00:47:40| WARNING Method bin_pacc_gs failed. Exception: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()
04/11/23 00:47:41| WARNING Method mul_pacc_gs failed. Exception: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()
----------------------------------------------------------------------------------------------------
04/11/23 00:48:05| INFO dataset rcv1_CCAT_9prevs
04/11/23 00:48:10| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
04/11/23 00:48:13| WARNING Method bin_sld_qgs failed. Exception: 'LogisticRegression' object has no attribute 'pred_proba'
04/11/23 00:48:14| WARNING Method mul_sld_qgs failed. Exception: 'LogisticRegression' object has no attribute 'pred_proba'
----------------------------------------------------------------------------------------------------
04/11/23 00:49:18| INFO dataset rcv1_CCAT_9prevs
04/11/23 00:49:24| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
04/11/23 00:49:27| WARNING Method bin_sld_qgs failed. Exception: GridSearchQ.__init__() missing 1 required positional argument: 'model'
04/11/23 00:49:28| WARNING Method mul_sld_qgs failed. Exception: X has 47238 features, but LogisticRegression is expecting 47236 features as input.
----------------------------------------------------------------------------------------------------
04/11/23 00:51:27| INFO dataset rcv1_CCAT_9prevs
04/11/23 00:51:32| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
04/11/23 00:51:36| WARNING Method bin_sld_qgs failed. Exception: X has 47238 features, but LogisticRegression is expecting 47236 features as input.
04/11/23 00:51:37| WARNING Method mul_sld_qgs failed. Exception: X has 47238 features, but LogisticRegression is expecting 47236 features as input.
----------------------------------------------------------------------------------------------------
04/11/23 00:54:47| INFO dataset rcv1_CCAT_9prevs
04/11/23 00:54:53| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
04/11/23 00:54:57| WARNING Method bin_sld_qgs failed. Exception: a must be greater than 0 unless no samples are taken
04/11/23 00:54:58| WARNING Method mul_sld_qgs failed. Exception: a must be greater than 0 unless no samples are taken
----------------------------------------------------------------------------------------------------
04/11/23 00:58:47| INFO dataset rcv1_CCAT_9prevs
04/11/23 00:58:52| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
04/11/23 01:00:04| INFO ref finished [took 61.6328s]
04/11/23 01:00:11| INFO atc_mc finished [took 65.4916s]
04/11/23 01:00:13| INFO atc_ne finished [took 63.2288s]
04/11/23 01:00:14| INFO mul_pacc finished [took 75.5101s]
04/11/23 01:00:30| INFO mul_sld finished [took 96.6656s]
04/11/23 01:00:41| INFO mul_pacc_gs finished [took 99.7211s]
04/11/23 01:03:02| INFO bin_pacc finished [took 244.6260s]
04/11/23 01:03:07| INFO bin_sld finished [took 254.3478s]
04/11/23 01:04:51| INFO mul_sld_gs finished [took 354.7477s]
04/11/23 01:05:02| INFO bin_pacc_gs finished [took 362.1808s]
04/11/23 01:09:24| INFO bin_sld_gs finished [took 628.6714s]
04/11/23 01:09:24| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 631.8421s]
04/11/23 01:09:24| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
04/11/23 01:10:39| INFO ref finished [took 63.5158s]
04/11/23 01:10:44| INFO atc_mc finished [took 66.4279s]
04/11/23 01:10:46| INFO mul_pacc finished [took 75.3281s]
04/11/23 01:10:47| INFO atc_ne finished [took 67.5374s]
04/11/23 01:10:52| INFO mul_sld finished [took 86.6592s]
04/11/23 01:11:19| INFO mul_pacc_gs finished [took 104.6374s]
04/11/23 01:13:58| INFO bin_sld finished [took 273.4932s]
04/11/23 01:14:01| INFO bin_pacc finished [took 271.3481s]
04/11/23 01:15:42| INFO mul_sld_gs finished [took 374.2416s]
04/11/23 01:16:01| INFO bin_pacc_gs finished [took 388.0839s]
04/11/23 01:20:29| INFO bin_sld_gs finished [took 661.9729s]
04/11/23 01:20:29| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 665.2874s]
04/11/23 01:20:29| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
04/11/23 01:21:46| INFO ref finished [took 63.8544s]
04/11/23 01:21:50| INFO atc_mc finished [took 66.6917s]
04/11/23 01:21:52| INFO atc_ne finished [took 65.0860s]
04/11/23 01:21:53| INFO mul_pacc finished [took 77.2630s]
04/11/23 01:21:55| INFO mul_sld finished [took 83.3146s]
04/11/23 01:22:23| INFO mul_pacc_gs finished [took 102.3761s]
04/11/23 01:24:47| INFO bin_pacc finished [took 252.0964s]
04/11/23 01:24:49| INFO bin_sld finished [took 258.6998s]
04/11/23 01:26:37| INFO mul_sld_gs finished [took 363.7500s]
04/11/23 01:26:49| INFO bin_pacc_gs finished [took 370.5817s]
04/11/23 01:31:27| INFO bin_sld_gs finished [took 654.3921s]
04/11/23 01:31:27| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 658.0041s]
04/11/23 01:31:27| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
04/11/23 01:32:33| INFO ref finished [took 55.7749s]
04/11/23 01:32:38| INFO atc_mc finished [took 59.4190s]
04/11/23 01:32:40| INFO atc_ne finished [took 59.5155s]
04/11/23 01:32:42| INFO mul_pacc finished [took 68.8994s]
04/11/23 01:32:44| INFO mul_sld finished [took 74.6470s]
04/11/23 01:33:09| INFO mul_pacc_gs finished [took 92.6473s]
04/11/23 01:35:32| INFO bin_pacc finished [took 239.7541s]
04/11/23 01:35:34| INFO bin_sld finished [took 245.7504s]
04/11/23 01:37:19| INFO mul_sld_gs finished [took 348.1188s]
04/11/23 01:37:30| INFO bin_pacc_gs finished [took 355.4729s]
04/11/23 01:42:07| INFO bin_sld_gs finished [took 636.8598s]
04/11/23 01:42:07| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 639.9201s]
04/11/23 01:42:07| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
04/11/23 01:43:14| INFO ref finished [took 56.1531s]
04/11/23 01:43:19| INFO atc_mc finished [took 59.7473s]
04/11/23 01:43:20| INFO atc_ne finished [took 59.0606s]
04/11/23 01:43:23| INFO mul_pacc finished [took 69.4266s]
04/11/23 01:43:25| INFO mul_sld finished [took 76.3328s]
04/11/23 01:43:49| INFO mul_pacc_gs finished [took 92.3926s]
04/11/23 01:46:05| INFO bin_pacc finished [took 233.1877s]
04/11/23 01:46:08| INFO bin_sld finished [took 239.8757s]
04/11/23 01:47:51| INFO mul_sld_gs finished [took 339.5911s]
04/11/23 01:48:00| INFO bin_pacc_gs finished [took 345.7788s]
04/11/23 01:52:44| INFO bin_sld_gs finished [took 633.8407s]
04/11/23 01:52:44| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 637.0648s]
04/11/23 01:52:44| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
04/11/23 01:53:52| INFO ref finished [took 57.4958s]
04/11/23 01:53:57| INFO atc_mc finished [took 60.9998s]
04/11/23 01:53:58| INFO atc_ne finished [took 60.4847s]
04/11/23 01:54:01| INFO mul_pacc finished [took 70.5216s]
04/11/23 01:54:04| INFO mul_sld finished [took 78.2910s]
04/11/23 01:54:27| INFO mul_pacc_gs finished [took 94.4726s]
04/11/23 01:56:48| INFO bin_pacc finished [took 238.5969s]
04/11/23 01:56:50| INFO bin_sld finished [took 244.5679s]
04/11/23 01:58:31| INFO mul_sld_gs finished [took 342.4843s]
04/11/23 01:58:44| INFO bin_pacc_gs finished [took 352.8264s]
04/11/23 02:03:32| INFO bin_sld_gs finished [took 644.7046s]
04/11/23 02:03:32| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 647.8055s]
04/11/23 02:03:32| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
04/11/23 02:04:37| INFO ref finished [took 55.4488s]
04/11/23 02:04:42| INFO atc_mc finished [took 59.2634s]
04/11/23 02:04:44| INFO atc_ne finished [took 59.1371s]
04/11/23 02:04:46| INFO mul_pacc finished [took 68.0960s]
04/11/23 02:04:50| INFO mul_sld finished [took 76.4282s]
04/11/23 02:05:12| INFO mul_pacc_gs finished [took 91.7735s]
04/11/23 02:07:30| INFO bin_pacc finished [took 232.7650s]
04/11/23 02:07:36| INFO bin_sld finished [took 242.4077s]
04/11/23 02:09:14| INFO mul_sld_gs finished [took 338.1418s]
04/11/23 02:09:26| INFO bin_pacc_gs finished [took 347.2033s]
04/11/23 02:13:59| INFO bin_sld_gs finished [took 624.6098s]
04/11/23 02:13:59| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 627.7979s]
04/11/23 02:13:59| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
04/11/23 02:15:05| INFO ref finished [took 55.1962s]
04/11/23 02:15:10| INFO atc_mc finished [took 59.0907s]
04/11/23 02:15:11| INFO atc_ne finished [took 59.1531s]
04/11/23 02:15:13| INFO mul_pacc finished [took 67.6705s]
04/11/23 02:15:17| INFO mul_sld finished [took 75.4559s]
04/11/23 02:15:41| INFO mul_pacc_gs finished [took 92.4901s]
04/11/23 02:17:59| INFO bin_pacc finished [took 233.8600s]
04/11/23 02:18:04| INFO bin_sld finished [took 243.2382s]
04/11/23 02:19:40| INFO mul_sld_gs finished [took 336.0961s]
04/11/23 02:19:51| INFO bin_pacc_gs finished [took 344.4075s]
04/11/23 02:24:30| INFO bin_sld_gs finished [took 627.6209s]
04/11/23 02:24:30| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 630.8251s]
04/11/23 02:24:30| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
04/11/23 02:25:35| INFO ref finished [took 54.8513s]
04/11/23 02:25:40| INFO atc_mc finished [took 58.8528s]
04/11/23 02:25:41| INFO atc_ne finished [took 58.6035s]
04/11/23 02:25:43| INFO mul_pacc finished [took 66.9030s]
04/11/23 02:25:57| INFO mul_sld finished [took 84.2072s]
04/11/23 02:26:10| INFO mul_pacc_gs finished [took 91.0973s]
04/11/23 02:28:31| INFO bin_pacc finished [took 235.7331s]
04/11/23 02:28:35| INFO bin_sld finished [took 243.6260s]
04/11/23 02:30:09| INFO mul_sld_gs finished [took 334.4842s]
04/11/23 02:30:22| INFO bin_pacc_gs finished [took 344.6874s]
04/11/23 02:34:46| INFO bin_sld_gs finished [took 612.1219s]
04/11/23 02:34:46| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 615.2004s]
----------------------------------------------------------------------------------------------------
04/11/23 02:57:35| INFO dataset rcv1_CCAT_9prevs
04/11/23 02:57:39| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
04/11/23 02:57:47| WARNING Method mul_sld_gsq failed. Exception: MultiClassAccuracyEstimator.__init__() got an unexpected keyword argument 'param_grid'
04/11/23 02:58:59| INFO ref finished [took 64.5948s]
04/11/23 02:59:06| INFO atc_mc finished [took 69.5808s]
04/11/23 02:59:12| INFO mul_pacc finished [took 82.8518s]
04/11/23 02:59:13| INFO atc_ne finished [took 72.1303s]
04/11/23 02:59:26| INFO mul_sld finished [took 103.4201s]
04/11/23 02:59:30| WARNING Method bin_sld_gsq failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
04/11/23 02:59:41| INFO mul_pacc_gs finished [took 109.4672s]
04/11/23 03:01:59| INFO bin_pacc finished [took 251.3945s]
04/11/23 03:02:02| INFO bin_sld finished [took 260.0226s]
04/11/23 03:03:35| INFO mul_sld_gs finished [took 350.1705s]
04/11/23 03:03:48| INFO bin_pacc_gs finished [took 357.9668s]
04/11/23 03:07:59| INFO bin_sld_gs finished [took 615.8087s]
04/11/23 03:07:59| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 620.4985s]
04/11/23 03:07:59| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
04/11/23 03:08:06| WARNING Method mul_sld_gsq failed. Exception: MultiClassAccuracyEstimator.__init__() got an unexpected keyword argument 'param_grid'
04/11/23 03:09:17| INFO ref finished [took 64.4692s]
04/11/23 03:09:25| INFO atc_mc finished [took 71.3766s]
04/11/23 03:09:27| INFO atc_ne finished [took 71.0947s]
04/11/23 03:09:28| INFO mul_pacc finished [took 80.0201s]
04/11/23 03:09:31| INFO mul_sld finished [took 89.4295s]
04/11/23 03:09:55| INFO mul_pacc_gs finished [took 104.7292s]
04/11/23 03:12:25| INFO bin_sld finished [took 263.6824s]
04/11/23 03:12:25| INFO bin_pacc finished [took 258.6502s]
04/11/23 03:14:01| INFO mul_sld_gs finished [took 357.3344s]
04/11/23 03:14:14| INFO bin_sld_gsq finished [took 369.1636s]
04/11/23 03:14:22| INFO bin_pacc_gs finished [took 372.8646s]
04/11/23 03:18:40| INFO bin_sld_gs finished [took 636.9190s]
04/11/23 03:18:40| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 640.2322s]
04/11/23 03:18:40| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
04/11/23 03:18:46| WARNING Method mul_sld_gsq failed. Exception: MultiClassAccuracyEstimator.__init__() got an unexpected keyword argument 'param_grid'
04/11/23 03:19:58| INFO ref finished [took 65.9462s]
04/11/23 03:20:02| INFO atc_mc finished [took 68.5710s]
04/11/23 03:20:04| INFO atc_ne finished [took 68.9466s]
04/11/23 03:20:06| INFO mul_pacc finished [took 77.9039s]
04/11/23 03:20:06| INFO mul_sld finished [took 84.0917s]
04/11/23 03:20:37| INFO mul_pacc_gs finished [took 106.2536s]
04/11/23 03:23:04| INFO bin_pacc finished [took 257.4211s]
04/11/23 03:23:05| INFO bin_sld finished [took 264.3442s]
04/11/23 03:24:49| INFO mul_sld_gs finished [took 365.1691s]
04/11/23 03:25:01| INFO bin_pacc_gs finished [took 371.9184s]
04/11/23 03:25:02| INFO bin_sld_gsq finished [took 377.0442s]
04/11/23 03:29:37| INFO bin_sld_gs finished [took 654.0366s]
04/11/23 03:29:37| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 657.0840s]
04/11/23 03:29:37| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
04/11/23 03:29:42| WARNING Method mul_sld_gsq failed. Exception: MultiClassAccuracyEstimator.__init__() got an unexpected keyword argument 'param_grid'
04/11/23 03:30:51| INFO ref finished [took 62.7217s]
04/11/23 03:30:58| INFO atc_mc finished [took 67.8613s]
04/11/23 03:31:00| INFO atc_ne finished [took 68.5026s]
04/11/23 03:31:03| INFO mul_sld finished [took 83.8857s]
04/11/23 03:31:03| INFO mul_pacc finished [took 78.6340s]
04/11/23 03:31:30| INFO mul_pacc_gs finished [took 103.4683s]
04/11/23 03:34:00| INFO bin_sld finished [took 262.4457s]
04/11/23 03:34:02| INFO bin_pacc finished [took 258.2247s]
04/11/23 03:35:44| INFO mul_sld_gs finished [took 363.8135s]
04/11/23 03:35:58| INFO bin_pacc_gs finished [took 372.0485s]
04/11/23 03:36:05| INFO bin_sld_gsq finished [took 382.9585s]
04/11/23 03:40:39| INFO bin_sld_gs finished [took 659.6222s]
04/11/23 03:40:39| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 662.5763s]
04/11/23 03:40:39| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
04/11/23 03:40:45| WARNING Method mul_sld_gsq failed. Exception: MultiClassAccuracyEstimator.__init__() got an unexpected keyword argument 'param_grid'
04/11/23 03:41:56| INFO ref finished [took 64.5923s]
04/11/23 03:42:01| INFO atc_mc finished [took 68.0148s]
04/11/23 03:42:03| INFO atc_ne finished [took 68.3119s]
04/11/23 03:42:04| INFO mul_pacc finished [took 76.9397s]
04/11/23 03:42:07| INFO mul_sld finished [took 85.5363s]
04/11/23 03:42:34| INFO mul_pacc_gs finished [took 103.4448s]
04/11/23 03:45:01| INFO bin_sld finished [took 260.0814s]
04/11/23 03:45:03| INFO bin_pacc finished [took 256.9386s]
04/11/23 03:46:45| INFO mul_sld_gs finished [took 361.5910s]
04/11/23 03:47:01| INFO bin_pacc_gs finished [took 371.9657s]
04/11/23 03:47:13| INFO bin_sld_gsq finished [took 388.2498s]
04/11/23 03:51:40| INFO bin_sld_gs finished [took 657.4008s]
04/11/23 03:51:40| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 660.5115s]
04/11/23 03:51:40| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
04/11/23 03:51:46| WARNING Method mul_sld_gsq failed. Exception: MultiClassAccuracyEstimator.__init__() got an unexpected keyword argument 'param_grid'
04/11/23 03:52:54| INFO ref finished [took 61.9225s]
04/11/23 03:53:00| INFO atc_mc finished [took 66.3156s]
04/11/23 03:53:02| INFO atc_ne finished [took 66.5025s]
04/11/23 03:53:04| INFO mul_pacc finished [took 75.8808s]
04/11/23 03:53:06| INFO mul_sld finished [took 84.3204s]
04/11/23 03:53:33| INFO mul_pacc_gs finished [took 102.5763s]
04/11/23 03:56:04| INFO bin_sld finished [took 263.2781s]
04/11/23 03:56:04| INFO bin_pacc finished [took 257.7298s]
04/11/23 03:57:44| INFO mul_sld_gs finished [took 359.7910s]
04/11/23 03:58:00| INFO bin_pacc_gs finished [took 371.3848s]
04/11/23 03:58:11| INFO bin_sld_gsq finished [took 386.0904s]
04/11/23 04:02:50| INFO bin_sld_gs finished [took 667.6623s]
04/11/23 04:02:50| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 670.7255s]
04/11/23 04:02:50| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
04/11/23 04:02:57| WARNING Method mul_sld_gsq failed. Exception: MultiClassAccuracyEstimator.__init__() got an unexpected keyword argument 'param_grid'
04/11/23 04:04:05| INFO ref finished [took 62.3256s]
04/11/23 04:04:13| INFO atc_mc finished [took 68.9525s]
04/11/23 04:04:15| INFO atc_ne finished [took 68.8750s]
04/11/23 04:04:16| INFO mul_pacc finished [took 77.5049s]
04/11/23 04:04:19| INFO mul_sld finished [took 86.0694s]
04/11/23 04:04:45| INFO mul_pacc_gs finished [took 103.3513s]
04/11/23 04:07:15| INFO bin_pacc finished [took 257.6456s]
04/11/23 04:07:16| INFO bin_sld finished [took 263.9914s]
04/11/23 04:08:55| INFO mul_sld_gs finished [took 360.5634s]
04/11/23 04:09:12| INFO bin_pacc_gs finished [took 372.2665s]
04/11/23 04:09:18| INFO bin_sld_gsq finished [took 381.8311s]
04/11/23 04:13:39| INFO bin_sld_gs finished [took 645.3599s]
04/11/23 04:13:39| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 648.5328s]
04/11/23 04:13:39| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
04/11/23 04:13:45| WARNING Method mul_sld_gsq failed. Exception: MultiClassAccuracyEstimator.__init__() got an unexpected keyword argument 'param_grid'
04/11/23 04:14:51| INFO ref finished [took 59.8110s]
04/11/23 04:14:58| INFO atc_mc finished [took 65.2666s]
04/11/23 04:14:59| INFO atc_ne finished [took 64.5173s]
04/11/23 04:15:01| INFO mul_pacc finished [took 73.8332s]
04/11/23 04:15:04| INFO mul_sld finished [took 82.3509s]
04/11/23 04:15:29| INFO mul_pacc_gs finished [took 99.3541s]
04/11/23 04:18:00| INFO bin_pacc finished [took 254.3308s]
04/11/23 04:18:03| INFO bin_sld finished [took 262.3008s]
04/11/23 04:19:40| INFO mul_sld_gs finished [took 357.1229s]
04/11/23 04:19:57| INFO bin_pacc_gs finished [took 368.4516s]
04/11/23 04:20:03| INFO bin_sld_gsq finished [took 378.7658s]
04/11/23 04:24:37| INFO bin_sld_gs finished [took 655.1931s]
04/11/23 04:24:37| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 658.3505s]
04/11/23 04:24:37| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
04/11/23 04:24:43| WARNING Method mul_sld_gsq failed. Exception: MultiClassAccuracyEstimator.__init__() got an unexpected keyword argument 'param_grid'
04/11/23 04:25:49| INFO ref finished [took 59.4546s]
04/11/23 04:25:55| INFO atc_mc finished [took 63.5805s]
04/11/23 04:25:58| INFO atc_ne finished [took 63.2985s]
04/11/23 04:25:58| INFO mul_pacc finished [took 72.5198s]
04/11/23 04:26:11| INFO mul_sld finished [took 91.7136s]
04/11/23 04:26:27| INFO mul_pacc_gs finished [took 98.8722s]
04/11/23 04:28:57| INFO bin_pacc finished [took 252.8144s]
04/11/23 04:29:02| INFO bin_sld finished [took 263.8013s]
04/11/23 04:30:35| INFO mul_sld_gs finished [took 353.3693s]
04/11/23 04:30:51| INFO bin_sld_gsq finished [took 368.8564s]
04/11/23 04:30:54| INFO bin_pacc_gs finished [took 367.5592s]
04/11/23 04:35:11| INFO bin_sld_gs finished [took 630.6700s]
04/11/23 04:35:11| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 633.7494s]
----------------------------------------------------------------------------------------------------
04/11/23 19:09:42| INFO dataset rcv1_CCAT_9prevs
04/11/23 19:09:47| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
04/11/23 19:10:28| INFO ref finished [took 36.0351s]
04/11/23 19:10:32| INFO atc_mc finished [took 38.9507s]
04/11/23 19:10:35| INFO mulmc_sld finished [took 43.7869s]
04/11/23 19:10:50| INFO mul_sld finished [took 60.8007s]
04/11/23 19:10:50| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 62.9600s]
04/11/23 19:10:50| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
04/11/23 19:11:29| INFO ref finished [took 36.3632s]
04/11/23 19:11:34| INFO atc_mc finished [took 39.5928s]
04/11/23 19:11:36| INFO mulmc_sld finished [took 44.2915s]
04/11/23 19:11:44| INFO mul_sld finished [took 52.6727s]
04/11/23 19:11:44| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 54.0362s]
04/11/23 19:11:44| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
04/11/23 19:12:24| INFO ref finished [took 36.4303s]
04/11/23 19:12:27| INFO atc_mc finished [took 39.2329s]
04/11/23 19:12:30| INFO mulmc_sld finished [took 43.6247s]
04/11/23 19:12:36| INFO mul_sld finished [took 50.2041s]
04/11/23 19:12:36| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 51.6412s]
04/11/23 19:12:36| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
04/11/23 19:13:16| INFO ref finished [took 36.7551s]
04/11/23 19:13:19| INFO atc_mc finished [took 39.2806s]
04/11/23 19:13:21| INFO mulmc_sld finished [took 43.6120s]
04/11/23 19:13:27| INFO mul_sld finished [took 50.4446s]
04/11/23 19:13:27| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 51.6672s]
04/11/23 19:13:27| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
04/11/23 19:14:07| INFO ref finished [took 35.8789s]
04/11/23 19:14:11| INFO atc_mc finished [took 39.2168s]
04/11/23 19:14:13| INFO mulmc_sld finished [took 43.4580s]
04/11/23 19:14:20| INFO mul_sld finished [took 51.2902s]
04/11/23 19:14:20| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 52.6303s]
04/11/23 19:14:20| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
04/11/23 19:15:00| INFO ref finished [took 36.3735s]
04/11/23 19:15:04| INFO atc_mc finished [took 39.7035s]
04/11/23 19:15:06| INFO mulmc_sld finished [took 43.6364s]
04/11/23 19:15:13| INFO mul_sld finished [took 52.0138s]
04/11/23 19:15:13| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 53.3303s]
04/11/23 19:15:13| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
04/11/23 19:15:54| INFO ref finished [took 37.3366s]
04/11/23 19:15:57| INFO atc_mc finished [took 39.8921s]
04/11/23 19:16:00| INFO mulmc_sld finished [took 44.5159s]
04/11/23 19:16:08| INFO mul_sld finished [took 53.0806s]
04/11/23 19:16:08| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 54.4117s]
04/11/23 19:16:08| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
04/11/23 19:16:47| INFO ref finished [took 35.7800s]
04/11/23 19:16:50| INFO atc_mc finished [took 38.4484s]
04/11/23 19:16:53| INFO mulmc_sld finished [took 42.7405s]
04/11/23 19:17:01| INFO mul_sld finished [took 51.5556s]
04/11/23 19:17:01| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 52.9684s]
04/11/23 19:17:01| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
04/11/23 19:17:39| INFO ref finished [took 35.0919s]
04/11/23 19:17:43| INFO atc_mc finished [took 38.1718s]
04/11/23 19:17:45| INFO mulmc_sld finished [took 42.4413s]
04/11/23 19:17:59| INFO mul_sld finished [took 57.0766s]
04/11/23 19:17:59| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 58.3668s]
----------------------------------------------------------------------------------------------------
04/11/23 19:42:38| INFO dataset rcv1_CCAT_9prevs
04/11/23 19:42:43| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
04/11/23 19:43:27| INFO ref finished [took 38.7664s]
04/11/23 19:43:31| INFO atc_mc finished [took 42.4000s]
04/11/23 19:43:33| INFO mulmc_sld finished [took 47.0913s]
04/11/23 19:43:34| INFO binmc_sld finished [took 47.1675s]
04/11/23 19:43:49| INFO mul_sld finished [took 64.1382s]
04/11/23 19:46:00| INFO bin_sld finished [took 195.9822s]
04/11/23 19:46:00| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 197.2916s]
04/11/23 19:46:00| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
04/11/23 19:46:44| INFO ref finished [took 38.5976s]
04/11/23 19:46:48| INFO atc_mc finished [took 41.9465s]
04/11/23 19:46:49| INFO mulmc_sld finished [took 46.2205s]
04/11/23 19:46:51| INFO binmc_sld finished [took 46.7475s]
04/11/23 19:46:58| INFO mul_sld finished [took 56.3552s]
04/11/23 19:49:14| INFO bin_sld finished [took 193.2923s]
04/11/23 19:49:14| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 194.6251s]
04/11/23 19:49:14| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
04/11/23 19:49:58| INFO ref finished [took 38.3754s]
04/11/23 19:50:02| INFO atc_mc finished [took 41.0091s]
04/11/23 19:50:03| INFO mulmc_sld finished [took 45.6205s]
04/11/23 19:50:05| INFO binmc_sld finished [took 46.1852s]
04/11/23 19:50:10| INFO mul_sld finished [took 52.9704s]
04/11/23 19:52:27| INFO bin_sld finished [took 190.6101s]
04/11/23 19:52:27| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 192.0378s]
04/11/23 19:52:27| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
04/11/23 19:53:10| INFO ref finished [took 38.4467s]
04/11/23 19:53:13| INFO atc_mc finished [took 41.2602s]
04/11/23 19:53:15| INFO mulmc_sld finished [took 45.7496s]
04/11/23 19:53:16| INFO binmc_sld finished [took 45.5531s]
04/11/23 19:53:21| INFO mul_sld finished [took 52.5067s]
04/11/23 19:55:38| INFO bin_sld finished [took 190.7744s]
04/11/23 19:55:38| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 191.9715s]
04/11/23 19:55:39| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
04/11/23 19:56:21| INFO ref finished [took 37.9420s]
04/11/23 19:56:26| INFO atc_mc finished [took 41.2056s]
04/11/23 19:56:27| INFO mulmc_sld finished [took 45.7577s]
04/11/23 19:56:28| INFO binmc_sld finished [took 45.6411s]
04/11/23 19:56:34| INFO mul_sld finished [took 53.5219s]
04/11/23 19:58:51| INFO bin_sld finished [took 191.1772s]
04/11/23 19:58:51| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 192.4566s]
04/11/23 19:58:51| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
04/11/23 19:59:34| INFO ref finished [took 37.8604s]
04/11/23 19:59:38| INFO atc_mc finished [took 41.0334s]
04/11/23 19:59:39| INFO mulmc_sld finished [took 45.1999s]
04/11/23 19:59:40| INFO binmc_sld finished [took 45.4846s]
04/11/23 19:59:47| INFO mul_sld finished [took 54.3166s]
04/11/23 20:02:04| INFO bin_sld finished [took 191.4002s]
04/11/23 20:02:04| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 192.6275s]
04/11/23 20:02:04| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
04/11/23 20:02:48| INFO ref finished [took 38.8313s]
04/11/23 20:02:52| INFO atc_mc finished [took 42.1162s]
04/11/23 20:02:54| INFO mulmc_sld finished [took 47.0413s]
04/11/23 20:02:55| INFO binmc_sld finished [took 46.8891s]
04/11/23 20:03:02| INFO mul_sld finished [took 55.8821s]
04/11/23 20:05:19| INFO bin_sld finished [took 193.7571s]
04/11/23 20:05:19| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 195.2404s]
04/11/23 20:05:19| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
04/11/23 20:06:03| INFO ref finished [took 38.7982s]
04/11/23 20:06:06| INFO atc_mc finished [took 41.6213s]
04/11/23 20:06:08| INFO mulmc_sld finished [took 46.2646s]
04/11/23 20:06:09| INFO binmc_sld finished [took 46.2453s]
04/11/23 20:06:16| INFO mul_sld finished [took 54.8621s]
04/11/23 20:08:35| INFO bin_sld finished [took 194.5226s]
04/11/23 20:08:35| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 195.9251s]
04/11/23 20:08:35| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
04/11/23 20:09:18| INFO ref finished [took 38.3873s]
04/11/23 20:09:22| INFO atc_mc finished [took 41.2537s]
04/11/23 20:09:24| INFO mulmc_sld finished [took 46.2211s]
04/11/23 20:09:25| INFO binmc_sld finished [took 46.6421s]
04/11/23 20:09:38| INFO mul_sld finished [took 60.9539s]
04/11/23 20:11:51| INFO bin_sld finished [took 195.1888s]
04/11/23 20:11:51| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 196.4776s]
----------------------------------------------------------------------------------------------------
04/11/23 20:56:32| INFO dataset rcv1_CCAT_9prevs
04/11/23 20:56:37| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
04/11/23 20:57:33| INFO ref finished [took 49.2697s]
04/11/23 20:57:38| INFO atc_mc finished [took 53.2068s]
04/11/23 20:57:39| INFO mulmc_sld finished [took 58.6224s]
04/11/23 20:58:59| INFO mulmc_sld_gs finished [took 136.0930s]
04/11/23 21:00:30| INFO binmc_sld finished [took 230.3290s]
04/11/23 21:02:12| INFO mul_sld_gs finished [took 333.4899s]
04/11/23 21:06:49| INFO bin_sld_gs finished [took 610.5751s]
04/11/23 21:06:54| INFO binmc_sld_gs finished [took 612.8900s]
04/11/23 21:06:55| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 617.6873s]
04/11/23 21:06:55| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
04/11/23 21:07:52| INFO ref finished [took 49.8077s]
04/11/23 21:07:56| INFO atc_mc finished [took 53.3303s]
04/11/23 21:07:57| INFO mulmc_sld finished [took 58.9345s]
04/11/23 21:09:17| INFO mulmc_sld_gs finished [took 136.5258s]
04/11/23 21:10:51| INFO binmc_sld finished [took 233.4049s]
04/11/23 21:12:35| INFO mul_sld_gs finished [took 338.2751s]
04/11/23 21:17:38| INFO bin_sld_gs finished [took 641.8524s]
04/11/23 21:18:19| INFO binmc_sld_gs finished [took 679.9471s]
04/11/23 21:18:19| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 684.7098s]
04/11/23 21:18:19| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
04/11/23 21:19:24| INFO ref finished [took 55.3767s]
04/11/23 21:19:28| INFO mulmc_sld finished [took 64.2789s]
04/11/23 21:19:29| INFO atc_mc finished [took 59.5610s]
04/11/23 21:20:57| INFO mulmc_sld_gs finished [took 150.1392s]
04/11/23 21:22:36| INFO binmc_sld finished [took 253.0960s]
04/11/23 21:24:16| INFO mul_sld_gs finished [took 354.6283s]
04/11/23 21:29:15| INFO bin_sld_gs finished [took 654.3325s]
04/11/23 21:29:50| INFO binmc_sld_gs finished [took 684.5074s]
04/11/23 21:29:50| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 690.4897s]
04/11/23 21:29:50| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
04/11/23 21:30:45| INFO ref finished [took 48.2647s]
04/11/23 21:30:51| INFO atc_mc finished [took 52.2724s]
04/11/23 21:30:51| INFO mulmc_sld finished [took 57.5142s]
04/11/23 21:32:07| INFO mulmc_sld_gs finished [took 131.4908s]
04/11/23 21:33:38| INFO binmc_sld finished [took 224.9620s]
04/11/23 21:35:22| INFO mul_sld_gs finished [took 329.9053s]
04/11/23 21:40:25| INFO bin_sld_gs finished [took 634.4342s]
04/11/23 21:41:08| INFO binmc_sld_gs finished [took 673.6071s]
04/11/23 21:41:08| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 678.4725s]
04/11/23 21:41:08| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
04/11/23 21:42:03| INFO ref finished [took 47.4381s]
04/11/23 21:42:08| INFO atc_mc finished [took 51.3566s]
04/11/23 21:42:09| INFO mulmc_sld finished [took 56.6180s]
04/11/23 21:43:23| INFO mulmc_sld_gs finished [took 128.6413s]
04/11/23 21:44:54| INFO binmc_sld finished [took 222.7951s]
04/11/23 21:46:39| INFO mul_sld_gs finished [took 328.8118s]
04/11/23 21:51:37| INFO bin_sld_gs finished [took 627.4937s]
04/11/23 21:52:17| INFO binmc_sld_gs finished [took 663.8116s]
04/11/23 21:52:17| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 668.8948s]
04/11/23 21:52:17| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
04/11/23 21:53:12| INFO ref finished [took 47.6269s]
04/11/23 21:53:16| INFO atc_mc finished [took 51.1109s]
04/11/23 21:53:17| INFO mulmc_sld finished [took 56.5728s]
04/11/23 21:54:31| INFO mulmc_sld_gs finished [took 128.0358s]
04/11/23 21:56:00| INFO binmc_sld finished [took 220.0811s]
04/11/23 21:57:46| INFO mul_sld_gs finished [took 327.0856s]
04/11/23 22:02:58| INFO bin_sld_gs finished [took 639.3432s]
04/11/23 22:03:48| INFO binmc_sld_gs finished [took 686.2326s]
04/11/23 22:03:48| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 690.9677s]
04/11/23 22:03:48| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
04/11/23 22:04:42| INFO ref finished [took 47.2804s]
04/11/23 22:04:48| INFO atc_mc finished [took 51.6888s]
04/11/23 22:04:48| INFO mulmc_sld finished [took 56.1465s]
04/11/23 22:06:06| INFO mulmc_sld_gs finished [took 132.4278s]
04/11/23 22:07:33| INFO binmc_sld finished [took 221.9299s]
04/11/23 22:09:19| INFO mul_sld_gs finished [took 329.1446s]
04/11/23 22:14:09| INFO bin_sld_gs finished [took 619.3584s]
04/11/23 22:14:32| INFO binmc_sld_gs finished [took 638.7326s]
04/11/23 22:14:32| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 643.6278s]
04/11/23 22:14:32| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
04/11/23 22:15:26| INFO ref finished [took 47.3139s]
04/11/23 22:15:30| INFO atc_mc finished [took 50.8602s]
04/11/23 22:15:32| INFO mulmc_sld finished [took 56.5107s]
04/11/23 22:16:47| INFO mulmc_sld_gs finished [took 129.5292s]
04/11/23 22:18:22| INFO binmc_sld finished [took 226.9238s]
04/11/23 22:20:02| INFO mul_sld_gs finished [took 327.7014s]
04/11/23 22:24:57| INFO bin_sld_gs finished [took 624.4254s]
04/11/23 22:25:13| INFO binmc_sld_gs finished [took 636.2675s]
04/11/23 22:25:13| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 641.0382s]
04/11/23 22:25:13| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
04/11/23 22:26:07| INFO ref finished [took 47.3224s]
04/11/23 22:26:12| INFO atc_mc finished [took 51.1828s]
04/11/23 22:26:13| INFO mulmc_sld finished [took 56.6133s]
04/11/23 22:27:30| INFO mulmc_sld_gs finished [took 131.3662s]
04/11/23 22:29:05| INFO binmc_sld finished [took 229.3002s]
04/11/23 22:30:38| INFO mul_sld_gs finished [took 323.5271s]
04/11/23 22:35:21| INFO bin_sld_gs finished [took 606.6430s]
04/11/23 22:35:30| INFO binmc_sld_gs finished [took 612.5966s]
04/11/23 22:35:30| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 617.3109s]
----------------------------------------------------------------------------------------------------
04/11/23 22:49:37| ERROR Evaluation over rcv1_CCAT_3prevs failed. Exception: 'Invalid estimator: estimator binmc_sld_gs does not exist'
04/11/23 22:49:37| ERROR Failed while saving configuration rcv1_CCAT_debug of rcv1_CCAT_3prevs. Exception: cannot access local variable 'dr' where it is not associated with a value
----------------------------------------------------------------------------------------------------
04/11/23 22:50:07| INFO dataset rcv1_CCAT_3prevs
04/11/23 22:50:12| INFO Dataset sample 0.40 of dataset rcv1_CCAT_3prevs started
----------------------------------------------------------------------------------------------------
04/11/23 22:55:55| INFO dataset rcv1_CCAT_3prevs
04/11/23 22:55:59| INFO Dataset sample 0.40 of dataset rcv1_CCAT_3prevs started
04/11/23 22:56:48| INFO ref finished [took 44.4275s]
----------------------------------------------------------------------------------------------------
04/11/23 22:56:59| INFO dataset rcv1_CCAT_3prevs
04/11/23 22:57:03| INFO Dataset sample 0.40 of dataset rcv1_CCAT_3prevs started
04/11/23 22:57:09| WARNING Method mul_sld_gs failed. Exception: '>=' not supported between instances of 'TypeError' and 'int'
04/11/23 22:57:17| WARNING Method bin_sld_gs failed. Exception: '>=' not supported between instances of 'TypeError' and 'int'
----------------------------------------------------------------------------------------------------
04/11/23 22:58:04| INFO dataset rcv1_CCAT_3prevs
04/11/23 22:58:09| INFO Dataset sample 0.40 of dataset rcv1_CCAT_3prevs started
04/11/23 22:58:58| INFO ref finished [took 43.7541s]
04/11/23 22:59:05| INFO atc_mc finished [took 50.0628s]
----------------------------------------------------------------------------------------------------
04/11/23 23:01:22| INFO dataset rcv1_CCAT_3prevs
04/11/23 23:01:27| INFO Dataset sample 0.40 of dataset rcv1_CCAT_3prevs started
04/11/23 23:02:16| INFO ref finished [took 43.9765s]
04/11/23 23:02:23| INFO atc_mc finished [took 50.5568s]
----------------------------------------------------------------------------------------------------
04/11/23 23:09:33| INFO dataset rcv1_CCAT_3prevs
04/11/23 23:09:37| INFO Dataset sample 0.40 of dataset rcv1_CCAT_3prevs started
04/11/23 23:09:38| WARNING Method binmc_sld failed. Exception: classifier and pred_proba cannot be both None
04/11/23 23:09:39| WARNING Method mulmc_sld failed. Exception: classifier and pred_proba cannot be both None
04/11/23 23:09:40| WARNING Method bin_sld_gs failed. Exception: no combination of hyperparameters seem to work
04/11/23 23:09:41| WARNING Method mul_sld_gs failed. Exception: no combination of hyperparameters seem to work
----------------------------------------------------------------------------------------------------
04/11/23 23:10:23| INFO dataset rcv1_CCAT_3prevs
04/11/23 23:10:28| INFO Dataset sample 0.40 of dataset rcv1_CCAT_3prevs started
04/11/23 23:11:15| INFO ref finished [took 42.4887s]
04/11/23 23:11:20| INFO atc_mc finished [took 45.6262s]
04/11/23 23:11:21| INFO mulmc_sld finished [took 50.9790s]
04/11/23 23:13:57| INFO binmc_sld finished [took 208.3159s]
----------------------------------------------------------------------------------------------------
04/11/23 23:16:22| INFO dataset rcv1_CCAT_3prevs
04/11/23 23:16:26| INFO Dataset sample 0.40 of dataset rcv1_CCAT_3prevs started
04/11/23 23:17:12| INFO ref finished [took 40.5978s]
04/11/23 23:17:16| INFO atc_mc finished [took 43.6933s]
04/11/23 23:17:17| INFO mulmc_sld finished [took 49.0808s]
04/11/23 23:19:53| INFO binmc_sld finished [took 205.5731s]
04/11/23 23:22:24| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': 'max_conf'} (score=0.00672) [took 354.1411s]
04/11/23 23:23:05| INFO mul_sld_gs finished [took 394.8240s]
04/11/23 23:30:41| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'vs', 'confidence': None} (score=0.00891) [took 852.1465s]
04/11/23 23:33:44| INFO bin_sld_gs finished [took 1035.2071s]
04/11/23 23:33:44| INFO Dataset sample 0.40 of dataset rcv1_CCAT_3prevs finished [took 1038.1845s]
04/11/23 23:33:44| INFO Dataset sample 0.50 of dataset rcv1_CCAT_3prevs started
04/11/23 23:34:33| INFO ref finished [took 43.6409s]
04/11/23 23:34:37| INFO atc_mc finished [took 46.7818s]
04/11/23 23:34:38| INFO mulmc_sld finished [took 51.3459s]
04/11/23 23:37:15| INFO binmc_sld finished [took 209.5746s]
04/11/23 23:39:48| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': 'max_conf'} (score=0.00553) [took 359.3210s]
04/11/23 23:40:28| INFO mul_sld_gs finished [took 399.5320s]
04/11/23 23:48:02| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': None} (score=0.01058) [took 855.1289s]
04/11/23 23:51:06| INFO bin_sld_gs finished [took 1038.6344s]
04/11/23 23:51:06| INFO Dataset sample 0.50 of dataset rcv1_CCAT_3prevs finished [took 1041.6478s]
04/11/23 23:51:06| INFO Dataset sample 0.60 of dataset rcv1_CCAT_3prevs started
04/11/23 23:51:51| INFO ref finished [took 40.0694s]
04/11/23 23:51:55| INFO atc_mc finished [took 42.4882s]
04/11/23 23:51:56| INFO mulmc_sld finished [took 47.7936s]
04/11/23 23:54:29| INFO binmc_sld finished [took 201.3777s]
04/11/23 23:57:03| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': 'max_conf'} (score=0.00429) [took 352.7820s]
04/11/23 23:57:43| INFO mul_sld_gs finished [took 392.5201s]
05/11/23 00:05:21| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': None} (score=0.00552) [took 851.9361s]
05/11/23 00:08:24| INFO bin_sld_gs finished [took 1034.7353s]
05/11/23 00:08:24| INFO Dataset sample 0.60 of dataset rcv1_CCAT_3prevs finished [took 1037.8033s]
----------------------------------------------------------------------------------------------------
05/11/23 00:11:07| INFO dataset rcv1_CCAT_3prevs
05/11/23 00:11:12| INFO Dataset sample 0.40 of dataset rcv1_CCAT_3prevs started
----------------------------------------------------------------------------------------------------
05/11/23 00:28:39| INFO dataset imdb_3prevs
05/11/23 00:28:46| INFO Dataset sample 0.20 of dataset imdb_3prevs started
05/11/23 00:28:55| INFO ref finished [took 8.7347s]
05/11/23 00:28:58| INFO atc_mc finished [took 11.6376s]
05/11/23 00:28:59| INFO mulmc_sld finished [took 13.5476s]
05/11/23 00:28:59| INFO Dataset sample 0.20 of dataset imdb_3prevs finished [took 13.9513s]
05/11/23 00:28:59| INFO Dataset sample 0.50 of dataset imdb_3prevs started
05/11/23 00:29:09| INFO ref finished [took 8.7049s]
05/11/23 00:29:12| INFO atc_mc finished [took 11.6170s]
05/11/23 00:29:14| INFO mulmc_sld finished [took 13.7416s]
05/11/23 00:29:14| INFO Dataset sample 0.50 of dataset imdb_3prevs finished [took 14.2842s]
05/11/23 00:29:14| INFO Dataset sample 0.80 of dataset imdb_3prevs started
05/11/23 00:29:23| INFO ref finished [took 8.6894s]
05/11/23 00:29:26| INFO atc_mc finished [took 11.5275s]
05/11/23 00:29:28| INFO mulmc_sld finished [took 13.6977s]
05/11/23 00:29:28| INFO Dataset sample 0.80 of dataset imdb_3prevs finished [took 14.2742s]
----------------------------------------------------------------------------------------------------
05/11/23 00:34:12| INFO dataset imdb_3prevs
05/11/23 00:34:22| INFO Dataset sample 0.20 of dataset imdb_3prevs started
05/11/23 00:34:41| INFO ref finished [took 17.6558s]
05/11/23 00:34:46| INFO mulmc_sld finished [took 22.9646s]
05/11/23 00:34:48| INFO atc_mc finished [took 24.5871s]
05/11/23 00:34:48| INFO Dataset sample 0.20 of dataset imdb_3prevs finished [took 25.3179s]
05/11/23 00:34:48| INFO Dataset sample 0.50 of dataset imdb_3prevs started
05/11/23 00:35:05| INFO ref finished [took 17.2188s]
05/11/23 00:35:10| INFO mulmc_sld finished [took 22.2420s]
05/11/23 00:35:12| INFO atc_mc finished [took 23.9752s]
05/11/23 00:35:12| INFO Dataset sample 0.50 of dataset imdb_3prevs finished [took 24.7688s]
05/11/23 00:35:12| INFO Dataset sample 0.80 of dataset imdb_3prevs started
05/11/23 00:35:33| INFO ref finished [took 20.0731s]
05/11/23 00:35:38| INFO mulmc_sld finished [took 24.8736s]
05/11/23 00:35:40| INFO atc_mc finished [took 27.0318s]
05/11/23 00:35:40| INFO Dataset sample 0.80 of dataset imdb_3prevs finished [took 27.8108s]
----------------------------------------------------------------------------------------------------
05/11/23 00:39:57| INFO dataset imdb_1prevs
05/11/23 00:40:07| INFO Dataset sample 0.50 of dataset imdb_1prevs started
05/11/23 00:40:26| INFO ref finished [took 17.4863s]
05/11/23 00:40:31| INFO mulmc_sld finished [took 22.5384s]
05/11/23 00:40:33| INFO atc_mc finished [took 24.2747s]
05/11/23 00:40:33| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 25.6430s]
----------------------------------------------------------------------------------------------------
05/11/23 00:41:36| INFO dataset imdb_2prevs
05/11/23 00:41:46| INFO Dataset sample 0.20 of dataset imdb_2prevs started
05/11/23 00:42:05| INFO ref finished [took 17.6637s]
05/11/23 00:42:10| INFO mulmc_sld finished [took 22.6956s]
05/11/23 00:42:11| INFO atc_mc finished [took 24.3529s]
05/11/23 00:42:11| INFO Dataset sample 0.20 of dataset imdb_2prevs finished [took 25.0708s]
05/11/23 00:42:11| INFO Dataset sample 0.80 of dataset imdb_2prevs started
05/11/23 00:42:29| INFO ref finished [took 17.2818s]
05/11/23 00:42:34| INFO mulmc_sld finished [took 22.4054s]
05/11/23 00:42:36| INFO atc_mc finished [took 23.9392s]
05/11/23 00:42:36| INFO Dataset sample 0.80 of dataset imdb_2prevs finished [took 24.7193s]
----------------------------------------------------------------------------------------------------
05/11/23 00:45:54| INFO dataset imdb_2prevs
05/11/23 00:46:04| INFO Dataset sample 0.20 of dataset imdb_2prevs started
05/11/23 00:46:22| INFO ref finished [took 17.2217s]
05/11/23 00:46:27| INFO mulmc_sld finished [took 22.2712s]
05/11/23 00:46:28| INFO atc_mc finished [took 23.7770s]
05/11/23 00:46:28| INFO Dataset sample 0.20 of dataset imdb_2prevs finished [took 24.5092s]
05/11/23 00:46:28| INFO Dataset sample 0.80 of dataset imdb_2prevs started
05/11/23 00:46:46| INFO ref finished [took 17.1303s]
05/11/23 00:46:51| INFO mulmc_sld finished [took 22.5084s]
05/11/23 00:46:53| INFO atc_mc finished [took 23.9160s]
05/11/23 00:46:53| INFO Dataset sample 0.80 of dataset imdb_2prevs finished [took 24.6992s]
----------------------------------------------------------------------------------------------------
05/11/23 00:51:06| INFO dataset imdb_2prevs
05/11/23 00:51:16| INFO Dataset sample 0.20 of dataset imdb_2prevs started
05/11/23 00:51:33| INFO ref finished [took 17.0670s]
05/11/23 00:51:38| INFO mulmc_sld finished [took 22.3141s]
05/11/23 00:51:40| INFO atc_mc finished [took 23.7219s]
05/11/23 00:51:40| INFO Dataset sample 0.20 of dataset imdb_2prevs finished [took 24.4385s]
05/11/23 00:51:40| INFO Dataset sample 0.80 of dataset imdb_2prevs started
05/11/23 00:51:58| INFO ref finished [took 17.1894s]
05/11/23 00:52:03| INFO mulmc_sld finished [took 22.4247s]
05/11/23 00:52:04| INFO atc_mc finished [took 23.6032s]
05/11/23 00:52:04| INFO Dataset sample 0.80 of dataset imdb_2prevs finished [took 24.3674s]
----------------------------------------------------------------------------------------------------
05/11/23 00:53:32| INFO dataset imdb_3prevs
05/11/23 00:53:39| INFO Dataset sample 0.20 of dataset imdb_3prevs started
05/11/23 00:53:48| INFO ref finished [took 8.8062s]
05/11/23 00:53:51| INFO atc_mc finished [took 11.7173s]
05/11/23 00:53:53| INFO mulmc_sld finished [took 13.8761s]
05/11/23 00:53:53| INFO Dataset sample 0.20 of dataset imdb_3prevs finished [took 14.3147s]
05/11/23 00:53:53| INFO Dataset sample 0.50 of dataset imdb_3prevs started
05/11/23 00:54:03| INFO ref finished [took 8.9071s]
05/11/23 00:54:06| INFO atc_mc finished [took 11.7005s]
05/11/23 00:54:08| INFO mulmc_sld finished [took 13.6266s]
05/11/23 00:54:08| INFO Dataset sample 0.50 of dataset imdb_3prevs finished [took 14.1625s]
05/11/23 00:54:08| INFO Dataset sample 0.80 of dataset imdb_3prevs started
05/11/23 00:54:17| INFO ref finished [took 8.7680s]
05/11/23 00:54:20| INFO atc_mc finished [took 11.4957s]
05/11/23 00:54:22| INFO mulmc_sld finished [took 13.5719s]
05/11/23 00:54:22| INFO Dataset sample 0.80 of dataset imdb_3prevs finished [took 14.1564s]
----------------------------------------------------------------------------------------------------
05/11/23 00:57:53| INFO dataset imdb_3prevs
05/11/23 00:57:59| INFO Dataset sample 0.20 of dataset imdb_3prevs started
05/11/23 00:58:08| INFO ref finished [took 8.7497s]
05/11/23 00:58:12| INFO atc_mc finished [took 11.6903s]
05/11/23 00:58:13| INFO mulmc_sld finished [took 13.6731s]
05/11/23 00:58:13| INFO Dataset sample 0.20 of dataset imdb_3prevs finished [took 14.1073s]
05/11/23 00:58:13| INFO Dataset sample 0.50 of dataset imdb_3prevs started
05/11/23 00:58:23| INFO ref finished [took 8.7718s]
05/11/23 00:58:26| INFO atc_mc finished [took 11.7653s]
05/11/23 00:58:28| INFO mulmc_sld finished [took 13.9184s]
05/11/23 00:58:28| INFO Dataset sample 0.50 of dataset imdb_3prevs finished [took 14.4270s]
05/11/23 00:58:28| INFO Dataset sample 0.80 of dataset imdb_3prevs started
05/11/23 00:58:37| INFO ref finished [took 8.8129s]
05/11/23 00:58:40| INFO atc_mc finished [took 11.7267s]
05/11/23 00:58:42| INFO mulmc_sld finished [took 13.6726s]
05/11/23 00:58:42| INFO Dataset sample 0.80 of dataset imdb_3prevs finished [took 14.2387s]
----------------------------------------------------------------------------------------------------
05/11/23 01:04:04| INFO dataset imdb_3prevs
05/11/23 01:04:10| INFO Dataset sample 0.20 of dataset imdb_3prevs started
05/11/23 01:04:20| INFO ref finished [took 8.7879s]
05/11/23 01:04:23| INFO atc_mc finished [took 11.8757s]
05/11/23 01:04:25| INFO mulmc_sld finished [took 13.8698s]
05/11/23 01:04:25| INFO Dataset sample 0.20 of dataset imdb_3prevs finished [took 14.2927s]
05/11/23 01:04:25| INFO Dataset sample 0.50 of dataset imdb_3prevs started
05/11/23 01:04:34| INFO ref finished [took 8.9200s]
05/11/23 01:04:37| INFO atc_mc finished [took 11.9555s]
05/11/23 01:04:39| INFO mulmc_sld finished [took 13.9860s]
05/11/23 01:04:39| INFO Dataset sample 0.50 of dataset imdb_3prevs finished [took 14.5339s]
05/11/23 01:04:39| INFO Dataset sample 0.80 of dataset imdb_3prevs started
05/11/23 01:04:49| INFO ref finished [took 8.8757s]
05/11/23 01:04:52| INFO atc_mc finished [took 11.8222s]
05/11/23 01:04:53| INFO mulmc_sld finished [took 13.7034s]
05/11/23 01:04:53| INFO Dataset sample 0.80 of dataset imdb_3prevs finished [took 14.2710s]
----------------------------------------------------------------------------------------------------
05/11/23 01:08:05| INFO dataset rcv1_CCAT_9prevs
05/11/23 01:08:09| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
05/11/23 01:08:55| INFO ref finished [took 40.9427s]
05/11/23 01:09:00| INFO atc_mc finished [took 44.2152s]
05/11/23 01:09:01| INFO mulmc_sld finished [took 49.6089s]
05/11/23 01:11:38| INFO bin_sld finished [took 207.5917s]
05/11/23 01:13:47| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.00663) [took 333.7044s]
05/11/23 01:14:30| INFO mul_sld_gs finished [took 376.3503s]
05/11/23 01:20:44| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.00619) [took 751.2730s]
05/11/23 01:23:45| INFO bin_sld_gs finished [took 932.2941s]
05/11/23 01:23:45| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 935.3228s]
05/11/23 01:23:45| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
05/11/23 01:24:30| INFO ref finished [took 39.9821s]
05/11/23 01:24:34| INFO atc_mc finished [took 43.3585s]
05/11/23 01:24:36| INFO mulmc_sld finished [took 48.6404s]
05/11/23 01:27:08| INFO bin_sld finished [took 202.3970s]
05/11/23 01:29:17| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'vs', 'confidence': None} (score=0.00699) [took 328.6883s]
05/11/23 01:30:00| INFO mul_sld_gs finished [took 371.2150s]
05/11/23 01:36:40| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.00780) [took 771.8150s]
05/11/23 01:39:44| INFO bin_sld_gs finished [took 956.5831s]
05/11/23 01:39:44| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 959.5214s]
05/11/23 01:39:44| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
05/11/23 01:40:38| INFO ref finished [took 46.9727s]
05/11/23 01:40:42| INFO atc_mc finished [took 49.6456s]
05/11/23 01:40:43| INFO mulmc_sld finished [took 55.1784s]
05/11/23 01:43:16| INFO bin_sld finished [took 209.5653s]
05/11/23 01:45:30| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': 'max_conf'} (score=0.00720) [took 340.0613s]
05/11/23 01:46:09| INFO mul_sld_gs finished [took 379.3695s]
05/11/23 01:53:22| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'vs', 'confidence': None} (score=0.00810) [took 813.3118s]
05/11/23 01:56:25| INFO bin_sld_gs finished [took 996.4380s]
05/11/23 01:56:25| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 1000.8297s]
05/11/23 01:56:25| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
05/11/23 01:57:11| INFO ref finished [took 40.2515s]
05/11/23 01:57:15| INFO atc_mc finished [took 43.5348s]
05/11/23 01:57:15| INFO mulmc_sld finished [took 48.1622s]
05/11/23 01:59:46| INFO bin_sld finished [took 200.0955s]
05/11/23 02:02:00| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': 'max_conf'} (score=0.00644) [took 331.2368s]
05/11/23 02:02:40| INFO mul_sld_gs finished [took 370.8879s]
05/11/23 02:10:02| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': None} (score=0.01269) [took 813.7272s]
05/11/23 02:13:04| INFO bin_sld_gs finished [took 995.6098s]
05/11/23 02:13:04| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 998.5647s]
05/11/23 02:13:04| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
05/11/23 02:13:50| INFO ref finished [took 41.4181s]
05/11/23 02:13:55| INFO atc_mc finished [took 44.8414s]
05/11/23 02:13:55| INFO mulmc_sld finished [took 49.5767s]
05/11/23 02:16:27| INFO bin_sld finished [took 201.8696s]
05/11/23 02:18:33| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'vs', 'confidence': None} (score=0.00636) [took 325.5401s]
05/11/23 02:19:17| INFO mul_sld_gs finished [took 368.9682s]
05/11/23 02:26:26| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.00670) [took 799.7618s]
05/11/23 02:29:29| INFO bin_sld_gs finished [took 982.2921s]
05/11/23 02:29:29| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 985.2925s]
05/11/23 02:29:29| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
05/11/23 02:30:14| INFO ref finished [took 40.3341s]
05/11/23 02:30:18| INFO atc_mc finished [took 43.3032s]
05/11/23 02:30:19| INFO mulmc_sld finished [took 47.8507s]
05/11/23 02:32:51| INFO bin_sld finished [took 200.9647s]
05/11/23 02:34:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': 'max_conf'} (score=0.00596) [took 321.5172s]
05/11/23 02:35:33| INFO mul_sld_gs finished [took 360.5222s]
05/11/23 02:43:22| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': None} (score=0.00544) [took 829.7314s]
05/11/23 02:46:23| INFO bin_sld_gs finished [took 1011.3917s]
05/11/23 02:46:23| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 1014.2514s]
05/11/23 02:46:23| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
05/11/23 02:47:09| INFO ref finished [took 40.4272s]
05/11/23 02:47:13| INFO atc_mc finished [took 43.8966s]
05/11/23 02:47:14| INFO mulmc_sld finished [took 48.4437s]
05/11/23 02:49:47| INFO bin_sld finished [took 202.6013s]
05/11/23 02:51:57| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': 'max_conf'} (score=0.00653) [took 329.4236s]
05/11/23 02:52:36| INFO mul_sld_gs finished [took 368.7426s]
05/11/23 02:59:51| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.01370) [took 804.3215s]
05/11/23 03:02:54| INFO bin_sld_gs finished [took 987.5377s]
05/11/23 03:02:54| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 990.4607s]
05/11/23 03:02:54| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
05/11/23 03:03:40| INFO ref finished [took 41.5104s]
05/11/23 03:03:44| INFO atc_mc finished [took 44.1770s]
05/11/23 03:03:46| INFO mulmc_sld finished [took 49.7176s]
05/11/23 03:06:27| INFO bin_sld finished [took 211.4985s]
05/11/23 03:08:32| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'vs', 'confidence': None} (score=0.00822) [took 334.7029s]
05/11/23 03:09:16| INFO mul_sld_gs finished [took 377.8219s]
05/11/23 03:16:22| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.00984) [took 805.4146s]
05/11/23 03:19:28| INFO bin_sld_gs finished [took 991.0520s]
05/11/23 03:19:28| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 994.1016s]
05/11/23 03:19:28| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
05/11/23 03:20:18| INFO ref finished [took 44.1663s]
05/11/23 03:20:22| INFO atc_mc finished [took 47.3231s]
05/11/23 03:20:23| INFO mulmc_sld finished [took 53.1243s]
05/11/23 03:23:10| INFO bin_sld finished [took 220.4921s]
05/11/23 03:25:11| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'vs', 'confidence': None} (score=0.00811) [took 338.9143s]
05/11/23 03:25:56| INFO mul_sld_gs finished [took 383.9350s]
05/11/23 03:32:44| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': None} (score=0.00954) [took 792.6190s]
05/11/23 03:35:44| INFO bin_sld_gs finished [took 973.2397s]
05/11/23 03:35:44| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 976.4502s]
05/11/23 03:35:57| INFO dataset imbd_9prevs
05/11/23 03:35:57| ERROR Evaluation over imbd_9prevs failed. Exception: 'imbd'
----------------------------------------------------------------------------------------------------
05/11/23 09:42:24| INFO dataset imdb_9prevs
05/11/23 09:42:30| INFO Dataset sample 0.10 of dataset imdb_9prevs started
05/11/23 09:42:44| INFO ref finished [took 10.6450s]
05/11/23 09:42:47| INFO atc_mc finished [took 13.9369s]
05/11/23 09:42:49| INFO mulmc_sld finished [took 16.6526s]
05/11/23 09:42:56| WARNING Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
05/11/23 09:45:26| INFO bin_sld finished [took 173.8798s]
05/11/23 09:47:18| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': None} (score=0.03792) [took 285.1339s]
05/11/23 09:47:33| INFO mul_sld_gs finished [took 300.3243s]
05/11/23 09:47:33| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 302.7180s]
05/11/23 09:47:33| INFO Dataset sample 0.20 of dataset imdb_9prevs started
05/11/23 09:47:46| INFO ref finished [took 12.0501s]
05/11/23 09:47:50| INFO atc_mc finished [took 15.0907s]
05/11/23 09:47:52| INFO mulmc_sld finished [took 17.8502s]
05/11/23 09:50:42| INFO bin_sld finished [took 188.2533s]
05/11/23 09:53:03| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'vs', 'confidence': None} (score=0.01067) [took 328.6088s]
05/11/23 09:53:19| INFO mul_sld_gs finished [took 345.1926s]
05/11/23 10:00:52| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'vs', 'confidence': None} (score=0.00923) [took 798.1316s]
05/11/23 10:03:34| INFO bin_sld_gs finished [took 960.1696s]
05/11/23 10:03:34| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 960.9823s]
05/11/23 10:03:34| INFO Dataset sample 0.30 of dataset imdb_9prevs started
05/11/23 10:03:46| INFO ref finished [took 10.8585s]
05/11/23 10:03:49| INFO atc_mc finished [took 13.6836s]
05/11/23 10:03:51| INFO mulmc_sld finished [took 15.8085s]
05/11/23 10:06:39| INFO bin_sld finished [took 183.7435s]
05/11/23 10:09:02| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': 'max_conf'} (score=0.00707) [took 326.5308s]
05/11/23 10:09:15| INFO mul_sld_gs finished [took 339.3412s]
05/11/23 10:16:51| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.01094) [took 796.0895s]
05/11/23 10:19:27| INFO bin_sld_gs finished [took 952.0793s]
05/11/23 10:19:27| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 953.0580s]
05/11/23 10:19:27| INFO Dataset sample 0.40 of dataset imdb_9prevs started
05/11/23 10:19:39| INFO ref finished [took 10.8707s]
05/11/23 10:19:42| INFO atc_mc finished [took 13.9089s]
05/11/23 10:19:44| INFO mulmc_sld finished [took 15.9994s]
05/11/23 10:22:17| INFO bin_sld finished [took 168.9998s]
05/11/23 10:24:35| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': 'max_conf'} (score=0.00999) [took 306.5297s]
05/11/23 10:24:47| INFO mul_sld_gs finished [took 318.6584s]
05/11/23 10:32:31| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'vs', 'confidence': None} (score=0.01176) [took 782.7189s]
05/11/23 10:35:07| INFO bin_sld_gs finished [took 939.3830s]
05/11/23 10:35:07| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 940.2365s]
05/11/23 10:35:07| INFO Dataset sample 0.50 of dataset imdb_9prevs started
05/11/23 10:35:19| INFO ref finished [took 10.1160s]
05/11/23 10:35:22| INFO atc_mc finished [took 13.6292s]
05/11/23 10:35:24| INFO mulmc_sld finished [took 15.7949s]
05/11/23 10:38:04| INFO bin_sld finished [took 176.0746s]
05/11/23 10:40:28| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.01008) [took 319.8045s]
05/11/23 10:40:45| INFO mul_sld_gs finished [took 336.8792s]
05/11/23 10:48:31| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'vs', 'confidence': None} (score=0.00942) [took 802.9266s]
05/11/23 10:51:09| INFO bin_sld_gs finished [took 961.0002s]
05/11/23 10:51:09| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 961.8311s]
05/11/23 10:51:09| INFO Dataset sample 0.60 of dataset imdb_9prevs started
05/11/23 10:51:21| INFO ref finished [took 10.7059s]
05/11/23 10:51:24| INFO atc_mc finished [took 13.8934s]
05/11/23 10:51:26| INFO mulmc_sld finished [took 16.0295s]
05/11/23 10:54:09| INFO bin_sld finished [took 179.1806s]
05/11/23 10:56:31| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': 'max_conf'} (score=0.00906) [took 320.5350s]
05/11/23 10:56:45| INFO mul_sld_gs finished [took 334.5485s]
05/11/23 11:04:55| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.01228) [took 824.5702s]
05/11/23 11:07:33| INFO bin_sld_gs finished [took 983.3806s]
05/11/23 11:07:33| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 984.1981s]
05/11/23 11:07:34| INFO Dataset sample 0.70 of dataset imdb_9prevs started
05/11/23 11:07:45| INFO ref finished [took 10.7034s]
05/11/23 11:07:49| INFO atc_mc finished [took 14.0668s]
05/11/23 11:07:51| INFO mulmc_sld finished [took 16.2499s]
----------------------------------------------------------------------------------------------------
05/11/23 11:09:19| INFO dataset rcv1_CCAT_9prevs
05/11/23 11:09:24| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
----------------------------------------------------------------------------------------------------
05/11/23 11:10:40| INFO dataset rcv1_CCAT_9prevs
05/11/23 11:10:44| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
05/11/23 11:11:21| INFO ref finished [took 34.7944s]
05/11/23 11:11:25| INFO atc_mc finished [took 37.6168s]
05/11/23 11:11:36| INFO mulmc_sld finished [took 51.0883s]
05/11/23 11:11:36| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 52.3442s]
05/11/23 11:11:36| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
05/11/23 11:12:14| INFO ref finished [took 35.0033s]
05/11/23 11:12:17| INFO atc_mc finished [took 37.7761s]
05/11/23 11:12:24| INFO mulmc_sld finished [took 46.2195s]
05/11/23 11:12:24| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 47.5446s]
05/11/23 11:12:24| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
05/11/23 11:13:01| INFO ref finished [took 35.1077s]
05/11/23 11:13:05| INFO atc_mc finished [took 37.7889s]
05/11/23 11:13:12| INFO mulmc_sld finished [took 46.6515s]
05/11/23 11:13:12| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 48.0359s]
05/11/23 11:13:12| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
05/11/23 11:13:49| INFO ref finished [took 35.0214s]
05/11/23 11:13:53| INFO atc_mc finished [took 37.9480s]
05/11/23 11:14:00| INFO mulmc_sld finished [took 46.4140s]
05/11/23 11:14:00| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 47.5164s]
05/11/23 11:14:00| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
05/11/23 11:14:37| INFO ref finished [took 35.2699s]
05/11/23 11:14:41| INFO atc_mc finished [took 37.9490s]
05/11/23 11:14:49| INFO mulmc_sld finished [took 47.7005s]
05/11/23 11:14:49| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 49.0189s]
05/11/23 11:14:49| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
05/11/23 11:15:26| INFO ref finished [took 35.2350s]
05/11/23 11:15:30| INFO atc_mc finished [took 38.6364s]
05/11/23 11:15:39| INFO mulmc_sld finished [took 48.8860s]
05/11/23 11:15:39| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 50.1097s]
05/11/23 11:15:39| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
05/11/23 11:16:16| INFO ref finished [took 35.0322s]
05/11/23 11:16:20| INFO atc_mc finished [took 38.4809s]
05/11/23 11:16:29| INFO mulmc_sld finished [took 48.6466s]
05/11/23 11:16:29| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 50.0372s]
05/11/23 11:16:29| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
05/11/23 11:17:06| INFO ref finished [took 35.2988s]
05/11/23 11:17:10| INFO atc_mc finished [took 38.3390s]
05/11/23 11:17:18| INFO mulmc_sld finished [took 47.8829s]
05/11/23 11:17:18| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 49.2700s]
05/11/23 11:17:18| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
05/11/23 11:17:56| INFO ref finished [took 35.2614s]
05/11/23 11:17:59| INFO atc_mc finished [took 38.1131s]
05/11/23 11:18:08| INFO mulmc_sld finished [took 49.0925s]
05/11/23 11:18:09| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 50.4765s]
----------------------------------------------------------------------------------------------------
05/11/23 11:26:35| INFO dataset rcv1_CCAT_9prevs
05/11/23 11:26:39| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
05/11/23 11:27:17| INFO ref finished [took 35.3305s]
05/11/23 11:27:21| INFO atc_mc finished [took 37.9469s]
05/11/23 11:27:28| INFO mulmc_sld finished [took 46.9769s]
05/11/23 11:27:28| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 48.3022s]
05/11/23 11:27:28| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
05/11/23 11:28:05| INFO ref finished [took 35.2459s]
05/11/23 11:28:09| INFO atc_mc finished [took 38.1660s]
05/11/23 11:28:15| INFO mulmc_sld finished [took 46.3832s]
05/11/23 11:28:15| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 47.7328s]
05/11/23 11:28:15| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
05/11/23 11:28:53| INFO ref finished [took 35.4919s]
05/11/23 11:28:57| INFO atc_mc finished [took 38.1023s]
05/11/23 11:29:03| INFO mulmc_sld finished [took 46.4657s]
05/11/23 11:29:03| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 47.8578s]
05/11/23 11:29:03| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
05/11/23 11:29:41| INFO ref finished [took 35.3209s]
05/11/23 11:29:45| INFO atc_mc finished [took 38.3693s]
05/11/23 11:29:51| INFO mulmc_sld finished [took 46.5707s]
05/11/23 11:29:51| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 47.7036s]
05/11/23 11:29:51| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
05/11/23 11:30:28| INFO ref finished [took 35.0276s]
05/11/23 11:30:32| INFO atc_mc finished [took 38.1508s]
05/11/23 11:30:40| INFO mulmc_sld finished [took 47.6215s]
05/11/23 11:30:40| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 48.9244s]
05/11/23 11:30:40| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
05/11/23 11:31:17| INFO ref finished [took 35.3308s]
05/11/23 11:31:21| INFO atc_mc finished [took 38.0629s]
05/11/23 11:31:29| INFO mulmc_sld finished [took 47.8783s]
05/11/23 11:31:29| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 49.1655s]
05/11/23 11:31:29| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
05/11/23 11:32:07| INFO ref finished [took 35.1485s]
05/11/23 11:32:10| INFO atc_mc finished [took 38.1974s]
05/11/23 11:32:18| INFO mulmc_sld finished [took 47.6056s]
05/11/23 11:32:18| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 48.9545s]
05/11/23 11:32:18| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
05/11/23 11:32:56| INFO ref finished [took 35.1879s]
05/11/23 11:32:59| INFO atc_mc finished [took 38.1684s]
05/11/23 11:33:07| INFO mulmc_sld finished [took 47.5635s]
05/11/23 11:33:07| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 48.9364s]
05/11/23 11:33:07| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
05/11/23 11:33:45| INFO ref finished [took 35.5855s]
05/11/23 11:33:48| INFO atc_mc finished [took 38.1206s]
05/11/23 11:33:54| INFO mulmc_sld finished [took 45.1957s]
05/11/23 11:33:54| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 46.5129s]
----------------------------------------------------------------------------------------------------
05/11/23 12:02:53| INFO dataset rcv1_CCAT_9prevs
05/11/23 12:02:58| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
05/11/23 12:03:01| WARNING Method mulne_sld failed. Exception: axis 1 is out of bounds for array of dimension 1
05/11/23 12:03:37| INFO ref finished [took 34.9513s]
05/11/23 12:03:41| INFO atc_mc finished [took 37.7710s]
05/11/23 12:03:47| INFO mulmc_sld finished [took 47.2144s]
05/11/23 12:03:56| INFO mul_sld finished [took 56.8347s]
05/11/23 12:03:56| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 58.1052s]
05/11/23 12:03:56| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
05/11/23 12:03:59| WARNING Method mulne_sld failed. Exception: axis 1 is out of bounds for array of dimension 1
05/11/23 12:04:36| INFO ref finished [took 35.5921s]
05/11/23 12:04:40| INFO atc_mc finished [took 38.4587s]
05/11/23 12:04:46| INFO mulmc_sld finished [took 47.5756s]
05/11/23 12:04:47| INFO mul_sld finished [took 50.0690s]
05/11/23 12:04:47| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 51.3609s]
05/11/23 12:04:47| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
05/11/23 12:04:50| WARNING Method mulne_sld failed. Exception: axis 1 is out of bounds for array of dimension 1
05/11/23 12:05:28| INFO ref finished [took 36.0399s]
05/11/23 12:05:31| INFO atc_mc finished [took 38.9414s]
05/11/23 12:05:38| INFO mulmc_sld finished [took 48.4594s]
05/11/23 12:05:38| INFO mul_sld finished [took 49.4355s]
05/11/23 12:05:38| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 50.7799s]
05/11/23 12:05:38| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
05/11/23 12:05:41| WARNING Method mulne_sld failed. Exception: axis 1 is out of bounds for array of dimension 1
----------------------------------------------------------------------------------------------------
05/11/23 12:06:13| INFO dataset rcv1_CCAT_9prevs
05/11/23 12:06:18| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
05/11/23 12:07:03| INFO ref finished [took 41.7793s]
05/11/23 12:07:10| INFO atc_mc finished [took 48.0537s]
05/11/23 12:07:38| WARNING Method mulne_sld failed. Exception: axis 1 is out of bounds for array of dimension 1
----------------------------------------------------------------------------------------------------
05/11/23 12:08:00| INFO dataset rcv1_CCAT_9prevs
05/11/23 12:08:04| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
05/11/23 12:08:47| INFO ref finished [took 37.5352s]
05/11/23 12:08:50| INFO atc_mc finished [took 40.2843s]
05/11/23 12:08:55| INFO mulne_sld finished [took 47.4558s]
05/11/23 12:08:56| INFO mulmc_sld finished [took 49.8247s]
05/11/23 12:09:05| INFO mul_sld finished [took 59.5033s]
05/11/23 12:09:05| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 60.7605s]
05/11/23 12:09:05| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
05/11/23 12:09:47| INFO ref finished [took 37.4891s]
05/11/23 12:09:52| INFO atc_mc finished [took 40.9763s]
05/11/23 12:09:58| INFO mulmc_sld finished [took 50.3687s]
05/11/23 12:09:59| INFO mulne_sld finished [took 50.8494s]
05/11/23 12:10:00| INFO mul_sld finished [took 53.7955s]
05/11/23 12:10:00| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 55.1095s]
05/11/23 12:10:00| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
05/11/23 12:10:44| INFO ref finished [took 39.3665s]
05/11/23 12:10:49| INFO atc_mc finished [took 43.1884s]
05/11/23 12:10:55| INFO mul_sld finished [took 53.2533s]
05/11/23 12:10:55| INFO mulmc_sld finished [took 52.6179s]
05/11/23 12:10:56| INFO mulne_sld finished [took 52.7117s]
05/11/23 12:10:56| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 56.0058s]
05/11/23 12:10:56| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
05/11/23 12:11:40| INFO ref finished [took 39.1357s]
05/11/23 12:11:44| INFO atc_mc finished [took 42.7168s]
05/11/23 12:11:50| INFO mul_sld finished [took 53.1250s]
05/11/23 12:11:51| INFO mulmc_sld finished [took 52.6875s]
05/11/23 12:11:51| INFO mulne_sld finished [took 51.9871s]
05/11/23 12:11:51| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 55.0715s]
05/11/23 12:11:51| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
05/11/23 12:12:34| INFO ref finished [took 38.0624s]
05/11/23 12:12:38| INFO atc_mc finished [took 40.9414s]
05/11/23 12:12:45| INFO mul_sld finished [took 52.0220s]
05/11/23 12:12:46| INFO mulmc_sld finished [took 52.0904s]
05/11/23 12:12:47| INFO mulne_sld finished [took 52.2011s]
05/11/23 12:12:47| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 55.6901s]
05/11/23 12:12:47| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
05/11/23 12:13:29| INFO ref finished [took 37.9734s]
05/11/23 12:13:34| INFO atc_mc finished [took 41.4316s]
05/11/23 12:13:41| INFO mulmc_sld finished [took 51.9276s]
05/11/23 12:13:42| INFO mul_sld finished [took 53.8232s]
05/11/23 12:13:43| INFO mulne_sld finished [took 52.4359s]
05/11/23 12:13:43| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 55.5737s]
05/11/23 12:13:43| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
05/11/23 12:14:25| INFO ref finished [took 38.1687s]
05/11/23 12:14:29| INFO atc_mc finished [took 40.6142s]
05/11/23 12:14:37| INFO mulmc_sld finished [took 52.4191s]
05/11/23 12:14:38| INFO mul_sld finished [took 53.7962s]
05/11/23 12:14:38| INFO mulne_sld finished [took 52.1544s]
05/11/23 12:14:38| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 55.4465s]
05/11/23 12:14:38| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
05/11/23 12:15:21| INFO ref finished [took 38.4494s]
05/11/23 12:15:25| INFO atc_mc finished [took 40.9944s]
05/11/23 12:15:32| INFO mulmc_sld finished [took 51.8551s]
05/11/23 12:15:33| INFO mul_sld finished [took 53.4409s]
05/11/23 12:15:33| INFO mulne_sld finished [took 51.7256s]
05/11/23 12:15:33| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 55.1132s]
05/11/23 12:15:33| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
05/11/23 12:16:16| INFO ref finished [took 38.2838s]
05/11/23 12:16:20| INFO atc_mc finished [took 41.3532s]
05/11/23 12:16:24| INFO mulmc_sld finished [took 49.1257s]
05/11/23 12:16:26| INFO mulne_sld finished [took 49.8205s]
05/11/23 12:16:34| INFO mul_sld finished [took 59.1323s]
05/11/23 12:16:34| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 60.4191s]
----------------------------------------------------------------------------------------------------
05/11/23 12:23:45| INFO dataset rcv1_CCAT_9prevs
05/11/23 12:23:50| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
05/11/23 12:24:32| INFO ref finished [took 38.5638s]
05/11/23 12:24:36| INFO atc_mc finished [took 41.5043s]
05/11/23 12:27:13| INFO binmc_sld finished [took 201.7673s]
05/11/23 12:27:14| INFO bin_sld finished [took 203.3515s]
05/11/23 12:27:17| INFO binne_sld finished [took 204.1403s]
05/11/23 12:27:17| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 207.1212s]
05/11/23 12:27:17| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
05/11/23 12:27:59| INFO ref finished [took 37.8990s]
05/11/23 12:28:02| INFO atc_mc finished [took 40.1947s]
05/11/23 12:30:36| INFO bin_sld finished [took 197.7408s]
05/11/23 12:30:37| INFO binne_sld finished [took 197.0819s]
05/11/23 12:30:37| INFO binmc_sld finished [took 198.5545s]
05/11/23 12:30:37| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 200.7762s]
05/11/23 12:30:37| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
05/11/23 12:31:19| INFO ref finished [took 37.3749s]
05/11/23 12:31:23| INFO atc_mc finished [took 40.9120s]
05/11/23 12:33:54| INFO binmc_sld finished [took 194.5722s]
05/11/23 12:33:55| INFO bin_sld finished [took 195.8961s]
05/11/23 12:33:56| INFO binne_sld finished [took 194.9605s]
05/11/23 12:33:56| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 198.1296s]
05/11/23 12:33:56| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
05/11/23 12:34:37| INFO ref finished [took 37.5561s]
05/11/23 12:34:40| INFO atc_mc finished [took 40.3775s]
05/11/23 12:37:09| INFO bin_sld finished [took 192.3652s]
05/11/23 12:37:12| INFO binne_sld finished [took 193.4666s]
05/11/23 12:37:12| INFO binmc_sld finished [took 194.3499s]
05/11/23 12:37:12| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 196.3675s]
05/11/23 12:37:12| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
05/11/23 12:37:53| INFO ref finished [took 36.5043s]
05/11/23 12:37:57| INFO atc_mc finished [took 40.0038s]
05/11/23 12:40:26| INFO bin_sld finished [took 192.4518s]
05/11/23 12:40:26| INFO binne_sld finished [took 191.2727s]
05/11/23 12:40:26| INFO binmc_sld finished [took 192.3339s]
05/11/23 12:40:26| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 194.5333s]
05/11/23 12:40:27| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
05/11/23 12:41:07| INFO ref finished [took 36.6809s]
05/11/23 12:41:11| INFO atc_mc finished [took 39.9520s]
05/11/23 12:43:40| INFO bin_sld finished [took 192.1873s]
05/11/23 12:43:40| INFO binmc_sld finished [took 191.7820s]
05/11/23 12:43:41| INFO binne_sld finished [took 191.9164s]
05/11/23 12:43:41| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 194.8818s]
05/11/23 12:43:41| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
05/11/23 12:44:22| INFO ref finished [took 36.9564s]
05/11/23 12:44:26| INFO atc_mc finished [took 40.1293s]
05/11/23 12:46:55| INFO bin_sld finished [took 192.4960s]
05/11/23 12:46:56| INFO binmc_sld finished [took 192.8281s]
05/11/23 12:46:58| INFO binne_sld finished [took 193.1524s]
05/11/23 12:46:58| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 196.2697s]
05/11/23 12:46:58| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
05/11/23 12:47:39| INFO ref finished [took 37.2831s]
05/11/23 12:47:42| INFO atc_mc finished [took 39.7258s]
05/11/23 12:50:16| INFO binmc_sld finished [took 195.9783s]
05/11/23 12:50:16| INFO binne_sld finished [took 195.2592s]
05/11/23 12:50:16| INFO bin_sld finished [took 197.4676s]
05/11/23 12:50:16| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 198.8232s]
05/11/23 12:50:16| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
05/11/23 12:50:58| INFO ref finished [took 37.4054s]
05/11/23 12:51:02| INFO atc_mc finished [took 40.4573s]
05/11/23 12:53:36| INFO bin_sld finished [took 198.0953s]
05/11/23 12:53:36| INFO binmc_sld finished [took 197.8028s]
05/11/23 12:53:37| INFO binne_sld finished [took 197.3027s]
05/11/23 12:53:37| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 200.2560s]
----------------------------------------------------------------------------------------------------
05/11/23 13:29:43| INFO dataset rcv1_CCAT_9prevs
05/11/23 13:29:47| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
05/11/23 13:30:43| INFO ref finished [took 47.3558s]
05/11/23 13:30:48| INFO atc_mc finished [took 50.8788s]
05/11/23 13:30:52| INFO mulne_sld finished [took 60.4851s]
05/11/23 13:30:53| INFO mulmc_sld finished [took 63.4717s]
05/11/23 13:33:31| INFO binmc_sld finished [took 222.0328s]
05/11/23 13:33:33| INFO binne_sld finished [took 223.0449s]
05/11/23 13:43:18| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': 'max_conf'} (score=0.00644) [took 803.9708s]
05/11/23 13:44:01| INFO mul_sld_gs finished [took 847.1261s]
05/11/23 13:49:04| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'vs', 'confidence': 'entropy'} (score=0.00589) [took 1151.2473s]
05/11/23 13:52:06| INFO bin_sld_gs finished [took 1333.4736s]
05/11/23 13:52:06| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 1338.9046s]
05/11/23 13:52:06| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
05/11/23 13:53:00| INFO ref finished [took 45.3095s]
05/11/23 13:53:04| INFO atc_mc finished [took 48.2659s]
05/11/23 13:53:08| INFO mulmc_sld finished [took 58.9237s]
05/11/23 13:53:11| INFO mulne_sld finished [took 59.5712s]
05/11/23 13:55:46| INFO binmc_sld finished [took 218.1315s]
05/11/23 13:55:51| INFO binne_sld finished [took 220.8543s]
05/11/23 14:05:34| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'vs', 'confidence': None} (score=0.00699) [took 800.6256s]
05/11/23 14:06:16| INFO mul_sld_gs finished [took 842.1616s]
05/11/23 14:12:14| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'vs', 'confidence': 'entropy'} (score=0.00768) [took 1201.3712s]
05/11/23 14:15:15| INFO bin_sld_gs finished [took 1382.8113s]
05/11/23 14:15:15| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 1388.8622s]
05/11/23 14:15:15| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
05/11/23 14:16:11| INFO ref finished [took 46.8666s]
05/11/23 14:16:15| INFO atc_mc finished [took 49.6779s]
05/11/23 14:16:19| INFO mulmc_sld finished [took 61.0610s]
05/11/23 14:16:22| INFO mulne_sld finished [took 62.2089s]
05/11/23 14:19:02| INFO binmc_sld finished [took 225.5737s]
05/11/23 14:19:03| INFO binne_sld finished [took 223.9017s]
05/11/23 14:28:50| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'vs', 'confidence': 'entropy'} (score=0.00756) [took 806.7930s]
05/11/23 14:29:32| INFO mul_sld_gs finished [took 848.7630s]
05/11/23 14:36:02| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'vs', 'confidence': 'entropy'} (score=0.00781) [took 1240.9138s]
05/11/23 14:39:04| INFO bin_sld_gs finished [took 1422.5520s]
05/11/23 14:39:04| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 1428.8824s]
05/11/23 14:39:04| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
05/11/23 14:39:58| INFO ref finished [took 45.7514s]
05/11/23 14:40:02| INFO atc_mc finished [took 48.3888s]
05/11/23 14:40:05| INFO mulmc_sld finished [took 59.0537s]
05/11/23 14:40:09| INFO mulne_sld finished [took 60.9189s]
05/11/23 14:42:42| INFO binne_sld finished [took 214.5464s]
05/11/23 14:42:44| INFO binmc_sld finished [took 218.8429s]
05/11/23 14:52:23| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'vs', 'confidence': 'entropy'} (score=0.00984) [took 792.5474s]
05/11/23 14:53:05| INFO mul_sld_gs finished [took 834.1824s]
05/11/23 14:59:56| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': 'max_conf'} (score=0.01112) [took 1247.0092s]
05/11/23 15:02:57| INFO bin_sld_gs finished [took 1427.5051s]
05/11/23 15:02:57| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 1432.9172s]
05/11/23 15:02:57| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
05/11/23 15:03:49| INFO ref finished [took 44.4148s]
05/11/23 15:03:54| INFO atc_mc finished [took 47.7566s]
05/11/23 15:04:00| INFO mulmc_sld finished [took 60.5480s]
05/11/23 15:04:03| INFO mulne_sld finished [took 61.2226s]
05/11/23 15:06:30| INFO binmc_sld finished [took 211.9647s]
05/11/23 15:06:32| INFO binne_sld finished [took 211.4312s]
05/11/23 15:16:00| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'vs', 'confidence': 'max_conf'} (score=0.00571) [took 776.6085s]
05/11/23 15:16:42| INFO mul_sld_gs finished [took 817.9358s]
05/11/23 15:23:24| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'vs', 'confidence': 'entropy'} (score=0.00653) [took 1221.6531s]
05/11/23 15:26:23| INFO bin_sld_gs finished [took 1400.9688s]
05/11/23 15:26:23| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 1406.4620s]
05/11/23 15:26:23| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
05/11/23 15:27:16| INFO ref finished [took 44.3988s]
05/11/23 15:27:21| INFO atc_mc finished [took 48.5589s]
05/11/23 15:27:27| INFO mulmc_sld finished [took 61.4269s]
05/11/23 15:27:29| INFO mulne_sld finished [took 61.8292s]
05/11/23 15:29:55| INFO binmc_sld finished [took 210.1585s]
05/11/23 15:29:59| INFO binne_sld finished [took 212.0930s]
05/11/23 15:39:22| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'vs', 'confidence': 'max_conf'} (score=0.00616) [took 771.6071s]
05/11/23 15:40:03| INFO mul_sld_gs finished [took 813.2905s]
05/11/23 15:47:04| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': None} (score=0.00544) [took 1234.9832s]
05/11/23 15:50:10| INFO bin_sld_gs finished [took 1421.7775s]
05/11/23 15:50:10| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 1427.0062s]
05/11/23 15:50:10| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
05/11/23 15:51:11| INFO ref finished [took 49.7682s]
05/11/23 15:51:19| INFO atc_mc finished [took 54.2855s]
05/11/23 15:51:22| INFO mulmc_sld finished [took 68.7688s]
05/11/23 15:51:26| INFO mulne_sld finished [took 69.3711s]
05/11/23 15:54:07| INFO binmc_sld finished [took 234.7962s]
05/11/23 15:54:09| INFO binne_sld finished [took 234.6444s]
05/11/23 16:03:51| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': 'entropy'} (score=0.00765) [took 811.6704s]
05/11/23 16:04:34| INFO mul_sld_gs finished [took 854.8196s]
05/11/23 16:11:10| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'vs', 'confidence': 'max_conf'} (score=0.01234) [took 1252.4784s]
05/11/23 16:14:10| INFO bin_sld_gs finished [took 1431.7446s]
05/11/23 16:14:10| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 1439.1145s]
05/11/23 16:14:10| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
05/11/23 16:15:02| INFO ref finished [took 44.0970s]
05/11/23 16:15:07| INFO atc_mc finished [took 48.2871s]
05/11/23 16:15:13| INFO mulmc_sld finished [took 61.0461s]
05/11/23 16:15:15| INFO mulne_sld finished [took 60.6375s]
05/11/23 16:17:46| INFO binmc_sld finished [took 215.1734s]
05/11/23 16:17:49| INFO binne_sld finished [took 215.7846s]
05/11/23 16:27:15| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'vs', 'confidence': None} (score=0.00822) [took 778.5688s]
05/11/23 16:27:56| INFO mul_sld_gs finished [took 819.2615s]
05/11/23 16:34:16| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': 'entropy'} (score=0.00894) [took 1200.6639s]
05/11/23 16:37:21| INFO bin_sld_gs finished [took 1385.9035s]
05/11/23 16:37:21| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 1391.5055s]
05/11/23 16:37:21| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
05/11/23 16:38:13| INFO ref finished [took 44.7046s]
05/11/23 16:38:18| INFO atc_mc finished [took 48.7802s]
05/11/23 16:38:21| INFO mulmc_sld finished [took 57.4163s]
05/11/23 16:38:24| INFO mulne_sld finished [took 58.9847s]
05/11/23 16:40:59| INFO binmc_sld finished [took 216.7311s]
05/11/23 16:41:01| INFO binne_sld finished [took 216.5312s]
05/11/23 16:50:06| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': 'max_conf'} (score=0.00808) [took 758.6896s]
05/11/23 16:50:46| INFO mul_sld_gs finished [took 798.8038s]
05/11/23 16:56:41| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': 'entropy'} (score=0.00604) [took 1154.7043s]
05/11/23 16:59:39| INFO bin_sld_gs finished [took 1332.5521s]
05/11/23 16:59:39| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 1337.7947s]
----------------------------------------------------------------------------------------------------
05/11/23 20:08:46| ERROR estimate comparison failed. Exceprion: 'environ' object has no attribute 'OUT_PATH'
----------------------------------------------------------------------------------------------------
05/11/23 20:09:08| ERROR estimate comparison failed. Exceprion: 'environ' object has no attribute 'OUT_PATH'
----------------------------------------------------------------------------------------------------
05/11/23 20:09:27| INFO dataset imdb_3prevs
05/11/23 20:09:34| INFO Dataset sample 0.20 of dataset imdb_3prevs started
05/11/23 20:09:44| INFO ref finished [took 8.9550s]
05/11/23 20:09:47| INFO atc_mc finished [took 11.8923s]
05/11/23 20:09:56| INFO mulmc_sld finished [took 21.3196s]
05/11/23 20:09:56| INFO Dataset sample 0.20 of dataset imdb_3prevs finished [took 21.7709s]
05/11/23 20:09:56| INFO Dataset sample 0.50 of dataset imdb_3prevs started
05/11/23 20:10:05| INFO ref finished [took 8.6116s]
05/11/23 20:10:08| INFO atc_mc finished [took 11.6880s]
05/11/23 20:10:16| INFO mulmc_sld finished [took 19.7793s]
05/11/23 20:10:16| INFO Dataset sample 0.50 of dataset imdb_3prevs finished [took 20.3246s]
05/11/23 20:10:16| INFO Dataset sample 0.80 of dataset imdb_3prevs started
05/11/23 20:10:26| INFO ref finished [took 8.6654s]
05/11/23 20:10:29| INFO atc_mc finished [took 11.6975s]
05/11/23 20:10:35| INFO mulmc_sld finished [took 18.1478s]
05/11/23 20:10:35| INFO Dataset sample 0.80 of dataset imdb_3prevs finished [took 18.7200s]
----------------------------------------------------------------------------------------------------
05/11/23 20:11:42| INFO dataset imdb_3prevs
05/11/23 20:11:49| INFO Dataset sample 0.20 of dataset imdb_3prevs started
05/11/23 20:11:58| INFO ref finished [took 8.7146s]
05/11/23 20:12:02| INFO atc_mc finished [took 11.9672s]
05/11/23 20:12:10| INFO mulmc_sld finished [took 20.7824s]
05/11/23 20:12:10| INFO Dataset sample 0.20 of dataset imdb_3prevs finished [took 21.2293s]
05/11/23 20:12:10| INFO Dataset sample 0.50 of dataset imdb_3prevs started
05/11/23 20:12:19| INFO ref finished [took 8.5867s]
05/11/23 20:12:23| INFO atc_mc finished [took 11.6542s]
05/11/23 20:12:30| INFO mulmc_sld finished [took 19.6709s]
05/11/23 20:12:30| INFO Dataset sample 0.50 of dataset imdb_3prevs finished [took 20.1802s]
05/11/23 20:12:30| INFO Dataset sample 0.80 of dataset imdb_3prevs started
05/11/23 20:12:40| INFO ref finished [took 8.7231s]
05/11/23 20:12:43| INFO atc_mc finished [took 11.8244s]
05/11/23 20:12:49| INFO mulmc_sld finished [took 18.0420s]
05/11/23 20:12:49| INFO Dataset sample 0.80 of dataset imdb_3prevs finished [took 18.6102s]
----------------------------------------------------------------------------------------------------
05/11/23 20:14:32| INFO dataset imdb_3prevs
05/11/23 20:14:39| INFO Dataset sample 0.20 of dataset imdb_3prevs started
05/11/23 20:14:48| INFO ref finished [took 8.6247s]
05/11/23 20:14:51| INFO atc_mc finished [took 11.6363s]
05/11/23 20:15:00| INFO mulmc_sld finished [took 20.4634s]
05/11/23 20:15:00| INFO Dataset sample 0.20 of dataset imdb_3prevs finished [took 20.9026s]
05/11/23 20:15:00| INFO Dataset sample 0.50 of dataset imdb_3prevs started
05/11/23 20:15:09| INFO ref finished [took 8.5219s]
05/11/23 20:15:12| INFO atc_mc finished [took 11.6739s]
05/11/23 20:15:20| INFO mulmc_sld finished [took 19.8454s]
05/11/23 20:15:20| INFO Dataset sample 0.50 of dataset imdb_3prevs finished [took 20.3705s]
05/11/23 20:15:20| INFO Dataset sample 0.80 of dataset imdb_3prevs started
05/11/23 20:15:29| INFO ref finished [took 8.5948s]
05/11/23 20:15:32| INFO atc_mc finished [took 11.7465s]
05/11/23 20:15:39| INFO mulmc_sld finished [took 17.9276s]
05/11/23 20:15:39| INFO Dataset sample 0.80 of dataset imdb_3prevs finished [took 18.4893s]
----------------------------------------------------------------------------------------------------
05/11/23 20:16:10| INFO dataset imdb_3prevs
05/11/23 20:16:17| INFO Dataset sample 0.20 of dataset imdb_3prevs started
05/11/23 20:16:26| INFO ref finished [took 8.3736s]
05/11/23 20:16:29| INFO atc_mc finished [took 11.3995s]
05/11/23 20:16:38| INFO mulmc_sld finished [took 20.4916s]
05/11/23 20:16:38| INFO Dataset sample 0.20 of dataset imdb_3prevs finished [took 20.9187s]
05/11/23 20:16:38| INFO Dataset sample 0.50 of dataset imdb_3prevs started
05/11/23 20:16:47| INFO ref finished [took 8.4368s]
05/11/23 20:16:50| INFO atc_mc finished [took 11.4889s]
05/11/23 20:16:58| INFO mulmc_sld finished [took 19.6803s]
05/11/23 20:16:58| INFO Dataset sample 0.50 of dataset imdb_3prevs finished [took 20.2091s]
05/11/23 20:16:58| INFO Dataset sample 0.80 of dataset imdb_3prevs started
05/11/23 20:17:08| INFO ref finished [took 8.9281s]
05/11/23 20:17:11| INFO atc_mc finished [took 11.9333s]
05/11/23 20:17:17| INFO mulmc_sld finished [took 18.2367s]
05/11/23 20:17:17| INFO Dataset sample 0.80 of dataset imdb_3prevs finished [took 18.8309s]
----------------------------------------------------------------------------------------------------
06/11/23 01:34:48| INFO dataset imdb_3prevs
06/11/23 01:34:59| INFO Dataset sample 0.20 of dataset imdb_3prevs started
06/11/23 01:35:18| INFO ref finished [took 18.0987s]
06/11/23 01:35:24| INFO atc_mc finished [took 24.9118s]
06/11/23 01:35:31| INFO mulmc_sld finished [took 32.0631s]
06/11/23 01:35:31| INFO Dataset sample 0.20 of dataset imdb_3prevs finished [took 32.6119s]
06/11/23 01:35:31| INFO Dataset sample 0.50 of dataset imdb_3prevs started
06/11/23 01:35:51| INFO ref finished [took 18.7770s]
06/11/23 01:35:58| INFO atc_mc finished [took 25.5592s]
06/11/23 01:36:04| INFO mulmc_sld finished [took 31.9103s]
06/11/23 01:36:04| INFO Dataset sample 0.50 of dataset imdb_3prevs finished [took 32.5205s]
06/11/23 01:36:04| INFO Dataset sample 0.80 of dataset imdb_3prevs started
06/11/23 01:36:23| INFO ref finished [took 18.5730s]
06/11/23 01:36:31| INFO atc_mc finished [took 25.8019s]
06/11/23 01:36:33| INFO mulmc_sld finished [took 28.9526s]
06/11/23 01:36:33| INFO Dataset sample 0.80 of dataset imdb_3prevs finished [took 29.5292s]
----------------------------------------------------------------------------------------------------
06/11/23 02:06:40| INFO dataset imdb_3prevs
06/11/23 02:06:47| INFO Dataset sample 0.20 of dataset imdb_3prevs started
06/11/23 02:06:56| INFO ref finished [took 9.0989s]
06/11/23 02:06:59| INFO atc_mc finished [took 12.2513s]
06/11/23 03:01:43| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'vs', 'quantifier__exact_train_prev': False, 'confidence': 'max_conf'} (score=0.00738) [took 3296.0714s]
06/11/23 03:01:56| INFO mul_sld_gs finished [took 3309.2417s]
06/11/23 03:01:56| INFO Dataset sample 0.20 of dataset imdb_3prevs finished [took 3309.7038s]
06/11/23 03:01:56| INFO Dataset sample 0.50 of dataset imdb_3prevs started
06/11/23 03:02:06| INFO ref finished [took 8.5518s]
06/11/23 03:02:09| INFO atc_mc finished [took 11.4390s]
06/11/23 03:54:23| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00899) [took 3146.2364s]
06/11/23 03:54:37| INFO mul_sld_gs finished [took 3159.8209s]
06/11/23 03:54:37| INFO Dataset sample 0.50 of dataset imdb_3prevs finished [took 3160.3546s]
06/11/23 03:54:37| INFO Dataset sample 0.80 of dataset imdb_3prevs started
06/11/23 03:54:46| INFO ref finished [took 8.2678s]
06/11/23 03:54:48| INFO atc_mc finished [took 11.0430s]
06/11/23 04:47:50| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': False, 'confidence': 'entropy'} (score=0.00770) [took 3193.1812s]
06/11/23 04:48:04| INFO mul_sld_gs finished [took 3206.9550s]
06/11/23 04:48:04| INFO Dataset sample 0.80 of dataset imdb_3prevs finished [took 3207.5040s]
----------------------------------------------------------------------------------------------------
06/11/23 05:14:48| INFO dataset rcv1_CCAT_9prevs
06/11/23 05:14:53| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
06/11/23 05:15:55| INFO ref finished [took 48.0242s]
06/11/23 05:16:01| INFO atc_mc finished [took 51.7851s]
06/11/23 05:16:04| INFO mul_pacc finished [took 58.4704s]
06/11/23 05:16:04| INFO mulne_sld finished [took 62.7354s]
06/11/23 05:16:04| INFO mulmc_sld finished [took 66.2593s]
06/11/23 05:16:14| INFO mul_sld finished [took 78.2483s]
06/11/23 05:18:40| INFO bin_pacc finished [took 217.0012s]
06/11/23 05:18:43| INFO bin_sld finished [took 227.8835s]
06/11/23 05:18:43| INFO binne_sld finished [took 223.2764s]
06/11/23 05:18:44| INFO binmc_sld finished [took 226.7324s]
06/11/23 05:18:44| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 230.5906s]
06/11/23 05:18:44| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
06/11/23 05:19:44| INFO ref finished [took 49.5147s]
06/11/23 05:19:51| INFO atc_mc finished [took 54.8022s]
06/11/23 05:19:53| INFO mul_pacc finished [took 60.3260s]
06/11/23 05:19:55| INFO mulmc_sld finished [took 67.0280s]
06/11/23 05:19:56| INFO mul_sld finished [took 70.4092s]
06/11/23 05:19:58| INFO mulne_sld finished [took 67.3468s]
06/11/23 05:22:30| INFO bin_sld finished [took 224.7344s]
06/11/23 05:22:30| INFO bin_pacc finished [took 218.3044s]
06/11/23 05:22:30| INFO binmc_sld finished [took 223.3607s]
06/11/23 05:22:33| INFO binne_sld finished [took 223.6042s]
06/11/23 05:22:33| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 229.0745s]
06/11/23 05:22:33| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
06/11/23 05:23:32| INFO ref finished [took 48.1565s]
06/11/23 05:23:37| INFO atc_mc finished [took 52.1124s]
06/11/23 05:23:40| INFO mul_pacc finished [took 58.0112s]
06/11/23 05:23:40| INFO mul_sld finished [took 65.2727s]
06/11/23 05:23:42| INFO mulmc_sld finished [took 64.5943s]
06/11/23 05:23:43| INFO mulne_sld finished [took 63.9053s]
06/11/23 05:26:13| INFO bin_sld finished [took 218.6511s]
06/11/23 05:26:16| INFO bin_pacc finished [took 215.1485s]
06/11/23 05:26:17| INFO binne_sld finished [took 218.6855s]
06/11/23 05:26:17| INFO binmc_sld finished [took 221.2605s]
06/11/23 05:26:17| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 224.5608s]
06/11/23 05:26:17| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
06/11/23 05:27:15| INFO ref finished [took 48.2181s]
06/11/23 05:27:21| INFO atc_mc finished [took 52.3420s]
06/11/23 05:27:23| INFO mul_pacc finished [took 57.1950s]
06/11/23 05:27:24| INFO mul_sld finished [took 64.4722s]
06/11/23 05:27:26| INFO mulmc_sld finished [took 64.1870s]
06/11/23 05:27:27| INFO mulne_sld finished [took 63.7407s]
06/11/23 05:29:52| INFO bin_sld finished [took 213.1913s]
06/11/23 05:29:53| INFO bin_pacc finished [took 208.1322s]
06/11/23 05:29:53| INFO binmc_sld finished [took 212.6473s]
06/11/23 05:29:57| INFO binne_sld finished [took 214.5243s]
06/11/23 05:29:57| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 219.5765s]
06/11/23 05:29:57| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
06/11/23 05:30:55| INFO ref finished [took 47.7289s]
06/11/23 05:31:01| INFO atc_mc finished [took 52.1531s]
06/11/23 05:31:03| INFO mul_pacc finished [took 57.3804s]
06/11/23 05:31:06| INFO mul_sld finished [took 66.9237s]
06/11/23 05:31:06| INFO mulmc_sld finished [took 65.3230s]
06/11/23 05:31:09| INFO mulne_sld finished [took 65.6645s]
06/11/23 05:33:33| INFO bin_sld finished [took 214.3242s]
06/11/23 05:33:34| INFO bin_pacc finished [took 209.3862s]
06/11/23 05:33:35| INFO binmc_sld finished [took 214.4687s]
06/11/23 05:33:37| INFO binne_sld finished [took 214.7267s]
06/11/23 05:33:37| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 220.0212s]
06/11/23 05:33:37| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
06/11/23 05:34:35| INFO ref finished [took 48.0021s]
06/11/23 05:34:41| INFO atc_mc finished [took 52.2171s]
06/11/23 05:34:43| INFO mul_pacc finished [took 57.2348s]
06/11/23 05:34:46| INFO mul_sld finished [took 67.0899s]
06/11/23 05:34:47| INFO mulmc_sld finished [took 66.1078s]
06/11/23 05:34:49| INFO mulne_sld finished [took 66.0237s]
06/11/23 05:37:13| INFO bin_sld finished [took 214.9942s]
06/11/23 05:37:13| INFO binmc_sld finished [took 213.1574s]
06/11/23 05:37:14| INFO bin_pacc finished [took 209.1347s]
06/11/23 05:37:17| INFO binne_sld finished [took 214.9703s]
06/11/23 05:37:17| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 220.1235s]
06/11/23 05:37:17| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
06/11/23 05:38:15| INFO ref finished [took 47.8227s]
06/11/23 05:38:20| INFO atc_mc finished [took 51.9364s]
06/11/23 05:38:23| INFO mul_pacc finished [took 56.9053s]
06/11/23 05:38:27| INFO mul_sld finished [took 67.4535s]
06/11/23 05:38:27| INFO mulmc_sld finished [took 65.5956s]
06/11/23 05:38:30| INFO mulne_sld finished [took 66.0476s]
06/11/23 05:40:55| INFO bin_pacc finished [took 210.0633s]
06/11/23 05:40:56| INFO binmc_sld finished [took 215.3452s]
06/11/23 05:40:56| INFO bin_sld finished [took 217.8091s]
06/11/23 05:40:59| INFO binne_sld finished [took 216.8970s]
06/11/23 05:40:59| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 222.2971s]
06/11/23 05:40:59| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
06/11/23 05:41:57| INFO ref finished [took 47.6970s]
06/11/23 05:42:03| INFO atc_mc finished [took 52.0893s]
06/11/23 05:42:05| INFO mul_pacc finished [took 56.6428s]
06/11/23 05:42:09| INFO mul_sld finished [took 66.8810s]
06/11/23 05:42:09| INFO mulmc_sld finished [took 65.8427s]
06/11/23 05:42:11| INFO mulne_sld finished [took 64.8594s]
06/11/23 05:44:36| INFO bin_pacc finished [took 208.7884s]
06/11/23 05:44:38| INFO bin_sld finished [took 216.6052s]
06/11/23 05:44:38| INFO binmc_sld finished [took 215.5486s]
06/11/23 05:44:43| INFO binne_sld finished [took 217.9926s]
06/11/23 05:44:43| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 223.2270s]
06/11/23 05:44:43| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
06/11/23 05:45:40| INFO ref finished [took 48.0710s]
06/11/23 05:45:46| INFO atc_mc finished [took 52.0992s]
06/11/23 05:45:48| INFO mul_pacc finished [took 56.6568s]
06/11/23 05:45:49| INFO mulmc_sld finished [took 61.7314s]
06/11/23 05:45:52| INFO mulne_sld finished [took 62.7505s]
06/11/23 05:45:59| INFO mul_sld finished [took 73.7681s]
06/11/23 05:48:18| INFO bin_pacc finished [took 208.2267s]
06/11/23 05:48:23| INFO bin_sld finished [took 218.9333s]
06/11/23 05:48:24| INFO binmc_sld finished [took 218.0032s]
06/11/23 05:48:27| INFO binne_sld finished [took 219.2450s]
06/11/23 05:48:27| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 224.3446s]
06/11/23 05:49:49| INFO dataset imdb_9prevs
06/11/23 05:49:57| INFO Dataset sample 0.10 of dataset imdb_9prevs started
06/11/23 05:50:12| INFO ref finished [took 13.3064s]
06/11/23 05:50:17| INFO atc_mc finished [took 17.3508s]
06/11/23 05:50:19| INFO mul_pacc finished [took 20.0802s]
06/11/23 05:50:22| INFO mulne_sld finished [took 23.6723s]
06/11/23 05:50:24| INFO mulmc_sld finished [took 25.5159s]
06/11/23 05:50:39| INFO mul_sld finished [took 40.7099s]
06/11/23 05:52:55| INFO bin_pacc finished [took 176.3728s]
06/11/23 05:53:05| INFO binmc_sld finished [took 186.8240s]
06/11/23 05:53:06| INFO binne_sld finished [took 187.6585s]
06/11/23 05:53:07| INFO bin_sld finished [took 189.1728s]
06/11/23 05:53:07| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 189.6034s]
06/11/23 05:53:07| INFO Dataset sample 0.20 of dataset imdb_9prevs started
06/11/23 05:53:22| INFO ref finished [took 13.2778s]
06/11/23 05:53:26| INFO atc_mc finished [took 17.4491s]
06/11/23 05:53:28| INFO mul_pacc finished [took 19.9359s]
06/11/23 05:53:40| INFO mulmc_sld finished [took 31.6686s]
06/11/23 05:53:44| INFO mulne_sld finished [took 35.2085s]
06/11/23 05:53:44| INFO mul_sld finished [took 36.2502s]
06/11/23 05:56:05| INFO bin_pacc finished [took 177.0225s]
06/11/23 05:56:13| INFO binmc_sld finished [took 185.4811s]
06/11/23 05:56:15| INFO bin_sld finished [took 187.1039s]
06/11/23 05:56:16| INFO binne_sld finished [took 187.3163s]
06/11/23 05:56:16| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 188.4781s]
06/11/23 05:56:16| INFO Dataset sample 0.30 of dataset imdb_9prevs started
06/11/23 05:56:31| INFO ref finished [took 13.4513s]
06/11/23 05:56:36| INFO atc_mc finished [took 18.1025s]
06/11/23 05:56:38| INFO mul_pacc finished [took 20.3997s]
06/11/23 05:56:45| INFO mulmc_sld finished [took 28.4298s]
06/11/23 05:56:46| INFO mulne_sld finished [took 28.8678s]
06/11/23 05:56:46| INFO mul_sld finished [took 29.5573s]
06/11/23 05:59:11| INFO bin_pacc finished [took 174.0262s]
06/11/23 05:59:17| INFO binmc_sld finished [took 180.1998s]
06/11/23 05:59:18| INFO binne_sld finished [took 181.2200s]
06/11/23 05:59:19| INFO bin_sld finished [took 182.1672s]
06/11/23 05:59:19| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 183.0515s]
06/11/23 05:59:19| INFO Dataset sample 0.40 of dataset imdb_9prevs started
06/11/23 05:59:34| INFO ref finished [took 13.5163s]
06/11/23 05:59:39| INFO atc_mc finished [took 17.9856s]
06/11/23 05:59:41| INFO mul_pacc finished [took 20.7441s]
06/11/23 05:59:49| INFO mulmc_sld finished [took 29.2747s]
06/11/23 05:59:50| INFO mulne_sld finished [took 29.6624s]
06/11/23 05:59:50| INFO mul_sld finished [took 30.3432s]
06/11/23 06:02:17| INFO bin_pacc finished [took 176.7354s]
06/11/23 06:02:19| INFO binmc_sld finished [took 179.9981s]
06/11/23 06:02:21| INFO bin_sld finished [took 181.6844s]
06/11/23 06:02:22| INFO binne_sld finished [took 182.0846s]
06/11/23 06:02:22| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 183.2033s]
06/11/23 06:02:22| INFO Dataset sample 0.50 of dataset imdb_9prevs started
06/11/23 06:02:37| INFO ref finished [took 13.4688s]
06/11/23 06:02:42| INFO atc_mc finished [took 18.0218s]
06/11/23 06:02:44| INFO mul_pacc finished [took 20.5800s]
06/11/23 06:02:52| INFO mulmc_sld finished [took 29.0192s]
06/11/23 06:02:52| INFO mul_sld finished [took 29.4403s]
06/11/23 06:02:52| INFO mulne_sld finished [took 29.1611s]
06/11/23 06:05:19| INFO bin_pacc finished [took 175.5125s]
06/11/23 06:05:23| INFO binmc_sld finished [took 180.0427s]
06/11/23 06:05:25| INFO binne_sld finished [took 182.5814s]
06/11/23 06:05:26| INFO bin_sld finished [took 183.2892s]
06/11/23 06:05:26| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 183.8611s]
06/11/23 06:05:26| INFO Dataset sample 0.60 of dataset imdb_9prevs started
06/11/23 06:05:41| INFO ref finished [took 13.4643s]
06/11/23 06:05:45| INFO atc_mc finished [took 17.9768s]
06/11/23 06:05:48| INFO mul_pacc finished [took 20.7525s]
06/11/23 06:05:55| INFO mulmc_sld finished [took 28.8234s]
06/11/23 06:05:55| INFO mulne_sld finished [took 28.6537s]
06/11/23 06:05:56| INFO mul_sld finished [took 29.6167s]
06/11/23 06:08:24| INFO bin_pacc finished [took 176.5335s]
06/11/23 06:08:27| INFO binmc_sld finished [took 180.4803s]
06/11/23 06:08:28| INFO bin_sld finished [took 181.6676s]
06/11/23 06:08:29| INFO binne_sld finished [took 182.0534s]
06/11/23 06:08:29| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 183.0240s]
06/11/23 06:08:29| INFO Dataset sample 0.70 of dataset imdb_9prevs started
06/11/23 06:08:44| INFO ref finished [took 13.7566s]
06/11/23 06:08:49| INFO atc_mc finished [took 17.9495s]
06/11/23 06:08:51| INFO mul_pacc finished [took 20.5859s]
06/11/23 06:08:57| INFO mulmc_sld finished [took 27.4370s]
06/11/23 06:08:58| INFO mul_sld finished [took 28.3224s]
06/11/23 06:08:58| INFO mulne_sld finished [took 28.1390s]
06/11/23 06:11:26| INFO bin_pacc finished [took 175.7412s]
06/11/23 06:11:31| INFO binmc_sld finished [took 181.4310s]
06/11/23 06:11:32| INFO binne_sld finished [took 182.0095s]
06/11/23 06:11:33| INFO bin_sld finished [took 183.6520s]
06/11/23 06:11:33| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 184.2005s]
06/11/23 06:11:33| INFO Dataset sample 0.80 of dataset imdb_9prevs started
06/11/23 06:11:48| INFO ref finished [took 13.5418s]
06/11/23 06:11:53| INFO atc_mc finished [took 17.8150s]
06/11/23 06:11:55| INFO mul_pacc finished [took 20.4761s]
06/11/23 06:12:01| INFO mulmc_sld finished [took 27.2741s]
06/11/23 06:12:02| INFO mulne_sld finished [took 27.2693s]
06/11/23 06:12:02| INFO mul_sld finished [took 28.3364s]
06/11/23 06:14:30| INFO bin_pacc finished [took 175.7637s]
06/11/23 06:14:37| INFO binmc_sld finished [took 183.2422s]
06/11/23 06:14:38| INFO bin_sld finished [took 184.1064s]
06/11/23 06:14:39| INFO binne_sld finished [took 184.9073s]
06/11/23 06:14:39| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 186.2580s]
06/11/23 06:14:39| INFO Dataset sample 0.90 of dataset imdb_9prevs started
06/11/23 06:14:41| WARNING Method mul_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 06:14:41| WARNING Method bin_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 06:14:52| INFO ref finished [took 11.6315s]
06/11/23 06:14:56| INFO atc_mc finished [took 15.3068s]
06/11/23 06:15:01| INFO mulne_sld finished [took 21.1133s]
06/11/23 06:15:02| INFO mulmc_sld finished [took 22.2375s]
06/11/23 06:15:08| INFO mul_sld finished [took 27.8149s]
06/11/23 06:17:32| INFO binne_sld finished [took 171.8722s]
06/11/23 06:17:32| INFO bin_sld finished [took 172.4710s]
06/11/23 06:17:33| INFO binmc_sld finished [took 172.8193s]
06/11/23 06:17:33| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 173.4411s]
06/11/23 06:18:54| INFO dataset rcv1_GCAT_9prevs
06/11/23 06:18:59| INFO Dataset sample 0.10 of dataset rcv1_GCAT_9prevs started
06/11/23 06:19:11| WARNING Method bin_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 06:19:11| WARNING Method mul_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 06:19:54| INFO ref finished [took 42.0769s]
06/11/23 06:19:59| INFO atc_mc finished [took 45.5011s]
06/11/23 06:20:14| INFO mulne_sld finished [took 66.0516s]
06/11/23 06:20:15| INFO mul_sld finished [took 73.1171s]
06/11/23 06:20:17| INFO mulmc_sld finished [took 72.1930s]
06/11/23 06:22:23| INFO bin_sld finished [took 203.0368s]
06/11/23 06:22:27| INFO binmc_sld finished [took 203.2975s]
06/11/23 06:22:29| INFO binne_sld finished [took 202.7501s]
06/11/23 06:22:29| INFO Dataset sample 0.10 of dataset rcv1_GCAT_9prevs finished [took 210.2201s]
06/11/23 06:22:29| INFO Dataset sample 0.20 of dataset rcv1_GCAT_9prevs started
06/11/23 06:23:26| INFO ref finished [took 46.6022s]
06/11/23 06:23:31| INFO atc_mc finished [took 50.3293s]
06/11/23 06:23:33| INFO mul_pacc finished [took 54.9265s]
06/11/23 06:23:46| INFO mul_sld finished [took 74.9035s]
06/11/23 06:23:52| INFO mulne_sld finished [took 76.2697s]
06/11/23 06:23:54| INFO mulmc_sld finished [took 80.8754s]
06/11/23 06:26:06| INFO bin_pacc finished [took 209.7751s]
06/11/23 06:26:08| INFO bin_sld finished [took 217.8889s]
06/11/23 06:26:13| INFO binmc_sld finished [took 220.7753s]
06/11/23 06:26:14| INFO binne_sld finished [took 219.7510s]
06/11/23 06:26:14| INFO Dataset sample 0.20 of dataset rcv1_GCAT_9prevs finished [took 224.9268s]
06/11/23 06:26:14| INFO Dataset sample 0.30 of dataset rcv1_GCAT_9prevs started
06/11/23 06:27:10| INFO ref finished [took 46.4938s]
06/11/23 06:27:16| INFO atc_mc finished [took 50.5904s]
06/11/23 06:27:18| INFO mul_pacc finished [took 55.4949s]
06/11/23 06:27:26| INFO mulmc_sld finished [took 67.7140s]
06/11/23 06:27:26| INFO mul_sld finished [took 70.0891s]
06/11/23 06:27:28| INFO mulne_sld finished [took 68.1806s]
06/11/23 06:29:50| INFO bin_pacc finished [took 208.6091s]
06/11/23 06:29:51| INFO binmc_sld finished [took 213.7985s]
06/11/23 06:29:51| INFO bin_sld finished [took 215.8158s]
06/11/23 06:29:55| INFO binne_sld finished [took 215.5523s]
06/11/23 06:29:55| INFO Dataset sample 0.30 of dataset rcv1_GCAT_9prevs finished [took 220.4589s]
06/11/23 06:29:55| INFO Dataset sample 0.40 of dataset rcv1_GCAT_9prevs started
06/11/23 06:30:51| INFO ref finished [took 46.3752s]
06/11/23 06:30:56| INFO atc_mc finished [took 50.7062s]
06/11/23 06:30:58| INFO mul_pacc finished [took 55.2260s]
06/11/23 06:31:01| INFO mul_sld finished [took 64.2359s]
06/11/23 06:31:02| INFO mulmc_sld finished [took 63.5099s]
06/11/23 06:31:04| INFO mulne_sld finished [took 62.9188s]
06/11/23 06:33:29| INFO bin_sld finished [took 213.2716s]
06/11/23 06:33:30| INFO bin_pacc finished [took 208.6574s]
06/11/23 06:33:31| INFO binmc_sld finished [took 213.1856s]
06/11/23 06:33:33| INFO binne_sld finished [took 213.2771s]
06/11/23 06:33:33| INFO Dataset sample 0.40 of dataset rcv1_GCAT_9prevs finished [took 218.1742s]
06/11/23 06:33:33| INFO Dataset sample 0.50 of dataset rcv1_GCAT_9prevs started
06/11/23 06:34:29| INFO ref finished [took 46.6793s]
06/11/23 06:34:34| INFO atc_mc finished [took 50.9915s]
06/11/23 06:34:37| INFO mul_pacc finished [took 55.9725s]
06/11/23 06:34:38| INFO mul_sld finished [took 63.1317s]
06/11/23 06:34:40| INFO mulmc_sld finished [took 62.7473s]
06/11/23 06:34:41| INFO mulne_sld finished [took 62.1303s]
06/11/23 06:37:08| INFO bin_pacc finished [took 207.7854s]
06/11/23 06:37:08| INFO bin_sld finished [took 213.7945s]
06/11/23 06:37:08| INFO binmc_sld finished [took 212.6207s]
06/11/23 06:37:12| INFO binne_sld finished [took 213.8742s]
06/11/23 06:37:12| INFO Dataset sample 0.50 of dataset rcv1_GCAT_9prevs finished [took 218.7265s]
06/11/23 06:37:12| INFO Dataset sample 0.60 of dataset rcv1_GCAT_9prevs started
06/11/23 06:38:08| INFO ref finished [took 46.6057s]
06/11/23 06:38:14| INFO atc_mc finished [took 51.1055s]
06/11/23 06:38:15| INFO mul_pacc finished [took 55.5338s]
06/11/23 06:38:17| INFO mul_sld finished [took 63.2113s]
06/11/23 06:38:18| INFO mulmc_sld finished [took 62.2265s]
06/11/23 06:38:20| INFO mulne_sld finished [took 61.9918s]
06/11/23 06:40:46| INFO bin_pacc finished [took 207.5094s]
06/11/23 06:40:46| INFO bin_sld finished [took 213.6350s]
06/11/23 06:40:47| INFO binmc_sld finished [took 212.8363s]
06/11/23 06:40:49| INFO binne_sld finished [took 212.2587s]
06/11/23 06:40:49| INFO Dataset sample 0.60 of dataset rcv1_GCAT_9prevs finished [took 217.1976s]
06/11/23 06:40:49| INFO Dataset sample 0.70 of dataset rcv1_GCAT_9prevs started
06/11/23 06:41:44| INFO ref finished [took 45.9582s]
06/11/23 06:41:50| INFO atc_mc finished [took 50.0401s]
06/11/23 06:41:54| INFO mul_sld finished [took 62.6045s]
06/11/23 06:41:54| INFO mulmc_sld finished [took 61.4168s]
06/11/23 06:41:56| INFO mulne_sld finished [took 61.3708s]
06/11/23 06:42:00| INFO mul_pacc finished [took 62.6486s]
06/11/23 06:44:23| INFO bin_sld finished [took 212.5992s]
06/11/23 06:44:23| INFO bin_pacc finished [took 207.5241s]
06/11/23 06:44:24| INFO binmc_sld finished [took 212.2794s]
06/11/23 06:44:27| INFO binne_sld finished [took 212.8325s]
06/11/23 06:44:27| INFO Dataset sample 0.70 of dataset rcv1_GCAT_9prevs finished [took 217.7909s]
06/11/23 06:44:27| INFO Dataset sample 0.80 of dataset rcv1_GCAT_9prevs started
06/11/23 06:45:23| INFO ref finished [took 46.6997s]
06/11/23 06:45:28| INFO atc_mc finished [took 50.6417s]
06/11/23 06:45:30| INFO mul_sld finished [took 61.5352s]
06/11/23 06:45:31| INFO mul_pacc finished [took 55.9055s]
06/11/23 06:45:31| INFO mulmc_sld finished [took 60.6608s]
06/11/23 06:45:33| INFO mulne_sld finished [took 60.1616s]
06/11/23 06:48:01| INFO bin_pacc finished [took 207.7543s]
06/11/23 06:48:02| INFO bin_sld finished [took 213.7056s]
06/11/23 06:48:03| INFO binmc_sld finished [took 213.7901s]
06/11/23 06:48:04| INFO binne_sld finished [took 212.4421s]
06/11/23 06:48:04| INFO Dataset sample 0.80 of dataset rcv1_GCAT_9prevs finished [took 217.4465s]
06/11/23 06:48:04| INFO Dataset sample 0.90 of dataset rcv1_GCAT_9prevs started
06/11/23 06:48:06| WARNING Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 06:48:07| WARNING Method binmc_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 06:48:09| WARNING Method binne_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 06:48:11| WARNING Method bin_pacc failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 06:48:13| WARNING Method mul_pacc failed. Exception: could not broadcast input array from shape (3,) into shape (4,)
06/11/23 06:48:49| INFO ref finished [took 36.4085s]
06/11/23 06:48:53| INFO atc_mc finished [took 39.1380s]
06/11/23 06:48:54| INFO mulmc_sld finished [took 46.0254s]
06/11/23 06:48:55| INFO mulne_sld finished [took 45.1935s]
06/11/23 06:49:00| INFO mul_sld finished [took 53.9145s]
06/11/23 06:49:00| INFO Dataset sample 0.90 of dataset rcv1_GCAT_9prevs finished [took 55.9159s]
06/11/23 06:50:22| INFO dataset rcv1_MCAT_9prevs
06/11/23 06:50:27| INFO Dataset sample 0.10 of dataset rcv1_MCAT_9prevs started
06/11/23 06:51:29| INFO ref finished [took 47.8430s]
06/11/23 06:51:34| INFO atc_mc finished [took 51.2418s]
06/11/23 06:51:36| INFO mul_pacc finished [took 56.8770s]
06/11/23 06:52:00| INFO mulne_sld finished [took 85.8579s]
06/11/23 06:52:00| INFO mul_sld finished [took 90.6401s]
06/11/23 06:52:12| INFO mulmc_sld finished [took 100.3728s]
06/11/23 06:54:15| INFO bin_pacc finished [took 217.8843s]
06/11/23 06:54:15| INFO bin_sld finished [took 226.6925s]
06/11/23 06:54:17| INFO binne_sld finished [took 224.5785s]
06/11/23 06:54:17| INFO binmc_sld finished [took 226.9490s]
06/11/23 06:54:17| INFO Dataset sample 0.10 of dataset rcv1_MCAT_9prevs finished [took 229.9256s]
06/11/23 06:54:17| INFO Dataset sample 0.20 of dataset rcv1_MCAT_9prevs started
06/11/23 06:55:14| INFO ref finished [took 46.7323s]
06/11/23 06:55:20| INFO atc_mc finished [took 51.0126s]
06/11/23 06:55:22| INFO mul_pacc finished [took 55.8357s]
06/11/23 06:55:23| INFO mulmc_sld finished [took 62.0464s]
06/11/23 06:55:24| INFO mul_sld finished [took 64.8106s]
06/11/23 06:55:25| INFO mulne_sld finished [took 61.6750s]
06/11/23 06:57:56| INFO bin_pacc finished [took 210.8901s]
06/11/23 06:57:56| INFO bin_sld finished [took 217.3461s]
06/11/23 06:57:57| INFO binmc_sld finished [took 216.6599s]
06/11/23 06:58:00| INFO binne_sld finished [took 216.9668s]
06/11/23 06:58:00| INFO Dataset sample 0.20 of dataset rcv1_MCAT_9prevs finished [took 222.3450s]
06/11/23 06:58:00| INFO Dataset sample 0.30 of dataset rcv1_MCAT_9prevs started
06/11/23 06:58:57| INFO ref finished [took 47.5989s]
06/11/23 06:59:02| INFO atc_mc finished [took 51.5080s]
06/11/23 06:59:04| INFO mul_pacc finished [took 56.1671s]
06/11/23 06:59:09| INFO mulmc_sld finished [took 65.0229s]
06/11/23 06:59:10| INFO mul_sld finished [took 68.8366s]
06/11/23 06:59:11| INFO mulne_sld finished [took 65.2964s]
06/11/23 07:01:39| INFO bin_pacc finished [took 212.3570s]
06/11/23 07:01:40| INFO bin_sld finished [took 219.3886s]
06/11/23 07:01:42| INFO binmc_sld finished [took 219.1471s]
06/11/23 07:01:43| INFO binne_sld finished [took 218.3714s]
06/11/23 07:01:43| INFO Dataset sample 0.30 of dataset rcv1_MCAT_9prevs finished [took 223.2305s]
06/11/23 07:01:43| INFO Dataset sample 0.40 of dataset rcv1_MCAT_9prevs started
06/11/23 07:02:40| INFO ref finished [took 47.3513s]
06/11/23 07:02:45| INFO atc_mc finished [took 51.3858s]
06/11/23 07:02:47| INFO mul_pacc finished [took 56.3829s]
06/11/23 07:02:50| INFO mul_sld finished [took 64.9257s]
06/11/23 07:02:50| INFO mulmc_sld finished [took 63.6515s]
06/11/23 07:02:52| INFO mulne_sld finished [took 63.8008s]
06/11/23 07:05:22| INFO bin_pacc finished [took 211.8418s]
06/11/23 07:05:22| INFO binmc_sld finished [took 216.4950s]
06/11/23 07:05:22| INFO bin_sld finished [took 218.2730s]
06/11/23 07:05:25| INFO binne_sld finished [took 217.6016s]
06/11/23 07:05:25| INFO Dataset sample 0.40 of dataset rcv1_MCAT_9prevs finished [took 222.4416s]
06/11/23 07:05:25| INFO Dataset sample 0.50 of dataset rcv1_MCAT_9prevs started
06/11/23 07:06:22| INFO ref finished [took 47.3783s]
06/11/23 07:06:27| INFO atc_mc finished [took 51.1924s]
06/11/23 07:06:30| INFO mul_pacc finished [took 56.3115s]
06/11/23 07:06:34| INFO mul_sld finished [took 66.6559s]
06/11/23 07:06:34| INFO mulmc_sld finished [took 65.2448s]
06/11/23 07:06:37| INFO mulne_sld finished [took 65.6557s]
06/11/23 07:09:03| INFO binmc_sld finished [took 214.4549s]
06/11/23 07:09:03| INFO bin_sld finished [took 216.8097s]
06/11/23 07:09:04| INFO bin_pacc finished [took 211.9484s]
06/11/23 07:09:06| INFO binne_sld finished [took 215.5010s]
06/11/23 07:09:06| INFO Dataset sample 0.50 of dataset rcv1_MCAT_9prevs finished [took 220.4788s]
06/11/23 07:09:06| INFO Dataset sample 0.60 of dataset rcv1_MCAT_9prevs started
06/11/23 07:10:03| INFO ref finished [took 47.0882s]
06/11/23 07:10:08| INFO atc_mc finished [took 51.1826s]
06/11/23 07:10:10| INFO mul_pacc finished [took 55.8766s]
06/11/23 07:10:14| INFO mulmc_sld finished [took 64.7175s]
06/11/23 07:10:15| INFO mul_sld finished [took 67.2892s]
06/11/23 07:10:17| INFO mulne_sld finished [took 64.9305s]
06/11/23 07:12:40| INFO bin_pacc finished [took 207.6921s]
06/11/23 07:12:41| INFO binmc_sld finished [took 212.3821s]
06/11/23 07:12:41| INFO bin_sld finished [took 214.5241s]
06/11/23 07:12:43| INFO binne_sld finished [took 212.5115s]
06/11/23 07:12:43| INFO Dataset sample 0.60 of dataset rcv1_MCAT_9prevs finished [took 217.3597s]
06/11/23 07:12:43| INFO Dataset sample 0.70 of dataset rcv1_MCAT_9prevs started
06/11/23 07:13:39| INFO ref finished [took 46.5374s]
06/11/23 07:13:45| INFO atc_mc finished [took 51.0121s]
06/11/23 07:13:47| INFO mul_pacc finished [took 55.4950s]
06/11/23 07:13:52| INFO mulmc_sld finished [took 64.7651s]
06/11/23 07:13:52| INFO mul_sld finished [took 67.0632s]
06/11/23 07:13:54| INFO mulne_sld finished [took 65.2533s]
06/11/23 07:16:18| INFO bin_pacc finished [took 207.9541s]
06/11/23 07:16:19| INFO bin_sld finished [took 214.6495s]
06/11/23 07:16:19| INFO binmc_sld finished [took 213.2167s]
06/11/23 07:16:24| INFO binne_sld finished [took 215.5646s]
06/11/23 07:16:24| INFO Dataset sample 0.70 of dataset rcv1_MCAT_9prevs finished [took 220.4851s]
06/11/23 07:16:24| INFO Dataset sample 0.80 of dataset rcv1_MCAT_9prevs started
06/11/23 07:17:20| INFO ref finished [took 46.7655s]
06/11/23 07:17:25| INFO atc_mc finished [took 50.9430s]
06/11/23 07:17:27| INFO mul_pacc finished [took 55.4948s]
06/11/23 07:17:44| INFO mul_sld finished [took 78.5002s]
06/11/23 07:17:46| INFO mulmc_sld finished [took 78.7519s]
06/11/23 07:17:48| INFO mulne_sld finished [took 78.4293s]
06/11/23 07:19:59| INFO bin_pacc finished [took 208.5200s]
06/11/23 07:20:02| INFO bin_sld finished [took 216.9046s]
06/11/23 07:20:03| INFO binmc_sld finished [took 216.2736s]
06/11/23 07:20:03| INFO binne_sld finished [took 214.9573s]
06/11/23 07:20:03| INFO Dataset sample 0.80 of dataset rcv1_MCAT_9prevs finished [took 219.7592s]
06/11/23 07:20:03| INFO Dataset sample 0.90 of dataset rcv1_MCAT_9prevs started
06/11/23 07:20:05| WARNING Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 07:20:06| WARNING Method binmc_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 07:20:08| WARNING Method binne_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 07:20:10| WARNING Method bin_pacc failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 07:20:12| WARNING Method mul_pacc failed. Exception: could not broadcast input array from shape (3,) into shape (4,)
06/11/23 07:20:48| INFO ref finished [took 36.6985s]
06/11/23 07:20:52| INFO atc_mc finished [took 39.8292s]
06/11/23 07:20:55| INFO mulmc_sld finished [took 48.0943s]
06/11/23 07:20:56| INFO mul_sld finished [took 50.2138s]
06/11/23 07:20:57| INFO mulne_sld finished [took 47.9755s]
06/11/23 07:20:57| INFO Dataset sample 0.90 of dataset rcv1_MCAT_9prevs finished [took 53.5645s]
----------------------------------------------------------------------------------------------------
----------------------------------------------------------------------------------------------------
06/11/23 10:25:08| INFO dataset rcv1_CCAT_1prevs
06/11/23 10:25:12| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
06/11/23 10:26:02| INFO ref finished [took 43.6300s]
06/11/23 10:26:05| INFO atc_mc finished [took 46.2297s]
06/11/23 10:26:46| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00906) [took 88.7593s]
06/11/23 10:27:29| INFO mul_pacc_gs finished [took 132.4595s]
06/11/23 10:31:36| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.00900) [took 379.8213s]
06/11/23 10:34:52| INFO bin_pacc_gs finished [took 576.1136s]
----------------------------------------------------------------------------------------------------
06/11/23 10:55:40| INFO dataset rcv1_CCAT_1prevs
06/11/23 10:55:44| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
06/11/23 10:56:36| INFO ref finished [took 44.5230s]
06/11/23 10:56:40| INFO atc_mc finished [took 47.6566s]
06/11/23 10:57:20| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00927) [took 90.0830s]
06/11/23 10:58:04| INFO mul_pacc_gs finished [took 134.5283s]
06/11/23 11:02:12| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00974) [took 383.6784s]
06/11/23 11:05:24| INFO bin_pacc_gs finished [took 574.8730s]
06/11/23 11:10:45| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00775) [took 897.6622s]
06/11/23 11:11:27| INFO mul_sld_gs finished [took 940.1205s]
06/11/23 11:18:11| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00835) [took 1344.8544s]
06/11/23 11:21:09| INFO bin_sld_gs finished [took 1523.4358s]
06/11/23 11:21:09| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 1525.2268s]
----------------------------------------------------------------------------------------------------
06/11/23 11:21:26| INFO dataset rcv1_CCAT_1prevs
06/11/23 11:21:30| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
06/11/23 11:22:18| INFO ref finished [took 42.1948s]
06/11/23 11:22:23| INFO atc_mc finished [took 45.7857s]
06/11/23 11:23:02| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.00987) [took 87.4022s]
06/11/23 11:23:45| INFO mul_pacc_gs finished [took 130.6127s]
06/11/23 11:27:48| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.00925) [took 374.1460s]
06/11/23 11:29:46| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00775) [took 493.2309s]
06/11/23 11:30:30| INFO mul_sld_gs finished [took 537.7362s]
06/11/23 11:30:56| INFO bin_pacc_gs finished [took 562.8681s]
06/11/23 11:35:33| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00835) [took 840.9875s]
06/11/23 11:38:31| INFO bin_sld_gs finished [took 1019.8362s]
06/11/23 11:38:31| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 1021.3535s]
----------------------------------------------------------------------------------------------------
06/11/23 11:53:50| INFO dataset rcv1_CCAT_9prevs
06/11/23 11:53:56| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
06/11/23 11:56:45| INFO doc_feat finished [took 83.7957s]
06/11/23 11:56:58| INFO mulne_pacc finished [took 146.6577s]
06/11/23 11:57:03| INFO ref finished [took 120.2665s]
06/11/23 11:57:05| INFO mul_pacc finished [took 169.5909s]
06/11/23 11:57:07| WARNING Method bin_sld_gsq failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
06/11/23 11:57:08| INFO kfcv finished [took 130.0948s]
06/11/23 11:57:13| INFO mulmc_pacc finished [took 173.0431s]
06/11/23 11:57:16| INFO atc_mc finished [took 125.2363s]
06/11/23 11:57:17| INFO mul_sld finished [took 199.1179s]
06/11/23 11:57:18| INFO mul_cc finished [took 148.2203s]
06/11/23 11:57:20| INFO atc_ne finished [took 121.9570s]
06/11/23 11:57:39| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.00899) [took 176.8809s]
06/11/23 11:58:48| INFO mul_pacc_gs finished [took 245.7641s]
06/11/23 12:00:56| INFO bin_pacc finished [took 409.8967s]
06/11/23 12:01:03| INFO bin_sld finished [took 426.0031s]
06/11/23 12:01:09| INFO binmc_pacc finished [took 412.9057s]
06/11/23 12:01:13| INFO bin_cc finished [took 389.4719s]
06/11/23 12:01:14| INFO binne_pacc finished [took 411.1276s]
06/11/23 12:02:20| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
06/11/23 12:03:18| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00719) [took 523.4665s]
06/11/23 12:04:44| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00644) [took 643.3372s]
06/11/23 12:05:27| INFO mul_sld_gs finished [took 686.5912s]
06/11/23 12:06:25| INFO bin_pacc_gs finished [took 710.5248s]
06/11/23 12:08:52| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00589) [took 892.3454s]
06/11/23 12:11:50| INFO bin_sld_gs finished [took 1070.2847s]
06/11/23 12:11:50| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 1073.7689s]
06/11/23 12:11:50| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
06/11/23 12:14:15| INFO doc_feat finished [took 80.2198s]
06/11/23 12:14:27| INFO ref finished [took 106.1446s]
06/11/23 12:14:36| INFO mul_pacc finished [took 155.8715s]
06/11/23 12:14:37| INFO mul_sld finished [took 162.7857s]
06/11/23 12:14:47| INFO kfcv finished [took 132.1178s]
06/11/23 12:14:55| INFO atc_mc finished [took 127.9109s]
06/11/23 12:14:57| INFO atc_ne finished [took 121.6128s]
06/11/23 12:14:58| INFO mulmc_pacc finished [took 173.9023s]
06/11/23 12:14:58| INFO mulne_pacc finished [took 167.2920s]
06/11/23 12:14:59| INFO mul_cc finished [took 147.7428s]
06/11/23 12:15:28| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'confidence': 'entropy'} (score=0.00931) [took 186.6087s]
06/11/23 12:16:44| INFO mul_pacc_gs finished [took 261.9352s]
06/11/23 12:18:49| INFO binmc_pacc finished [took 407.0394s]
06/11/23 12:18:50| INFO bin_pacc finished [took 410.4620s]
06/11/23 12:18:55| INFO bin_sld finished [took 422.8949s]
06/11/23 12:19:01| INFO binne_pacc finished [took 410.3575s]
06/11/23 12:19:03| INFO bin_cc finished [took 396.9482s]
06/11/23 12:20:14| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
06/11/23 12:20:41| INFO bin_sld_gsq finished [took 524.4318s]
06/11/23 12:21:23| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00784) [took 546.2730s]
06/11/23 12:22:36| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01221) [took 640.2364s]
06/11/23 12:23:20| INFO mul_sld_gs finished [took 683.6191s]
06/11/23 12:24:29| INFO bin_pacc_gs finished [took 732.6258s]
06/11/23 12:27:43| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00768) [took 948.8111s]
06/11/23 12:30:43| INFO bin_sld_gs finished [took 1128.0644s]
06/11/23 12:30:43| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 1132.7995s]
06/11/23 12:30:43| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
06/11/23 12:33:12| INFO mul_sld finished [took 146.3214s]
06/11/23 12:33:24| INFO mul_cc finished [took 118.2992s]
06/11/23 12:33:26| INFO doc_feat finished [took 96.3414s]
06/11/23 12:33:36| INFO atc_ne finished [took 108.2657s]
06/11/23 12:33:37| INFO mulne_pacc finished [took 155.4759s]
06/11/23 12:33:39| INFO atc_mc finished [took 119.0950s]
06/11/23 12:33:39| INFO mul_pacc finished [took 166.1039s]
06/11/23 12:33:40| INFO ref finished [took 122.3921s]
06/11/23 12:33:40| INFO mulmc_pacc finished [took 164.5722s]
06/11/23 12:33:43| INFO kfcv finished [took 131.6124s]
06/11/23 12:34:24| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'confidence': 'max_conf'} (score=0.00857) [took 188.0301s]
06/11/23 12:35:45| INFO mul_pacc_gs finished [took 269.4655s]
06/11/23 12:37:47| INFO binne_pacc finished [took 409.7038s]
06/11/23 12:37:47| INFO bin_sld finished [took 421.4590s]
06/11/23 12:37:55| INFO bin_pacc finished [took 423.8805s]
06/11/23 12:37:57| INFO binmc_pacc finished [took 422.8180s]
06/11/23 12:38:01| INFO bin_cc finished [took 400.2199s]
06/11/23 12:39:14| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
06/11/23 12:39:41| INFO bin_sld_gsq finished [took 531.7360s]
06/11/23 12:40:17| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.00762) [took 549.6726s]
06/11/23 12:41:35| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00872) [took 646.0507s]
06/11/23 12:42:19| INFO mul_sld_gs finished [took 690.7431s]
06/11/23 12:43:25| INFO bin_pacc_gs finished [took 737.2287s]
06/11/23 12:47:07| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00782) [took 979.3211s]
06/11/23 12:50:07| INFO bin_sld_gs finished [took 1159.4207s]
06/11/23 12:50:07| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 1163.9370s]
06/11/23 12:50:07| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
06/11/23 12:52:34| INFO doc_feat finished [took 79.3857s]
06/11/23 12:52:39| INFO mul_pacc finished [took 143.2358s]
06/11/23 12:52:49| INFO mul_sld finished [took 159.6160s]
06/11/23 12:52:58| INFO kfcv finished [took 121.1756s]
06/11/23 12:53:07| INFO mulmc_pacc finished [took 167.6154s]
06/11/23 12:53:09| INFO atc_ne finished [took 115.9704s]
06/11/23 12:53:11| INFO ref finished [took 127.9906s]
06/11/23 12:53:17| INFO atc_mc finished [took 129.9605s]
06/11/23 12:53:19| INFO mulne_pacc finished [took 166.1444s]
06/11/23 12:53:21| INFO mul_cc finished [took 152.0451s]
06/11/23 12:53:45| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.00832) [took 183.1015s]
06/11/23 12:55:03| INFO mul_pacc_gs finished [took 261.6088s]
06/11/23 12:57:20| INFO binmc_pacc finished [took 422.6680s]
06/11/23 12:57:23| INFO bin_sld finished [took 434.1109s]
06/11/23 12:57:26| INFO bin_pacc finished [took 431.1893s]
06/11/23 12:57:28| INFO binne_pacc finished [took 427.7980s]
06/11/23 12:57:29| INFO bin_cc finished [took 402.6463s]
06/11/23 12:58:43| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
06/11/23 12:59:20| INFO bin_sld_gsq finished [took 546.8013s]
06/11/23 12:59:48| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'confidence': 'entropy'} (score=0.00858) [took 550.8127s]
06/11/23 13:01:04| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01037) [took 652.8483s]
06/11/23 13:01:47| INFO mul_sld_gs finished [took 695.7927s]
06/11/23 13:02:56| INFO bin_pacc_gs finished [took 739.4380s]
06/11/23 13:06:49| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01112) [took 999.0699s]
06/11/23 13:09:50| INFO bin_sld_gs finished [took 1179.8181s]
06/11/23 13:09:50| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 1183.4124s]
06/11/23 13:09:50| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
06/11/23 13:12:34| INFO doc_feat finished [took 88.8963s]
06/11/23 13:12:43| INFO mul_sld finished [took 169.3932s]
06/11/23 13:12:47| INFO mul_pacc finished [took 166.5633s]
06/11/23 13:12:50| INFO kfcv finished [took 134.2527s]
06/11/23 13:12:58| INFO ref finished [took 128.7367s]
06/11/23 13:12:59| INFO mulne_pacc finished [took 161.0902s]
06/11/23 13:13:00| INFO mulmc_pacc finished [took 176.8006s]
06/11/23 13:13:01| INFO atc_mc finished [took 129.5173s]
06/11/23 13:13:06| INFO atc_ne finished [took 122.8886s]
06/11/23 13:13:16| INFO mul_cc finished [took 152.5218s]
06/11/23 13:13:34| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'confidence': 'entropy'} (score=0.00774) [took 183.0928s]
06/11/23 13:14:57| INFO mul_pacc_gs finished [took 266.4369s]
06/11/23 13:17:06| INFO bin_pacc finished [took 427.3693s]
06/11/23 13:17:08| INFO binmc_pacc finished [took 426.6359s]
06/11/23 13:17:14| INFO bin_sld finished [took 441.7834s]
06/11/23 13:17:20| INFO binne_pacc finished [took 435.6569s]
06/11/23 13:17:22| INFO bin_cc finished [took 412.7263s]
06/11/23 13:18:20| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
06/11/23 13:19:06| INFO bin_sld_gsq finished [took 549.0379s]
06/11/23 13:19:27| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'confidence': 'max_conf'} (score=0.00709) [took 545.0306s]
06/11/23 13:20:41| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00572) [took 645.5669s]
06/11/23 13:21:25| INFO mul_sld_gs finished [took 689.4814s]
06/11/23 13:22:32| INFO bin_pacc_gs finished [took 730.0602s]
06/11/23 13:26:21| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00653) [took 985.8522s]
06/11/23 13:29:21| INFO bin_sld_gs finished [took 1166.4200s]
06/11/23 13:29:21| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 1170.8744s]
06/11/23 13:29:21| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
06/11/23 13:31:52| INFO doc_feat finished [took 80.3058s]
06/11/23 13:32:00| INFO mul_sld finished [took 153.1261s]
06/11/23 13:32:00| INFO mul_pacc finished [took 148.0156s]
06/11/23 13:32:13| INFO kfcv finished [took 122.2270s]
06/11/23 13:32:13| INFO mulne_pacc finished [took 145.0130s]
06/11/23 13:32:22| INFO ref finished [took 122.3525s]
06/11/23 13:32:23| INFO atc_mc finished [took 120.2587s]
06/11/23 13:32:23| INFO atc_ne finished [took 113.5667s]
06/11/23 13:32:23| INFO mulmc_pacc finished [took 167.7106s]
06/11/23 13:32:36| INFO mul_cc finished [took 143.6517s]
06/11/23 13:33:04| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00802) [took 182.2049s]
06/11/23 13:34:23| INFO mul_pacc_gs finished [took 261.0038s]
06/11/23 13:36:19| INFO binmc_pacc finished [took 405.9199s]
06/11/23 13:36:31| INFO bin_sld finished [took 426.3780s]
06/11/23 13:36:32| INFO bin_pacc finished [took 420.2833s]
06/11/23 13:36:34| INFO binne_pacc finished [took 417.2048s]
06/11/23 13:36:42| INFO bin_cc finished [took 394.3524s]
06/11/23 13:37:45| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
06/11/23 13:38:18| INFO bin_sld_gsq finished [took 528.6956s]
06/11/23 13:38:52| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00707) [took 544.2769s]
06/11/23 13:39:56| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00637) [took 628.0656s]
06/11/23 13:40:41| INFO mul_sld_gs finished [took 673.3968s]
06/11/23 13:41:58| INFO bin_pacc_gs finished [took 730.5371s]
06/11/23 13:45:27| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00544) [took 960.1061s]
06/11/23 13:48:28| INFO bin_sld_gs finished [took 1140.6073s]
06/11/23 13:48:28| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 1146.6395s]
06/11/23 13:48:28| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
06/11/23 13:50:49| INFO mul_pacc finished [took 130.9408s]
06/11/23 13:51:02| INFO doc_feat finished [took 86.2411s]
06/11/23 13:51:07| INFO mul_sld finished [took 155.4513s]
06/11/23 13:51:15| INFO atc_ne finished [took 101.0761s]
06/11/23 13:51:20| INFO ref finished [took 121.3689s]
06/11/23 13:51:20| INFO atc_mc finished [took 106.6415s]
06/11/23 13:51:22| INFO mulmc_pacc finished [took 160.4221s]
06/11/23 13:51:22| INFO mulne_pacc finished [took 150.1203s]
06/11/23 13:51:25| INFO kfcv finished [took 127.5280s]
06/11/23 13:51:35| INFO mul_cc finished [took 145.4437s]
06/11/23 13:52:03| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.00886) [took 182.0543s]
06/11/23 13:53:23| INFO mul_pacc_gs finished [took 262.2496s]
06/11/23 13:55:28| INFO bin_sld finished [took 417.7315s]
06/11/23 13:55:30| INFO binmc_pacc finished [took 410.0114s]
06/11/23 13:55:30| INFO bin_pacc finished [took 413.5912s]
06/11/23 13:55:35| INFO binne_pacc finished [took 411.8241s]
06/11/23 13:55:42| INFO bin_cc finished [took 396.5011s]
06/11/23 13:56:50| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
06/11/23 13:57:22| INFO bin_sld_gsq finished [took 527.2507s]
06/11/23 13:58:03| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.00910) [took 547.7641s]
06/11/23 13:59:09| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00765) [took 634.8469s]
06/11/23 13:59:54| INFO mul_sld_gs finished [took 680.2027s]
06/11/23 14:01:07| INFO bin_pacc_gs finished [took 731.8655s]
06/11/23 14:04:33| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01235) [took 960.6861s]
06/11/23 14:07:34| INFO bin_sld_gs finished [took 1141.7199s]
06/11/23 14:07:34| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 1146.2680s]
06/11/23 14:07:34| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
06/11/23 14:10:08| INFO mulmc_pacc finished [took 141.2266s]
06/11/23 14:10:19| INFO atc_ne finished [took 101.4512s]
06/11/23 14:10:20| INFO mul_sld finished [took 162.5808s]
06/11/23 14:10:23| INFO mul_pacc finished [took 158.9068s]
06/11/23 14:10:30| INFO kfcv finished [took 123.4790s]
06/11/23 14:10:33| INFO mulne_pacc finished [took 158.4983s]
06/11/23 14:10:33| INFO doc_feat finished [took 111.7987s]
06/11/23 14:10:35| INFO ref finished [took 124.4184s]
06/11/23 14:10:40| INFO atc_mc finished [took 126.3543s]
06/11/23 14:10:40| INFO mul_cc finished [took 139.5958s]
06/11/23 14:11:16| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'confidence': 'entropy'} (score=0.01309) [took 184.0645s]
06/11/23 14:12:44| INFO mul_pacc_gs finished [took 272.5404s]
06/11/23 14:14:32| INFO binmc_pacc finished [took 406.3609s]
06/11/23 14:14:38| INFO bin_pacc finished [took 414.8972s]
06/11/23 14:14:43| INFO binne_pacc finished [took 414.4123s]
06/11/23 14:14:51| INFO bin_cc finished [took 395.5254s]
06/11/23 14:14:55| INFO bin_sld finished [took 437.7681s]
06/11/23 14:15:58| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
06/11/23 14:16:33| INFO bin_sld_gsq finished [took 532.4040s]
06/11/23 14:16:57| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'confidence': None} (score=0.00812) [took 536.4746s]
06/11/23 14:18:16| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01306) [took 636.4067s]
06/11/23 14:19:00| INFO mul_sld_gs finished [took 680.2467s]
06/11/23 14:20:01| INFO bin_pacc_gs finished [took 720.9205s]
06/11/23 14:23:33| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00894) [took 954.4487s]
06/11/23 14:26:41| INFO bin_sld_gs finished [took 1142.3328s]
06/11/23 14:26:41| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 1146.7713s]
06/11/23 14:26:41| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
06/11/23 14:29:04| INFO mul_pacc finished [took 133.1736s]
06/11/23 14:29:07| INFO ref finished [took 87.1594s]
06/11/23 14:29:16| INFO doc_feat finished [took 83.8190s]
06/11/23 14:29:21| INFO mulmc_pacc finished [took 147.5202s]
06/11/23 14:29:22| INFO atc_mc finished [took 99.1039s]
06/11/23 14:29:23| INFO kfcv finished [took 109.5348s]
06/11/23 14:29:27| INFO mulne_pacc finished [took 148.1672s]
06/11/23 14:29:33| INFO atc_ne finished [took 101.4673s]
06/11/23 14:29:36| INFO mul_cc finished [took 126.0447s]
06/11/23 14:29:42| INFO mul_sld finished [took 177.5880s]
06/11/23 14:30:16| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.01497) [took 175.1432s]
06/11/23 14:31:33| INFO mul_pacc_gs finished [took 252.3399s]
06/11/23 14:33:34| INFO binmc_pacc finished [took 401.7891s]
06/11/23 14:33:35| INFO binne_pacc finished [took 400.4138s]
06/11/23 14:33:36| INFO bin_pacc finished [took 406.7598s]
06/11/23 14:33:48| INFO bin_cc finished [took 378.7595s]
06/11/23 14:33:48| INFO bin_sld finished [took 423.7366s]
06/11/23 14:34:47| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
06/11/23 14:35:26| INFO bin_sld_gsq finished [took 518.8996s]
06/11/23 14:36:13| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.00880) [took 539.3992s]
06/11/23 14:37:09| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00808) [took 622.0419s]
06/11/23 14:37:53| INFO mul_sld_gs finished [took 666.0058s]
06/11/23 14:39:16| INFO bin_pacc_gs finished [took 722.5231s]
06/11/23 14:42:15| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00604) [took 929.3464s]
06/11/23 14:45:14| INFO bin_sld_gs finished [took 1108.7356s]
06/11/23 14:45:14| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 1113.2364s]
06/11/23 14:48:04| INFO dataset imdb_9prevs
06/11/23 14:48:14| INFO Dataset sample 0.10 of dataset imdb_9prevs started
06/11/23 14:48:17| WARNING Method mul_pacc_gs failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 14:48:18| WARNING Method bin_pacc_gs failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 14:48:31| INFO doc_feat finished [took 11.5257s]
06/11/23 14:48:36| INFO ref finished [took 18.5620s]
06/11/23 14:48:42| INFO kfcv finished [took 24.7227s]
06/11/23 14:48:44| INFO atc_ne finished [took 25.5676s]
06/11/23 14:48:46| INFO atc_mc finished [took 27.4910s]
06/11/23 14:48:50| INFO mulne_pacc finished [took 34.0415s]
06/11/23 14:48:57| INFO mulmc_pacc finished [took 41.7500s]
06/11/23 14:48:58| INFO mul_pacc finished [took 43.0162s]
06/11/23 14:48:58| INFO mul_cc finished [took 40.3279s]
06/11/23 14:49:16| WARNING Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
06/11/23 14:49:26| INFO mul_sld finished [took 71.4588s]
06/11/23 14:50:10| WARNING Method bin_sld_gsq failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
06/11/23 14:52:12| INFO binne_pacc finished [took 236.2174s]
06/11/23 14:52:16| INFO binmc_pacc finished [took 240.4686s]
06/11/23 14:52:19| INFO bin_cc finished [took 241.9141s]
06/11/23 14:52:20| INFO bin_pacc finished [took 244.5632s]
06/11/23 14:52:23| INFO bin_sld finished [took 249.0477s]
06/11/23 14:53:48| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
06/11/23 14:55:38| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.03127) [took 443.6010s]
06/11/23 14:55:51| INFO mul_sld_gs finished [took 455.9932s]
06/11/23 14:55:51| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 456.7746s]
06/11/23 14:55:51| INFO Dataset sample 0.20 of dataset imdb_9prevs started
06/11/23 14:56:07| INFO doc_feat finished [took 11.2758s]
06/11/23 14:56:18| INFO atc_mc finished [took 22.2986s]
06/11/23 14:56:22| INFO ref finished [took 26.3482s]
06/11/23 14:56:25| INFO kfcv finished [took 30.4761s]
06/11/23 14:56:29| INFO mul_pacc finished [took 36.5892s]
06/11/23 14:56:29| INFO mulmc_pacc finished [took 36.7773s]
06/11/23 14:56:38| INFO atc_ne finished [took 41.7824s]
06/11/23 14:56:41| INFO mulne_pacc finished [took 47.8318s]
06/11/23 14:56:41| INFO mul_cc finished [took 46.7221s]
06/11/23 14:56:55| INFO mul_sld finished [took 63.3547s]
06/11/23 14:57:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'confidence': 'max_conf'} (score=0.01017) [took 119.9166s]
06/11/23 14:58:15| INFO mul_pacc_gs finished [took 141.4446s]
06/11/23 15:00:38| INFO binne_pacc finished [took 285.5562s]
06/11/23 15:00:48| INFO bin_cc finished [took 293.8727s]
06/11/23 15:00:49| INFO binmc_pacc finished [took 296.7176s]
06/11/23 15:00:49| INFO bin_pacc finished [took 297.1868s]
06/11/23 15:01:03| INFO bin_sld finished [took 312.0358s]
06/11/23 15:02:29| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
06/11/23 15:02:34| INFO bin_sld_gsq finished [took 402.0748s]
06/11/23 15:03:56| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'confidence': None} (score=0.00980) [took 482.9237s]
06/11/23 15:05:00| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01194) [took 548.0443s]
06/11/23 15:05:14| INFO mul_sld_gs finished [took 562.2966s]
06/11/23 15:06:30| INFO bin_pacc_gs finished [took 636.7956s]
06/11/23 15:10:36| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00924) [took 884.9748s]
06/11/23 15:13:11| INFO bin_sld_gs finished [took 1039.3282s]
06/11/23 15:13:11| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 1040.0772s]
06/11/23 15:13:11| INFO Dataset sample 0.30 of dataset imdb_9prevs started
06/11/23 15:13:39| INFO doc_feat finished [took 22.8145s]
06/11/23 15:13:41| INFO atc_ne finished [took 24.3471s]
06/11/23 15:13:45| INFO ref finished [took 28.7559s]
06/11/23 15:13:52| INFO mulne_pacc finished [took 38.1365s]
06/11/23 15:13:53| INFO kfcv finished [took 37.4026s]
06/11/23 15:13:56| INFO atc_mc finished [took 39.4198s]
06/11/23 15:13:59| INFO mul_pacc finished [took 45.9542s]
06/11/23 15:13:59| INFO mul_cc finished [took 43.9076s]
06/11/23 15:13:59| INFO mulmc_pacc finished [took 45.9395s]
06/11/23 15:14:11| INFO mul_sld finished [took 59.8835s]
06/11/23 15:15:23| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'confidence': None} (score=0.01028) [took 128.2866s]
06/11/23 15:15:44| INFO mul_pacc_gs finished [took 149.5820s]
06/11/23 15:18:03| INFO binne_pacc finished [took 289.3504s]
06/11/23 15:18:07| INFO bin_pacc finished [took 294.7115s]
06/11/23 15:18:14| INFO bin_cc finished [took 298.6839s]
06/11/23 15:18:14| INFO binmc_pacc finished [took 300.9499s]
06/11/23 15:18:14| INFO bin_sld finished [took 302.9035s]
06/11/23 15:19:46| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
06/11/23 15:20:05| INFO bin_sld_gsq finished [took 413.1151s]
06/11/23 15:21:23| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'confidence': 'entropy'} (score=0.00916) [took 488.7327s]
06/11/23 15:22:13| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00953) [took 541.2865s]
06/11/23 15:22:28| INFO mul_sld_gs finished [took 556.0867s]
06/11/23 15:23:57| INFO bin_pacc_gs finished [took 643.0717s]
06/11/23 15:27:32| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01064) [took 860.3135s]
06/11/23 15:30:05| INFO bin_sld_gs finished [took 1013.1878s]
06/11/23 15:30:05| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 1014.3141s]
06/11/23 15:30:05| INFO Dataset sample 0.40 of dataset imdb_9prevs started
06/11/23 15:30:24| INFO doc_feat finished [took 13.8500s]
06/11/23 15:30:32| INFO ref finished [took 22.3531s]
06/11/23 15:30:41| INFO mul_pacc finished [took 34.1860s]
06/11/23 15:30:45| INFO atc_ne finished [took 34.8111s]
06/11/23 15:30:46| INFO kfcv finished [took 36.4055s]
06/11/23 15:30:49| INFO atc_mc finished [took 38.7978s]
06/11/23 15:30:49| INFO mulmc_pacc finished [took 42.4552s]
06/11/23 15:30:51| INFO mul_cc finished [took 42.6899s]
06/11/23 15:30:53| INFO mulne_pacc finished [took 45.2694s]
06/11/23 15:30:57| INFO mul_sld finished [took 51.2705s]
06/11/23 15:32:13| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.01220) [took 124.5801s]
06/11/23 15:32:34| INFO mul_pacc_gs finished [took 145.3368s]
06/11/23 15:34:56| INFO binmc_pacc finished [took 289.1451s]
06/11/23 15:35:04| INFO bin_sld finished [took 298.3514s]
06/11/23 15:35:04| INFO binne_pacc finished [took 296.5538s]
06/11/23 15:35:05| INFO bin_pacc finished [took 298.5077s]
06/11/23 15:35:09| INFO bin_cc finished [took 300.1332s]
06/11/23 15:36:41| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
06/11/23 15:37:08| INFO bin_sld_gsq finished [took 421.3938s]
06/11/23 15:38:19| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'confidence': None} (score=0.01137) [took 490.9644s]
06/11/23 15:38:58| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.01029) [took 531.8225s]
06/11/23 15:39:12| INFO mul_sld_gs finished [took 546.4524s]
06/11/23 15:40:53| INFO bin_pacc_gs finished [took 645.0957s]
06/11/23 15:44:48| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01176) [took 882.0550s]
06/11/23 15:47:19| INFO bin_sld_gs finished [took 1033.2802s]
06/11/23 15:47:19| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 1034.1241s]
06/11/23 15:47:19| INFO Dataset sample 0.50 of dataset imdb_9prevs started
06/11/23 15:47:36| INFO doc_feat finished [took 11.6005s]
06/11/23 15:47:40| INFO ref finished [took 16.3058s]
06/11/23 15:47:50| INFO atc_mc finished [took 25.8745s]
06/11/23 15:47:52| INFO kfcv finished [took 29.0931s]
06/11/23 15:47:53| INFO atc_ne finished [took 28.8903s]
06/11/23 15:47:53| INFO mul_pacc finished [took 32.5473s]
06/11/23 15:48:00| INFO mul_cc finished [took 37.3478s]
06/11/23 15:48:01| INFO mulne_pacc finished [took 39.9745s]
06/11/23 15:48:02| INFO mulmc_pacc finished [took 40.5057s]
06/11/23 15:48:10| INFO mul_sld finished [took 50.1825s]
06/11/23 15:49:28| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.01107) [took 125.0329s]
06/11/23 15:49:49| INFO mul_pacc_gs finished [took 146.7316s]
06/11/23 15:52:15| INFO bin_cc finished [took 292.6719s]
06/11/23 15:52:15| INFO binne_pacc finished [took 293.9844s]
06/11/23 15:52:17| INFO bin_pacc finished [took 296.2830s]
06/11/23 15:52:21| INFO binmc_pacc finished [took 299.4873s]
06/11/23 15:52:23| INFO bin_sld finished [took 303.4889s]
06/11/23 15:53:57| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
06/11/23 15:54:18| INFO bin_sld_gsq finished [took 418.0959s]
06/11/23 15:55:32| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.01038) [took 489.7797s]
06/11/23 15:56:17| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00885) [took 536.7408s]
06/11/23 15:56:33| INFO mul_sld_gs finished [took 552.5393s]
06/11/23 15:58:05| INFO bin_pacc_gs finished [took 643.1581s]
06/11/23 16:01:42| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00940) [took 862.6012s]
06/11/23 16:04:15| INFO bin_sld_gs finished [took 1015.3606s]
06/11/23 16:04:15| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 1016.0642s]
06/11/23 16:04:15| INFO Dataset sample 0.60 of dataset imdb_9prevs started
06/11/23 16:04:40| INFO doc_feat finished [took 19.9628s]
06/11/23 16:04:41| INFO kfcv finished [took 21.8848s]
06/11/23 16:04:46| INFO ref finished [took 26.2613s]
06/11/23 16:04:56| INFO mulmc_pacc finished [took 38.6399s]
06/11/23 16:04:56| INFO atc_ne finished [took 35.7501s]
06/11/23 16:04:57| INFO atc_mc finished [took 37.3907s]
06/11/23 16:05:01| INFO mul_cc finished [took 41.6420s]
06/11/23 16:05:01| INFO mul_pacc finished [took 44.6898s]
06/11/23 16:05:02| INFO mulne_pacc finished [took 44.7679s]
06/11/23 16:05:12| INFO mul_sld finished [took 56.0834s]
06/11/23 16:06:24| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'confidence': None} (score=0.01082) [took 125.2569s]
06/11/23 16:06:44| INFO mul_pacc_gs finished [took 146.2318s]
06/11/23 16:09:05| INFO binne_pacc finished [took 288.1949s]
06/11/23 16:09:10| INFO bin_pacc finished [took 293.3207s]
06/11/23 16:09:12| INFO bin_sld finished [took 296.1022s]
06/11/23 16:09:13| INFO binmc_pacc finished [took 296.4000s]
06/11/23 16:09:18| INFO bin_cc finished [took 299.1982s]
06/11/23 16:10:50| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
06/11/23 16:11:22| INFO bin_sld_gsq finished [took 425.6641s]
06/11/23 16:12:31| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.00976) [took 492.8847s]
06/11/23 16:13:13| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00984) [took 536.8669s]
06/11/23 16:13:28| INFO mul_sld_gs finished [took 551.6187s]
06/11/23 16:15:03| INFO bin_pacc_gs finished [took 645.6602s]
06/11/23 16:19:24| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.01142) [took 907.7074s]
06/11/23 16:21:57| INFO bin_sld_gs finished [took 1060.9759s]
06/11/23 16:21:57| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 1061.7730s]
06/11/23 16:21:57| INFO Dataset sample 0.70 of dataset imdb_9prevs started
06/11/23 16:22:23| INFO doc_feat finished [took 20.2428s]
06/11/23 16:22:34| INFO kfcv finished [took 32.1532s]
06/11/23 16:22:36| INFO ref finished [took 34.3738s]
06/11/23 16:22:38| INFO mul_sld finished [took 40.1101s]
06/11/23 16:22:40| INFO mul_cc finished [took 38.6722s]
06/11/23 16:22:41| INFO atc_mc finished [took 38.9379s]
06/11/23 16:22:43| INFO atc_ne finished [took 40.3132s]
06/11/23 16:22:43| INFO mulne_pacc finished [took 43.7833s]
06/11/23 16:22:44| INFO mulmc_pacc finished [took 44.4084s]
06/11/23 16:22:46| INFO mul_pacc finished [took 47.7998s]
06/11/23 16:24:08| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.01575) [took 127.2393s]
06/11/23 16:24:31| INFO mul_pacc_gs finished [took 150.2100s]
06/11/23 16:26:49| INFO bin_cc finished [took 288.6128s]
06/11/23 16:26:51| INFO bin_pacc finished [took 292.1757s]
06/11/23 16:26:52| INFO binne_pacc finished [took 293.0194s]
06/11/23 16:27:01| INFO binmc_pacc finished [took 302.5703s]
06/11/23 16:27:01| INFO bin_sld finished [took 303.9303s]
06/11/23 16:28:32| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
06/11/23 16:28:53| INFO bin_sld_gsq finished [took 414.4520s]
06/11/23 16:30:15| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.01641) [took 494.7681s]
06/11/23 16:31:00| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01102) [took 542.3282s]
06/11/23 16:31:15| INFO mul_sld_gs finished [took 557.2859s]
06/11/23 16:32:49| INFO bin_pacc_gs finished [took 648.9428s]
06/11/23 16:36:23| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.02196) [took 864.7237s]
06/11/23 16:38:54| INFO bin_sld_gs finished [took 1015.9618s]
06/11/23 16:38:54| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 1016.7743s]
06/11/23 16:38:54| INFO Dataset sample 0.80 of dataset imdb_9prevs started
06/11/23 16:39:19| INFO doc_feat finished [took 19.9639s]
06/11/23 16:39:22| INFO atc_mc finished [took 22.9650s]
06/11/23 16:39:26| INFO kfcv finished [took 27.9671s]
06/11/23 16:39:30| INFO mul_pacc finished [took 34.3899s]
06/11/23 16:39:31| INFO ref finished [took 32.4692s]
06/11/23 16:39:33| INFO mulne_pacc finished [took 37.2045s]
06/11/23 16:39:39| INFO atc_ne finished [took 39.7686s]
06/11/23 16:39:41| INFO mul_cc finished [took 42.9411s]
06/11/23 16:39:41| INFO mulmc_pacc finished [took 44.9724s]
06/11/23 16:39:46| INFO mul_sld finished [took 51.4269s]
06/11/23 16:40:59| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.01013) [took 122.2196s]
06/11/23 16:41:24| INFO mul_pacc_gs finished [took 146.7076s]
06/11/23 16:43:40| INFO binne_pacc finished [took 284.1154s]
06/11/23 16:43:52| INFO bin_pacc finished [took 296.8885s]
06/11/23 16:43:54| INFO bin_cc finished [took 297.1714s]
06/11/23 16:43:56| INFO binmc_pacc finished [took 300.6806s]
06/11/23 16:43:57| INFO bin_sld finished [took 302.6966s]
06/11/23 16:45:26| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
06/11/23 16:45:41| INFO bin_sld_gsq finished [took 405.8247s]
06/11/23 16:47:00| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00949) [took 483.3129s]
06/11/23 16:47:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00785) [took 539.6504s]
06/11/23 16:48:09| INFO mul_sld_gs finished [took 553.8401s]
06/11/23 16:49:34| INFO bin_pacc_gs finished [took 637.2772s]
06/11/23 16:53:30| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01449) [took 875.8870s]
06/11/23 16:56:08| INFO bin_sld_gs finished [took 1033.4325s]
06/11/23 16:56:08| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 1034.1983s]
06/11/23 16:56:08| INFO Dataset sample 0.90 of dataset imdb_9prevs started
06/11/23 16:56:09| WARNING Method mul_sld_gsq failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 16:56:09| WARNING Method mul_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 16:56:10| WARNING Method mulmc_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 16:56:10| WARNING Method bin_sld_gsq failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 16:56:10| WARNING Method mulne_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 16:56:10| WARNING Method bin_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 16:56:10| WARNING Method mul_pacc_gs failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 16:56:10| WARNING Method binmc_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 16:56:11| WARNING Method binne_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 16:56:11| WARNING Method bin_pacc_gs failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 16:56:22| INFO doc_feat finished [took 10.1613s]
06/11/23 16:56:25| INFO ref finished [took 13.7569s]
06/11/23 16:56:27| INFO kfcv finished [took 15.6337s]
06/11/23 16:56:29| INFO atc_mc finished [took 18.0104s]
06/11/23 16:56:30| INFO atc_ne finished [took 18.0260s]
06/11/23 16:56:31| INFO mul_cc finished [took 20.6201s]
06/11/23 16:56:40| INFO mul_sld finished [took 31.2942s]
06/11/23 16:56:47| WARNING Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 16:58:55| INFO bin_cc finished [took 164.5182s]
06/11/23 16:58:59| INFO bin_sld finished [took 170.5046s]
06/11/23 17:02:17| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.04178) [took 368.6067s]
06/11/23 17:02:29| INFO mul_sld_gs finished [took 380.7801s]
06/11/23 17:02:29| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 381.5305s]
----------------------------------------------------------------------------------------------------
06/11/23 18:04:06| INFO dataset rcv1_GCAT_9prevs
06/11/23 18:04:12| INFO Dataset sample 0.10 of dataset rcv1_GCAT_9prevs started
06/11/23 18:04:19| WARNING Method mul_sld_gsq failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 18:04:21| WARNING Method bin_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 18:04:22| WARNING Method mul_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 18:04:24| WARNING Method binmc_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 18:04:24| WARNING Method mulmc_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 18:04:26| WARNING Method binne_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 18:04:27| WARNING Method mulne_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 18:04:28| WARNING Method bin_pacc_gs failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 18:04:29| WARNING Method mul_pacc_gs failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 18:05:10| WARNING Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
06/11/23 18:05:41| INFO ref finished [took 65.3048s]
06/11/23 18:05:43| INFO kfcv finished [took 66.9585s]
06/11/23 18:05:45| INFO doc_feat finished [took 56.7504s]
06/11/23 18:05:49| INFO mul_cc finished [took 77.6035s]
06/11/23 18:05:49| INFO atc_mc finished [took 66.4650s]
06/11/23 18:05:52| INFO atc_ne finished [took 65.1035s]
06/11/23 18:05:52| WARNING Method bin_sld_gsq failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
06/11/23 18:05:56| INFO mul_sld finished [took 101.3427s]
06/11/23 18:08:12| INFO bin_sld finished [took 238.6323s]
06/11/23 18:08:21| INFO bin_cc finished [took 230.3034s]
06/11/23 18:10:59| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00897) [took 402.3046s]
06/11/23 18:11:39| INFO mul_sld_gs finished [took 441.7473s]
06/11/23 18:11:39| INFO Dataset sample 0.10 of dataset rcv1_GCAT_9prevs finished [took 446.6543s]
06/11/23 18:11:39| INFO Dataset sample 0.20 of dataset rcv1_GCAT_9prevs started
06/11/23 18:14:11| INFO mulmc_pacc finished [took 140.5240s]
06/11/23 18:14:13| INFO kfcv finished [took 108.3325s]
06/11/23 18:14:16| INFO doc_feat finished [took 91.1407s]
06/11/23 18:14:21| INFO atc_ne finished [took 96.9645s]
06/11/23 18:14:22| INFO mul_pacc finished [took 154.9757s]
06/11/23 18:14:36| INFO ref finished [took 118.1583s]
06/11/23 18:14:37| INFO atc_mc finished [took 118.5016s]
06/11/23 18:14:41| INFO mulne_pacc finished [took 157.8831s]
06/11/23 18:14:49| INFO mul_cc finished [took 144.8053s]
06/11/23 18:14:50| INFO mul_sld finished [took 188.8450s]
06/11/23 18:15:19| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.01452) [took 184.0929s]
06/11/23 18:16:33| INFO mul_pacc_gs finished [took 258.2234s]
06/11/23 18:18:46| INFO binmc_pacc finished [took 417.1372s]
06/11/23 18:18:48| INFO bin_pacc finished [took 422.0619s]
06/11/23 18:18:52| INFO bin_sld finished [took 431.4426s]
06/11/23 18:18:56| INFO binne_pacc finished [took 421.5812s]
06/11/23 18:19:02| INFO bin_cc finished [took 402.4673s]
06/11/23 18:19:32| WARNING Method mul_sld_gsq failed. Exception: 'function' object has no attribute 'classes_'
06/11/23 18:20:26| INFO bin_sld_gsq finished [took 522.0734s]
06/11/23 18:21:11| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.01038) [took 540.4022s]
06/11/23 18:21:44| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00821) [took 600.6611s]
06/11/23 18:22:25| INFO mul_sld_gs finished [took 642.1063s]
06/11/23 18:24:14| INFO bin_pacc_gs finished [took 723.2605s]
06/11/23 18:26:54| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00816) [took 911.5066s]
06/11/23 18:29:56| INFO bin_sld_gs finished [took 1093.4674s]
06/11/23 18:29:56| INFO Dataset sample 0.20 of dataset rcv1_GCAT_9prevs finished [took 1096.7184s]
06/11/23 18:29:56| INFO Dataset sample 0.30 of dataset rcv1_GCAT_9prevs started
06/11/23 18:32:21| INFO ref finished [took 89.3355s]
06/11/23 18:32:33| INFO doc_feat finished [took 91.9119s]
06/11/23 18:32:35| INFO mulmc_pacc finished [took 147.2084s]
06/11/23 18:32:38| INFO mulne_pacc finished [took 137.0643s]
06/11/23 18:32:54| INFO atc_mc finished [took 117.6847s]
06/11/23 18:32:56| INFO kfcv finished [took 129.8598s]
06/11/23 18:33:00| INFO mul_pacc finished [took 174.5769s]
06/11/23 18:33:00| INFO mul_sld finished [took 181.1734s]
06/11/23 18:33:03| INFO atc_ne finished [took 123.9984s]
06/11/23 18:33:09| INFO mul_cc finished [took 148.8635s]
06/11/23 18:33:32| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00629) [took 177.7598s]
06/11/23 18:34:51| INFO mul_pacc_gs finished [took 256.4186s]
06/11/23 18:37:10| INFO bin_pacc finished [took 425.7912s]
06/11/23 18:37:12| INFO binmc_pacc finished [took 425.7599s]
06/11/23 18:37:14| INFO binne_pacc finished [took 424.0101s]
06/11/23 18:37:18| INFO bin_sld finished [took 440.4389s]
06/11/23 18:37:22| INFO bin_cc finished [took 407.2413s]
06/11/23 18:37:52| WARNING Method mul_sld_gsq failed. Exception: 'function' object has no attribute 'classes_'
06/11/23 18:38:51| INFO bin_sld_gsq finished [took 529.6242s]
06/11/23 18:39:30| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'confidence': None} (score=0.00489) [took 541.8062s]
06/11/23 18:40:02| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00615) [took 601.7630s]
06/11/23 18:40:45| INFO mul_sld_gs finished [took 644.5111s]
06/11/23 18:42:37| INFO bin_pacc_gs finished [took 729.3942s]
06/11/23 18:45:36| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00490) [took 936.3088s]
06/11/23 18:48:37| INFO bin_sld_gs finished [took 1117.0610s]
06/11/23 18:48:37| INFO Dataset sample 0.30 of dataset rcv1_GCAT_9prevs finished [took 1120.9681s]
06/11/23 18:48:37| INFO Dataset sample 0.40 of dataset rcv1_GCAT_9prevs started
06/11/23 18:51:02| INFO doc_feat finished [took 79.6380s]
06/11/23 18:51:20| INFO mulne_pacc finished [took 144.5625s]
06/11/23 18:51:30| INFO mul_sld finished [took 171.1473s]
06/11/23 18:51:35| INFO mulmc_pacc finished [took 166.1468s]
06/11/23 18:51:39| INFO mul_pacc finished [took 172.9449s]
06/11/23 18:51:43| INFO ref finished [took 132.2492s]
06/11/23 18:51:45| INFO kfcv finished [took 137.9538s]
06/11/23 18:51:52| INFO atc_mc finished [took 137.7185s]
06/11/23 18:51:54| INFO atc_ne finished [took 134.1066s]
06/11/23 18:51:59| INFO mul_cc finished [took 159.0670s]
06/11/23 18:52:11| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.01049) [took 180.3366s]
06/11/23 18:53:38| INFO mul_pacc_gs finished [took 266.6075s]
06/11/23 18:56:00| INFO bin_sld finished [took 441.9022s]
06/11/23 18:56:02| INFO binne_pacc finished [took 431.1354s]
06/11/23 18:56:02| INFO binmc_pacc finished [took 434.5268s]
06/11/23 18:56:04| INFO bin_pacc finished [took 438.8400s]
06/11/23 18:56:07| INFO bin_cc finished [took 412.8827s]
06/11/23 18:56:38| WARNING Method mul_sld_gsq failed. Exception: 'function' object has no attribute 'classes_'
06/11/23 18:57:38| INFO bin_sld_gsq finished [took 534.9970s]
06/11/23 18:58:15| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.00762) [took 549.5790s]
06/11/23 18:58:58| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00692) [took 616.7506s]
06/11/23 18:59:43| INFO mul_sld_gs finished [took 661.6976s]
06/11/23 19:01:20| INFO bin_pacc_gs finished [took 735.1934s]
06/11/23 19:04:29| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00601) [took 948.3129s]
06/11/23 19:07:30| INFO bin_sld_gs finished [took 1129.1432s]
06/11/23 19:07:30| INFO Dataset sample 0.40 of dataset rcv1_GCAT_9prevs finished [took 1133.2853s]
06/11/23 19:07:30| INFO Dataset sample 0.50 of dataset rcv1_GCAT_9prevs started
06/11/23 19:10:11| INFO doc_feat finished [took 90.8028s]
06/11/23 19:10:12| INFO mul_sld finished [took 159.3725s]
06/11/23 19:10:17| INFO atc_mc finished [took 108.3872s]
06/11/23 19:10:20| INFO mulmc_pacc finished [took 158.7937s]
06/11/23 19:10:27| INFO kfcv finished [took 125.4384s]
06/11/23 19:10:32| INFO mul_cc finished [took 134.1449s]
06/11/23 19:10:33| INFO atc_ne finished [took 115.0137s]
06/11/23 19:10:33| INFO mul_pacc finished [took 173.4398s]
06/11/23 19:10:35| INFO ref finished [took 127.6900s]
06/11/23 19:10:35| INFO mulne_pacc finished [took 158.1989s]
06/11/23 19:11:06| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'confidence': 'max_conf'} (score=0.00893) [took 181.2645s]
06/11/23 19:12:28| INFO mul_pacc_gs finished [took 263.1619s]
06/11/23 19:14:45| INFO bin_sld finished [took 432.8401s]
06/11/23 19:14:48| INFO bin_pacc finished [took 430.1210s]
06/11/23 19:14:54| INFO binmc_pacc finished [took 433.8715s]
06/11/23 19:14:58| INFO bin_cc finished [took 405.7688s]
06/11/23 19:14:59| INFO binne_pacc finished [took 435.7315s]
06/11/23 19:15:29| WARNING Method mul_sld_gsq failed. Exception: 'function' object has no attribute 'classes_'
06/11/23 19:16:36| INFO bin_sld_gsq finished [took 539.4078s]
06/11/23 19:17:05| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.00831) [took 545.8362s]
06/11/23 19:17:45| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00797) [took 609.7895s]
06/11/23 19:18:32| INFO mul_sld_gs finished [took 657.1765s]
06/11/23 19:20:08| INFO bin_pacc_gs finished [took 728.9184s]
06/11/23 19:23:41| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00738) [took 966.8750s]
06/11/23 19:26:42| INFO bin_sld_gs finished [took 1148.2428s]
06/11/23 19:26:42| INFO Dataset sample 0.50 of dataset rcv1_GCAT_9prevs finished [took 1152.4463s]
06/11/23 19:26:43| INFO Dataset sample 0.60 of dataset rcv1_GCAT_9prevs started
06/11/23 19:29:16| INFO mul_pacc finished [took 142.3375s]
06/11/23 19:29:26| INFO doc_feat finished [took 92.0123s]
06/11/23 19:29:29| INFO atc_ne finished [took 96.1697s]
06/11/23 19:29:32| INFO mul_sld finished [took 164.7852s]
06/11/23 19:29:33| INFO ref finished [took 114.3664s]
06/11/23 19:29:36| INFO kfcv finished [took 118.4300s]
06/11/23 19:29:37| INFO atc_mc finished [took 111.6950s]
06/11/23 19:29:37| INFO mul_cc finished [took 127.8860s]
06/11/23 19:29:39| INFO mulmc_pacc finished [took 162.5217s]
06/11/23 19:29:46| INFO mulne_pacc finished [took 159.7535s]
06/11/23 19:30:22| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.00832) [took 183.2267s]
06/11/23 19:31:42| INFO mul_pacc_gs finished [took 263.2959s]
06/11/23 19:33:48| INFO bin_pacc finished [took 415.7355s]
06/11/23 19:33:49| INFO binne_pacc finished [took 411.7032s]
06/11/23 19:33:49| INFO bin_sld finished [took 423.6935s]
06/11/23 19:33:56| INFO binmc_pacc finished [took 422.0731s]
06/11/23 19:34:02| INFO bin_cc finished [took 394.8074s]
06/11/23 19:34:45| WARNING Method mul_sld_gsq failed. Exception: 'function' object has no attribute 'classes_'
06/11/23 19:35:33| INFO bin_sld_gsq finished [took 523.6794s]
06/11/23 19:36:10| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'confidence': 'max_conf'} (score=0.00651) [took 539.0149s]
06/11/23 19:36:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00646) [took 605.4721s]
06/11/23 19:37:37| INFO mul_sld_gs finished [took 647.9998s]
06/11/23 19:39:13| INFO bin_pacc_gs finished [took 722.3065s]
06/11/23 19:42:14| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00635) [took 926.2548s]
06/11/23 19:45:13| INFO bin_sld_gs finished [took 1105.8303s]
06/11/23 19:45:13| INFO Dataset sample 0.60 of dataset rcv1_GCAT_9prevs finished [took 1110.5345s]
06/11/23 19:45:13| INFO Dataset sample 0.70 of dataset rcv1_GCAT_9prevs started
06/11/23 19:47:55| INFO mul_pacc finished [took 151.2717s]
06/11/23 19:48:01| INFO mul_sld finished [took 164.7303s]
06/11/23 19:48:02| INFO doc_feat finished [took 95.7218s]
06/11/23 19:48:20| INFO kfcv finished [took 132.6414s]
06/11/23 19:48:26| INFO ref finished [took 136.4855s]
06/11/23 19:48:27| INFO mulmc_pacc finished [took 180.2510s]
06/11/23 19:48:30| INFO mulne_pacc finished [took 173.6996s]
06/11/23 19:48:33| INFO atc_mc finished [took 135.5939s]
06/11/23 19:48:34| INFO atc_ne finished [took 129.3719s]
06/11/23 19:48:35| INFO mul_cc finished [took 153.9587s]
06/11/23 19:48:47| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.00782) [took 177.0918s]
06/11/23 19:50:13| INFO mul_pacc_gs finished [took 262.7047s]
06/11/23 19:52:34| INFO bin_pacc finished [took 431.9695s]
06/11/23 19:52:36| INFO binmc_pacc finished [took 430.1566s]
06/11/23 19:52:43| INFO bin_sld finished [took 446.4452s]
06/11/23 19:52:44| INFO bin_cc finished [took 407.8850s]
06/11/23 19:52:47| INFO binne_pacc finished [took 438.4423s]
06/11/23 19:53:19| WARNING Method mul_sld_gsq failed. Exception: 'function' object has no attribute 'classes_'
06/11/23 19:54:09| INFO bin_sld_gsq finished [took 528.9254s]
06/11/23 19:54:43| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00669) [took 545.8164s]
06/11/23 19:55:38| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00814) [took 619.0258s]
06/11/23 19:56:21| INFO mul_sld_gs finished [took 661.4303s]
06/11/23 19:57:51| INFO bin_pacc_gs finished [took 733.3970s]
06/11/23 20:00:54| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00795) [took 935.9973s]
06/11/23 20:03:55| INFO bin_sld_gs finished [took 1117.3981s]
06/11/23 20:03:55| INFO Dataset sample 0.70 of dataset rcv1_GCAT_9prevs finished [took 1121.8060s]
06/11/23 20:03:55| INFO Dataset sample 0.80 of dataset rcv1_GCAT_9prevs started
06/11/23 20:06:27| INFO mul_sld finished [took 147.0727s]
06/11/23 20:06:30| INFO doc_feat finished [took 81.1117s]
06/11/23 20:06:48| INFO mul_pacc finished [took 162.2312s]
06/11/23 20:07:04| INFO kfcv finished [took 133.4389s]
06/11/23 20:07:04| INFO ref finished [took 132.6728s]
06/11/23 20:07:05| INFO mulne_pacc finished [took 171.0782s]
06/11/23 20:07:08| INFO mulmc_pacc finished [took 179.6909s]
06/11/23 20:07:10| INFO atc_mc finished [took 130.5941s]
06/11/23 20:07:14| INFO mul_cc finished [took 150.3795s]
06/11/23 20:07:15| INFO atc_ne finished [took 131.0309s]
06/11/23 20:07:29| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00813) [took 177.7289s]
06/11/23 20:08:49| INFO mul_pacc_gs finished [took 257.9675s]
06/11/23 20:10:44| INFO bin_pacc finished [took 399.4800s]
06/11/23 21:01:51| INFO bin_pacc_gs finished [took 3446.1854s]
06/11/23 21:03:24| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00684) [took 3563.0699s]
06/11/23 21:04:07| INFO mul_sld_gs finished [took 3606.0194s]
06/11/23 21:08:24| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00519) [took 3863.9570s]
06/11/23 21:11:26| INFO bin_sld_gs finished [took 4046.4500s]
06/11/23 21:11:26| INFO Dataset sample 0.80 of dataset rcv1_GCAT_9prevs finished [took 4051.2016s]
06/11/23 21:11:26| INFO Dataset sample 0.90 of dataset rcv1_GCAT_9prevs started
06/11/23 21:11:31| WARNING Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 21:11:32| WARNING Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 21:11:34| WARNING Method bin_sld_gsq failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 21:11:35| WARNING Method mul_sld_gsq failed. Exception: a must be greater than 0 unless no samples are taken
06/11/23 21:11:36| WARNING Method bin_pacc failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 21:11:38| WARNING Method mul_pacc failed. Exception: could not broadcast input array from shape (3,) into shape (4,)
06/11/23 21:11:38| WARNING Method binmc_pacc failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 21:11:40| WARNING Method mulmc_pacc failed. Exception: could not broadcast input array from shape (3,) into shape (4,)
06/11/23 21:11:40| WARNING Method binne_pacc failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 21:11:42| WARNING Method mulne_pacc failed. Exception: could not broadcast input array from shape (3,) into shape (4,)
06/11/23 21:11:42| WARNING Method bin_pacc_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 21:11:44| WARNING Method mul_pacc_gs failed. Exception: could not broadcast input array from shape (3,) into shape (4,)
06/11/23 21:11:44| WARNING Method bin_cc failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 21:12:27| INFO mul_sld finished [took 56.8958s]
06/11/23 21:12:32| INFO ref finished [took 44.3311s]
06/11/23 21:12:32| INFO doc_feat finished [took 41.1551s]
06/11/23 21:12:33| INFO kfcv finished [took 46.1873s]
06/11/23 21:12:36| INFO atc_mc finished [took 47.9541s]
06/11/23 21:12:37| INFO mul_cc finished [took 51.8838s]
06/11/23 21:12:37| INFO atc_ne finished [took 47.4962s]
06/11/23 21:16:45| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00843) [took 312.8612s]
06/11/23 21:17:24| INFO mul_sld_gs finished [took 351.5693s]
06/11/23 21:17:24| INFO Dataset sample 0.90 of dataset rcv1_GCAT_9prevs finished [took 357.7321s]
06/11/23 21:20:10| INFO dataset rcv1_MCAT_9prevs
06/11/23 21:20:18| INFO Dataset sample 0.10 of dataset rcv1_MCAT_9prevs started
06/11/23 21:23:12| INFO doc_feat finished [took 81.2849s]
06/11/23 21:23:21| INFO mul_pacc finished [took 168.3242s]
06/11/23 21:23:30| INFO mulmc_pacc finished [took 173.2730s]
06/11/23 21:23:35| INFO atc_mc finished [took 115.3803s]
06/11/23 21:23:41| INFO ref finished [took 125.5611s]
06/11/23 21:23:41| INFO kfcv finished [took 136.3040s]
06/11/23 21:23:51| INFO mulne_pacc finished [took 185.3346s]
06/11/23 21:23:58| INFO atc_ne finished [took 129.7752s]
06/11/23 21:23:59| INFO mul_cc finished [took 164.3501s]
06/11/23 21:24:26| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'confidence': 'entropy'} (score=0.02036) [took 203.9839s]
06/11/23 21:24:32| INFO mul_sld finished [took 249.6979s]
06/11/23 21:25:50| INFO mul_pacc_gs finished [took 287.7634s]
06/11/23 21:28:08| INFO binne_pacc finished [took 443.1314s]
06/11/23 21:28:11| INFO bin_cc finished [took 427.7416s]
06/11/23 21:28:26| INFO bin_pacc finished [took 475.7859s]
06/11/23 21:28:28| INFO binmc_pacc finished [took 472.2702s]
06/11/23 21:28:33| INFO bin_sld finished [took 492.0457s]
06/11/23 21:29:19| INFO mul_sld_gsq finished [took 529.8190s]
06/11/23 21:29:26| INFO bin_sld_gsq finished [took 539.2552s]
06/11/23 21:30:30| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.00591) [took 573.3773s]
06/11/23 21:31:27| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00754) [took 661.4704s]
06/11/23 21:32:10| INFO mul_sld_gs finished [took 704.6441s]
06/11/23 21:33:40| INFO bin_pacc_gs finished [took 763.3541s]
06/11/23 21:36:30| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00760) [took 965.4559s]
06/11/23 21:39:31| INFO bin_sld_gs finished [took 1146.5622s]
06/11/23 21:39:31| INFO Dataset sample 0.10 of dataset rcv1_MCAT_9prevs finished [took 1152.1700s]
06/11/23 21:39:31| INFO Dataset sample 0.20 of dataset rcv1_MCAT_9prevs started
06/11/23 21:42:13| INFO doc_feat finished [took 88.9970s]
06/11/23 21:42:24| INFO mul_pacc finished [took 161.9999s]
06/11/23 21:42:31| INFO mulmc_pacc finished [took 159.0109s]
06/11/23 21:42:34| INFO mul_sld finished [took 179.5397s]
06/11/23 21:42:42| INFO kfcv finished [took 138.3784s]
06/11/23 21:42:42| INFO atc_mc finished [took 127.5150s]
06/11/23 21:42:45| INFO ref finished [took 133.9163s]
06/11/23 21:42:48| INFO mulne_pacc finished [took 170.3191s]
06/11/23 21:42:53| INFO mul_cc finished [took 153.9952s]
06/11/23 21:42:57| INFO atc_ne finished [took 133.9857s]
06/11/23 21:43:07| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.01406) [took 179.2817s]
06/11/23 21:44:27| INFO mul_pacc_gs finished [took 259.4430s]
06/11/23 21:46:57| INFO bin_pacc finished [took 435.9586s]
06/11/23 21:47:02| INFO binmc_pacc finished [took 436.7170s]
06/11/23 21:47:02| INFO bin_sld finished [took 448.6901s]
06/11/23 21:47:03| INFO binne_pacc finished [took 430.3933s]
06/11/23 21:47:06| INFO bin_cc finished [took 413.3717s]
06/11/23 21:47:44| INFO mul_sld_gsq finished [took 485.8565s]
06/11/23 21:48:40| INFO bin_sld_gsq finished [took 542.6385s]
06/11/23 21:49:21| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.01029) [took 558.1111s]
06/11/23 21:49:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00862) [took 617.7204s]
06/11/23 21:50:38| INFO mul_sld_gs finished [took 661.3619s]
06/11/23 21:52:31| INFO bin_pacc_gs finished [took 747.8605s]
06/11/23 21:55:23| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00631) [took 947.6305s]
06/11/23 21:58:25| INFO bin_sld_gs finished [took 1128.9705s]
06/11/23 21:58:25| INFO Dataset sample 0.20 of dataset rcv1_MCAT_9prevs finished [took 1133.8038s]
06/11/23 21:58:25| INFO Dataset sample 0.30 of dataset rcv1_MCAT_9prevs started
06/11/23 22:01:11| INFO doc_feat finished [took 91.6284s]
06/11/23 22:01:13| INFO mul_pacc finished [took 157.8979s]
06/11/23 22:01:21| INFO ref finished [took 117.5064s]
06/11/23 22:01:29| INFO mulmc_pacc finished [took 171.3367s]
06/11/23 22:01:34| INFO kfcv finished [took 138.8623s]
06/11/23 22:01:44| INFO atc_ne finished [took 127.4515s]
06/11/23 22:01:45| INFO mulne_pacc finished [took 175.7659s]
06/11/23 22:01:45| INFO atc_mc finished [took 134.5717s]
06/11/23 22:01:47| INFO mul_sld finished [took 198.7132s]
06/11/23 22:01:53| INFO mul_cc finished [took 156.7010s]
06/11/23 22:01:56| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00920) [took 169.8061s]
06/11/23 22:03:15| INFO mul_pacc_gs finished [took 248.7885s]
06/11/23 22:05:47| INFO bin_pacc finished [took 433.9454s]
06/11/23 22:05:52| INFO binmc_pacc finished [took 435.7566s]
06/11/23 22:05:55| INFO binne_pacc finished [took 432.5216s]
06/11/23 22:06:02| INFO bin_sld finished [took 455.4425s]
06/11/23 22:06:03| INFO bin_cc finished [took 409.9712s]
06/11/23 22:06:43| INFO mul_sld_gsq finished [took 490.7571s]
06/11/23 22:07:34| INFO bin_sld_gsq finished [took 542.4371s]
06/11/23 22:08:10| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.00585) [took 557.7911s]
06/11/23 22:08:29| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00589) [took 598.8338s]
06/11/23 22:09:12| INFO mul_sld_gs finished [took 641.4050s]
06/11/23 22:11:15| INFO bin_pacc_gs finished [took 742.8423s]
06/11/23 22:14:10| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00443) [took 940.7448s]
06/11/23 22:17:12| INFO bin_sld_gs finished [took 1122.5660s]
06/11/23 22:17:12| INFO Dataset sample 0.30 of dataset rcv1_MCAT_9prevs finished [took 1126.9865s]
06/11/23 22:17:12| INFO Dataset sample 0.40 of dataset rcv1_MCAT_9prevs started
06/11/23 22:19:32| INFO ref finished [took 85.6333s]
06/11/23 22:19:43| INFO mulmc_pacc finished [took 138.3833s]
06/11/23 22:19:44| INFO doc_feat finished [took 84.2844s]
06/11/23 22:19:54| INFO atc_ne finished [took 99.6744s]
06/11/23 22:19:57| INFO kfcv finished [took 114.5018s]
06/11/23 22:19:59| INFO mul_cc finished [took 123.4161s]
06/11/23 22:20:05| INFO mul_pacc finished [took 163.4607s]
06/11/23 22:20:09| INFO mul_sld finished [took 173.7721s]
06/11/23 22:20:16| INFO mulne_pacc finished [took 162.8502s]
06/11/23 22:20:16| INFO atc_mc finished [took 124.1504s]
06/11/23 22:20:36| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00596) [took 169.9575s]
06/11/23 22:21:55| INFO mul_pacc_gs finished [took 248.8139s]
06/11/23 22:24:04| INFO binmc_pacc finished [took 400.7570s]
06/11/23 22:24:12| INFO bin_pacc finished [took 411.2454s]
06/11/23 22:24:21| INFO binne_pacc finished [took 414.5496s]
06/11/23 22:24:21| INFO bin_cc finished [took 389.2880s]
06/11/23 22:24:25| INFO bin_sld finished [took 431.6256s]
06/11/23 22:25:13| INFO mul_sld_gsq finished [took 474.0621s]
06/11/23 22:25:54| INFO bin_sld_gsq finished [took 515.9435s]
06/11/23 22:26:41| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00626) [took 539.2315s]
06/11/23 22:27:11| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00612) [took 594.2222s]
06/11/23 22:27:54| INFO mul_sld_gs finished [took 637.0683s]
06/11/23 22:29:48| INFO bin_pacc_gs finished [took 725.8952s]
06/11/23 22:33:01| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00682) [took 945.7122s]
06/11/23 22:36:02| INFO bin_sld_gs finished [took 1126.7133s]
06/11/23 22:36:02| INFO Dataset sample 0.40 of dataset rcv1_MCAT_9prevs finished [took 1130.5566s]
06/11/23 22:36:02| INFO Dataset sample 0.50 of dataset rcv1_MCAT_9prevs started
06/11/23 22:38:42| INFO doc_feat finished [took 76.3995s]
06/11/23 22:39:04| INFO mul_pacc finished [took 170.8108s]
06/11/23 22:39:11| INFO mulmc_pacc finished [took 169.1537s]
06/11/23 22:39:22| INFO ref finished [took 134.5551s]
06/11/23 22:39:23| INFO kfcv finished [took 144.5049s]
06/11/23 22:39:28| INFO mul_sld finished [took 201.7112s]
06/11/23 22:39:31| INFO atc_ne finished [took 127.5871s]
06/11/23 22:39:32| INFO atc_mc finished [took 141.1615s]
06/11/23 22:39:33| INFO mulne_pacc finished [took 181.7155s]
06/11/23 22:39:34| INFO mul_cc finished [took 156.9505s]
06/11/23 22:39:37| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'confidence': None} (score=0.00848) [took 178.6463s]
06/11/23 22:41:02| INFO mul_pacc_gs finished [took 264.1109s]
06/11/23 22:43:34| INFO binmc_pacc finished [took 438.9742s]
06/11/23 22:43:34| INFO bin_pacc finished [took 442.7005s]
06/11/23 22:43:43| INFO bin_sld finished [took 458.4940s]
06/11/23 22:43:44| INFO binne_pacc finished [took 443.0455s]
06/11/23 22:43:55| INFO bin_cc finished [took 423.6361s]
06/11/23 22:44:45| INFO mul_sld_gsq finished [took 514.4586s]
06/11/23 22:45:32| INFO bin_sld_gsq finished [took 562.7681s]
06/11/23 22:46:12| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00790) [took 574.1156s]
06/11/23 22:46:42| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00824) [took 633.5645s]
06/11/23 22:47:24| INFO mul_sld_gs finished [took 676.3552s]
06/11/23 22:49:27| INFO bin_pacc_gs finished [took 768.3574s]
06/11/23 22:52:27| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00861) [took 979.5729s]
06/11/23 22:55:32| INFO bin_sld_gs finished [took 1164.7331s]
06/11/23 22:55:32| INFO Dataset sample 0.50 of dataset rcv1_MCAT_9prevs finished [took 1169.2748s]
06/11/23 22:55:32| INFO Dataset sample 0.60 of dataset rcv1_MCAT_9prevs started
06/11/23 22:58:47| INFO doc_feat finished [took 112.6375s]
06/11/23 22:59:00| INFO kfcv finished [took 150.2412s]
06/11/23 22:59:00| INFO mul_pacc finished [took 197.0521s]
06/11/23 22:59:06| INFO mul_sld finished [took 209.9482s]
06/11/23 22:59:07| INFO mulmc_pacc finished [took 198.8911s]
06/11/23 22:59:07| INFO ref finished [took 148.7702s]
06/11/23 22:59:16| INFO atc_ne finished [took 143.7730s]
06/11/23 22:59:18| INFO atc_mc finished [took 151.2783s]
06/11/23 22:59:19| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.01122) [took 190.1694s]
06/11/23 22:59:26| INFO mul_cc finished [took 179.0100s]
06/11/23 22:59:33| INFO mulne_pacc finished [took 211.9002s]
06/11/23 23:00:52| INFO mul_pacc_gs finished [took 283.5718s]
06/11/23 23:03:21| INFO bin_sld finished [took 466.9682s]
06/11/23 23:03:24| INFO binmc_pacc finished [took 456.9500s]
06/11/23 23:03:25| INFO bin_pacc finished [took 464.1421s]
06/11/23 23:03:39| INFO bin_cc finished [took 445.8302s]
06/11/23 23:03:40| INFO binne_pacc finished [took 466.3427s]
06/11/23 23:04:10| INFO mul_sld_gsq finished [took 509.0584s]
06/11/23 23:04:56| INFO bin_sld_gsq finished [took 556.7578s]
06/11/23 23:05:48| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'confidence': None} (score=0.01033) [took 581.0899s]
06/11/23 23:06:14| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00791) [took 636.6955s]
06/11/23 23:07:00| INFO mul_sld_gs finished [took 682.1829s]
06/11/23 23:08:59| INFO bin_pacc_gs finished [took 772.0584s]
06/11/23 23:11:44| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00722) [took 966.7367s]
06/11/23 23:14:47| INFO bin_sld_gs finished [took 1150.2138s]
06/11/23 23:14:47| INFO Dataset sample 0.60 of dataset rcv1_MCAT_9prevs finished [took 1155.4582s]
06/11/23 23:14:47| INFO Dataset sample 0.70 of dataset rcv1_MCAT_9prevs started
06/11/23 23:17:29| INFO mulmc_pacc finished [took 140.6592s]
06/11/23 23:17:37| INFO doc_feat finished [took 93.5374s]
06/11/23 23:17:58| INFO mul_pacc finished [took 176.1101s]
06/11/23 23:18:06| INFO mulne_pacc finished [took 168.2578s]
06/11/23 23:18:06| INFO ref finished [took 138.9670s]
06/11/23 23:18:13| INFO atc_ne finished [took 133.8368s]
06/11/23 23:18:13| INFO mul_cc finished [took 156.3809s]
06/11/23 23:18:14| INFO atc_mc finished [took 140.7865s]
06/11/23 23:18:15| INFO kfcv finished [took 150.8563s]
06/11/23 23:18:28| INFO mul_sld finished [took 213.5502s]
06/11/23 23:18:37| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.00696) [took 184.7202s]
06/11/23 23:20:04| INFO mul_pacc_gs finished [took 271.8620s]
06/11/23 23:22:38| INFO binne_pacc finished [took 444.7274s]
06/11/23 23:22:39| INFO binmc_pacc finished [took 454.8866s]
06/11/23 23:22:39| INFO bin_pacc finished [took 458.6381s]
06/11/23 23:22:47| INFO bin_cc finished [took 432.1075s]
06/11/23 23:22:54| INFO bin_sld finished [took 480.5003s]
06/11/23 23:23:33| INFO mul_sld_gsq finished [took 514.0066s]
06/11/23 23:24:13| INFO bin_sld_gsq finished [took 554.7885s]
06/11/23 23:24:57| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00603) [took 574.6463s]
06/11/23 23:25:06| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00528) [took 609.3079s]
06/11/23 23:25:51| INFO mul_sld_gs finished [took 654.2885s]
06/11/23 23:28:10| INFO bin_pacc_gs finished [took 767.8253s]
06/11/23 23:30:43| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00733) [took 947.2105s]
06/11/23 23:33:48| INFO bin_sld_gs finished [took 1132.1309s]
06/11/23 23:33:48| INFO Dataset sample 0.70 of dataset rcv1_MCAT_9prevs finished [took 1140.6743s]
06/11/23 23:33:48| INFO Dataset sample 0.80 of dataset rcv1_MCAT_9prevs started
06/11/23 23:36:55| INFO doc_feat finished [took 101.6311s]
06/11/23 23:37:16| INFO atc_ne finished [took 124.5854s]
06/11/23 23:37:39| INFO mulne_pacc finished [took 198.5060s]
06/11/23 23:37:42| INFO mulmc_pacc finished [took 210.8408s]
06/11/23 23:37:43| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.01019) [took 194.4422s]
06/11/23 23:37:44| INFO mul_pacc finished [took 224.0155s]
06/11/23 23:37:44| INFO kfcv finished [took 178.0222s]
06/11/23 23:37:47| INFO ref finished [took 176.1278s]
06/11/23 23:37:55| INFO atc_mc finished [took 173.0154s]
06/11/23 23:37:58| INFO mul_cc finished [took 198.1420s]
06/11/23 23:38:10| INFO mul_sld finished [took 258.4898s]
06/11/23 23:39:25| INFO mul_pacc_gs finished [took 297.0552s]
06/11/23 23:41:55| INFO binmc_pacc finished [took 471.8397s]
06/11/23 23:42:06| INFO binne_pacc finished [took 470.6917s]
06/11/23 23:42:08| INFO bin_pacc finished [took 490.2025s]
06/11/23 23:42:11| INFO bin_sld finished [took 500.3974s]
06/11/23 23:42:17| INFO bin_cc finished [took 463.2719s]
06/11/23 23:42:33| INFO mul_sld_gsq finished [took 515.9211s]
06/11/23 23:43:19| INFO bin_sld_gsq finished [took 563.2792s]
06/11/23 23:44:05| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.01110) [took 580.7011s]
06/11/23 23:44:33| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00755) [took 638.9055s]
06/11/23 23:45:18| INFO mul_sld_gs finished [took 683.7473s]
06/11/23 23:47:14| INFO bin_pacc_gs finished [took 769.5136s]
06/11/23 23:50:19| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00653) [took 986.1331s]
06/11/23 23:53:23| INFO bin_sld_gs finished [took 1170.3407s]
06/11/23 23:53:23| INFO Dataset sample 0.80 of dataset rcv1_MCAT_9prevs finished [took 1175.4004s]
06/11/23 23:53:23| INFO Dataset sample 0.90 of dataset rcv1_MCAT_9prevs started
06/11/23 23:53:29| WARNING Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 23:53:31| WARNING Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 23:53:32| WARNING Method bin_sld_gsq failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 23:53:34| WARNING Method mul_sld_gsq failed. Exception: a must be greater than 0 unless no samples are taken
06/11/23 23:53:34| WARNING Method bin_pacc failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 23:53:36| WARNING Method mul_pacc failed. Exception: could not broadcast input array from shape (3,) into shape (4,)
06/11/23 23:53:37| WARNING Method binmc_pacc failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 23:53:38| WARNING Method binne_pacc failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 23:53:39| WARNING Method mulmc_pacc failed. Exception: could not broadcast input array from shape (3,) into shape (4,)
06/11/23 23:53:41| WARNING Method mulne_pacc failed. Exception: could not broadcast input array from shape (3,) into shape (4,)
06/11/23 23:53:41| WARNING Method bin_pacc_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 23:53:43| WARNING Method mul_pacc_gs failed. Exception: could not broadcast input array from shape (3,) into shape (4,)
06/11/23 23:53:44| WARNING Method bin_cc failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
06/11/23 23:54:33| INFO ref finished [took 46.5615s]
06/11/23 23:54:34| INFO doc_feat finished [took 43.4254s]
06/11/23 23:54:34| INFO kfcv finished [took 48.7260s]
06/11/23 23:54:34| INFO mul_sld finished [took 64.5496s]
06/11/23 23:54:38| INFO atc_mc finished [took 49.9172s]
06/11/23 23:54:39| INFO atc_ne finished [took 49.8635s]
06/11/23 23:54:39| INFO mul_cc finished [took 54.7417s]
06/11/23 23:58:27| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01247) [took 295.7388s]
06/11/23 23:59:08| INFO mul_sld_gs finished [took 336.2009s]
06/11/23 23:59:08| INFO Dataset sample 0.90 of dataset rcv1_MCAT_9prevs finished [took 344.1389s]
----------------------------------------------------------------------------------------------------
07/11/23 01:05:25| INFO dataset rcv1_CCAT_9prevs
07/11/23 01:05:30| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
07/11/23 01:06:23| INFO ref finished [took 48.3560s]
07/11/23 01:06:29| INFO atc_mc finished [took 52.9929s]
07/11/23 01:06:30| INFO atc_ne finished [took 53.3908s]
07/11/23 01:07:06| WARNING Method bin_sld_gsq failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
07/11/23 01:11:38| INFO mul_sld_gsq finished [took 364.0698s]
07/11/23 01:13:51| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00644) [took 499.4945s]
07/11/23 01:14:34| INFO mul_sld_gs finished [took 542.6047s]
07/11/23 01:18:02| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00589) [took 750.8663s]
07/11/23 01:21:01| INFO bin_sld_gs finished [took 930.1356s]
07/11/23 01:21:01| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 931.4321s]
07/11/23 01:21:01| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
07/11/23 01:22:02| INFO ref finished [took 55.2212s]
07/11/23 01:22:07| INFO atc_mc finished [took 59.3890s]
07/11/23 01:22:09| INFO atc_ne finished [took 59.7388s]
07/11/23 01:27:21| INFO mul_sld_gsq finished [took 375.2352s]
07/11/23 01:27:24| INFO bin_sld_gsq finished [took 379.6159s]
07/11/23 01:29:25| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01221) [took 502.0302s]
07/11/23 01:30:08| INFO mul_sld_gs finished [took 545.0285s]
07/11/23 01:34:25| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00768) [took 802.3620s]
07/11/23 01:37:25| INFO bin_sld_gs finished [took 982.3260s]
07/11/23 01:37:25| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 983.7236s]
07/11/23 01:37:25| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
07/11/23 01:38:20| INFO ref finished [took 49.9803s]
07/11/23 01:38:25| INFO atc_mc finished [took 53.3765s]
07/11/23 01:38:26| INFO atc_ne finished [took 53.8925s]
07/11/23 01:43:41| INFO mul_sld_gsq finished [took 372.2608s]
07/11/23 01:43:45| INFO bin_sld_gsq finished [took 377.3380s]
07/11/23 01:45:45| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00872) [took 497.5768s]
07/11/23 01:46:28| INFO mul_sld_gs finished [took 540.8267s]
07/11/23 01:51:09| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00782) [took 822.2849s]
07/11/23 01:54:10| INFO bin_sld_gs finished [took 1003.7804s]
07/11/23 01:54:10| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 1005.2506s]
07/11/23 01:54:10| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
07/11/23 01:55:05| INFO ref finished [took 49.8884s]
07/11/23 01:55:09| INFO atc_mc finished [took 53.3594s]
07/11/23 01:55:10| INFO atc_ne finished [took 53.5162s]
07/11/23 02:00:25| INFO mul_sld_gsq finished [took 371.4460s]
07/11/23 02:00:41| INFO bin_sld_gsq finished [took 387.6183s]
07/11/23 02:02:30| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01037) [took 498.0096s]
07/11/23 02:03:11| INFO mul_sld_gs finished [took 539.1531s]
07/11/23 02:07:53| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01112) [took 821.8730s]
07/11/23 02:10:52| INFO bin_sld_gs finished [took 1001.0803s]
07/11/23 02:10:52| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 1002.3085s]
07/11/23 02:10:52| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
07/11/23 02:11:44| INFO ref finished [took 47.2218s]
07/11/23 02:11:48| INFO atc_mc finished [took 49.6349s]
07/11/23 02:11:50| INFO atc_ne finished [took 50.9082s]
07/11/23 02:16:51| INFO mul_sld_gsq finished [took 354.3706s]
07/11/23 02:17:11| INFO bin_sld_gsq finished [took 376.0124s]
07/11/23 02:18:51| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00572) [took 476.0587s]
07/11/23 02:19:33| INFO mul_sld_gs finished [took 518.5692s]
07/11/23 02:24:17| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00653) [took 803.4978s]
07/11/23 02:27:16| INFO bin_sld_gs finished [took 982.4395s]
07/11/23 02:27:16| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 983.7838s]
07/11/23 02:27:16| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
07/11/23 02:28:08| INFO ref finished [took 46.6191s]
07/11/23 02:28:13| INFO atc_mc finished [took 50.3543s]
07/11/23 02:28:15| INFO atc_ne finished [took 51.6601s]
07/11/23 02:33:15| INFO mul_sld_gsq finished [took 354.6014s]
07/11/23 02:33:34| INFO bin_sld_gsq finished [took 374.7872s]
07/11/23 02:35:14| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00637) [took 475.9302s]
07/11/23 02:35:57| INFO mul_sld_gs finished [took 518.5425s]
07/11/23 02:40:20| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00544) [took 782.7268s]
07/11/23 02:43:18| INFO bin_sld_gs finished [took 960.6334s]
07/11/23 02:43:18| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 961.9030s]
07/11/23 02:43:18| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
07/11/23 02:44:10| INFO ref finished [took 47.1234s]
07/11/23 02:44:14| INFO atc_mc finished [took 49.9871s]
07/11/23 02:44:16| INFO atc_ne finished [took 50.9160s]
07/11/23 02:49:19| INFO mul_sld_gsq finished [took 357.0613s]
07/11/23 02:49:30| INFO bin_sld_gsq finished [took 368.8000s]
07/11/23 02:51:16| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00765) [took 475.7332s]
07/11/23 02:51:59| INFO mul_sld_gs finished [took 518.6671s]
07/11/23 02:56:28| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01235) [took 788.7117s]
07/11/23 02:59:28| INFO bin_sld_gs finished [took 968.7653s]
07/11/23 02:59:28| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 970.1516s]
07/11/23 02:59:28| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
07/11/23 03:00:20| INFO ref finished [took 46.9898s]
07/11/23 03:00:24| INFO atc_mc finished [took 49.8768s]
07/11/23 03:00:25| INFO atc_ne finished [took 49.6324s]
07/11/23 03:05:23| INFO mul_sld_gsq finished [took 350.7932s]
07/11/23 03:05:32| INFO bin_sld_gsq finished [took 360.8665s]
07/11/23 03:07:25| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01306) [took 474.6581s]
07/11/23 03:08:07| INFO mul_sld_gs finished [took 516.4890s]
07/11/23 03:12:24| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00894) [took 774.9140s]
07/11/23 03:15:29| INFO bin_sld_gs finished [took 959.3579s]
07/11/23 03:15:29| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 960.6992s]
07/11/23 03:15:29| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
07/11/23 03:16:21| INFO ref finished [took 47.3281s]
07/11/23 03:16:25| INFO atc_mc finished [took 49.8016s]
07/11/23 03:16:28| INFO atc_ne finished [took 51.2288s]
07/11/23 03:21:16| INFO mul_sld_gsq finished [took 343.2861s]
07/11/23 03:21:22| INFO bin_sld_gsq finished [took 349.6065s]
07/11/23 03:23:20| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00808) [took 468.7910s]
07/11/23 03:24:01| INFO mul_sld_gs finished [took 509.9001s]
07/11/23 03:28:03| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00604) [took 752.8185s]
07/11/23 03:31:01| INFO bin_sld_gs finished [took 930.3934s]
07/11/23 03:31:01| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 931.7055s]
07/11/23 03:31:29| INFO dataset imdb_9prevs
07/11/23 03:31:37| INFO Dataset sample 0.10 of dataset imdb_9prevs started
07/11/23 03:31:49| INFO ref finished [took 11.4117s]
07/11/23 03:31:53| INFO atc_mc finished [took 14.8218s]
07/11/23 03:31:53| INFO atc_ne finished [took 14.8359s]
07/11/23 03:32:11| WARNING Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
07/11/23 03:32:56| WARNING Method bin_sld_gsq failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
07/11/23 03:36:32| INFO mul_sld_gsq finished [took 294.6812s]
07/11/23 03:38:05| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.03127) [took 387.7698s]
07/11/23 03:38:18| INFO mul_sld_gs finished [took 400.7660s]
07/11/23 03:38:18| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 401.3208s]
07/11/23 03:38:18| INFO Dataset sample 0.20 of dataset imdb_9prevs started
07/11/23 03:38:30| INFO ref finished [took 11.1665s]
07/11/23 03:38:34| INFO atc_mc finished [took 14.4483s]
07/11/23 03:38:34| INFO atc_ne finished [took 14.8634s]
07/11/23 03:43:16| INFO bin_sld_gsq finished [took 296.8786s]
07/11/23 03:43:32| INFO mul_sld_gsq finished [took 312.4588s]
07/11/23 03:45:44| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01194) [took 445.1331s]
07/11/23 03:45:58| INFO mul_sld_gs finished [took 459.5855s]
07/11/23 03:51:05| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00924) [took 766.1528s]
07/11/23 03:53:40| INFO bin_sld_gs finished [took 921.5996s]
07/11/23 03:53:40| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 922.0949s]
07/11/23 03:53:40| INFO Dataset sample 0.30 of dataset imdb_9prevs started
07/11/23 03:53:53| INFO ref finished [took 11.5825s]
07/11/23 03:53:57| INFO atc_mc finished [took 14.8590s]
07/11/23 03:53:57| INFO atc_ne finished [took 15.3090s]
07/11/23 03:58:53| INFO mul_sld_gsq finished [took 311.9891s]
07/11/23 03:58:54| INFO bin_sld_gsq finished [took 313.1182s]
07/11/23 04:01:03| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00953) [took 441.3198s]
07/11/23 04:01:18| INFO mul_sld_gs finished [took 456.2347s]
07/11/23 04:06:06| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01064) [took 745.0596s]
07/11/23 04:08:40| INFO bin_sld_gs finished [took 898.9046s]
07/11/23 04:08:40| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 899.6778s]
07/11/23 04:08:40| INFO Dataset sample 0.40 of dataset imdb_9prevs started
07/11/23 04:08:52| INFO ref finished [took 11.0605s]
07/11/23 04:08:56| INFO atc_mc finished [took 14.9590s]
07/11/23 04:08:56| INFO atc_ne finished [took 14.8804s]
07/11/23 04:13:54| INFO mul_sld_gsq finished [took 313.3797s]
07/11/23 04:13:56| INFO bin_sld_gsq finished [took 315.5862s]
07/11/23 04:15:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.01029) [took 432.9025s]
07/11/23 04:16:08| INFO mul_sld_gs finished [took 447.1098s]
07/11/23 04:21:25| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01176) [took 764.2230s]
07/11/23 04:23:56| INFO bin_sld_gs finished [took 915.4905s]
07/11/23 04:23:56| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 916.1187s]
07/11/23 04:23:56| INFO Dataset sample 0.50 of dataset imdb_9prevs started
07/11/23 04:24:08| INFO ref finished [took 10.9214s]
07/11/23 04:24:12| INFO atc_mc finished [took 14.9236s]
07/11/23 04:24:12| INFO atc_ne finished [took 14.9240s]
07/11/23 04:29:11| INFO bin_sld_gsq finished [took 314.3071s]
07/11/23 04:29:19| INFO mul_sld_gsq finished [took 322.1027s]
07/11/23 04:31:25| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00885) [took 448.0202s]
07/11/23 04:31:40| INFO mul_sld_gs finished [took 463.2243s]
07/11/23 04:36:23| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00940) [took 746.2797s]
07/11/23 04:38:55| INFO bin_sld_gs finished [took 898.7899s]
07/11/23 04:38:55| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 899.2924s]
07/11/23 04:38:55| INFO Dataset sample 0.60 of dataset imdb_9prevs started
07/11/23 04:39:08| INFO ref finished [took 11.9811s]
07/11/23 04:39:12| INFO atc_mc finished [took 15.7159s]
07/11/23 04:39:12| INFO atc_ne finished [took 15.9512s]
07/11/23 04:44:19| INFO bin_sld_gsq finished [took 323.1420s]
07/11/23 04:44:21| INFO mul_sld_gsq finished [took 325.2299s]
07/11/23 04:46:22| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00984) [took 445.8872s]
07/11/23 04:46:37| INFO mul_sld_gs finished [took 460.6339s]
07/11/23 04:52:03| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.01142) [took 786.7500s]
07/11/23 04:54:36| INFO bin_sld_gs finished [took 940.1627s]
07/11/23 04:54:36| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 940.6023s]
07/11/23 04:54:36| INFO Dataset sample 0.70 of dataset imdb_9prevs started
07/11/23 04:54:48| INFO ref finished [took 11.1744s]
07/11/23 04:54:52| INFO atc_mc finished [took 14.7518s]
07/11/23 04:54:52| INFO atc_ne finished [took 14.8147s]
07/11/23 04:59:45| INFO bin_sld_gsq finished [took 308.3645s]
07/11/23 05:00:07| INFO mul_sld_gsq finished [took 330.3332s]
07/11/23 05:02:14| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01102) [took 456.8448s]
07/11/23 05:02:28| INFO mul_sld_gs finished [took 471.4675s]
07/11/23 05:06:48| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.02196) [took 731.2847s]
07/11/23 05:09:19| INFO bin_sld_gs finished [took 882.2200s]
07/11/23 05:09:19| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 882.8165s]
07/11/23 05:09:19| INFO Dataset sample 0.80 of dataset imdb_9prevs started
07/11/23 05:09:31| INFO ref finished [took 11.0645s]
07/11/23 05:09:35| INFO atc_mc finished [took 14.7375s]
07/11/23 05:09:35| INFO atc_ne finished [took 14.7704s]
07/11/23 05:14:22| INFO bin_sld_gsq finished [took 302.1848s]
07/11/23 05:14:33| INFO mul_sld_gsq finished [took 313.5459s]
07/11/23 05:16:38| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00785) [took 438.9863s]
07/11/23 05:16:52| INFO mul_sld_gs finished [took 452.7273s]
07/11/23 05:21:59| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01449) [took 759.8355s]
07/11/23 05:24:38| INFO bin_sld_gs finished [took 918.7338s]
07/11/23 05:24:38| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 919.2981s]
07/11/23 05:24:38| INFO Dataset sample 0.90 of dataset imdb_9prevs started
07/11/23 05:24:39| WARNING Method mul_sld_gsq failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
07/11/23 05:24:39| WARNING Method bin_sld_gsq failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
07/11/23 05:24:48| INFO ref finished [took 9.1378s]
07/11/23 05:24:51| INFO atc_mc finished [took 12.1603s]
07/11/23 05:24:52| INFO atc_ne finished [took 12.3482s]
07/11/23 05:25:08| WARNING Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
07/11/23 05:30:32| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.04178) [took 353.7904s]
07/11/23 05:30:45| INFO mul_sld_gs finished [took 365.9283s]
07/11/23 05:30:45| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 366.4930s]
----------------------------------------------------------------------------------------------------
08/11/23 20:56:59| INFO dataset rcv1_CCAT_1prevs
08/11/23 20:59:19| ERROR Evaluation over rcv1_CCAT_1prevs failed. Exception: HTTP Error 403: Forbidden
08/11/23 20:59:19| ERROR Failed while saving configuration rcv1_CCAT_debug of rcv1_CCAT_1prevs. Exception: cannot access local variable 'dr' where it is not associated with a value
----------------------------------------------------------------------------------------------------
08/11/23 21:31:49| INFO dataset rcv1_CCAT_1prevs
08/11/23 22:01:21| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
08/11/23 22:02:41| INFO ref finished [took 68.4653s]
08/11/23 22:02:47| INFO atc_mc finished [took 68.0908s]
08/11/23 22:02:57| INFO mulmc_sld finished [took 90.6417s]
08/11/23 22:02:57| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 95.9050s]
----------------------------------------------------------------------------------------------------
08/11/23 23:22:01| INFO dataset rcv1_CCAT_1prevs
08/11/23 23:22:07| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
08/11/23 23:23:59| INFO ref finished [took 98.1608s]
08/11/23 23:24:07| INFO atc_mc finished [took 97.2017s]
08/11/23 23:24:18| INFO mulmc_sld finished [took 122.6902s]
08/11/23 23:24:18| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 130.7814s]
----------------------------------------------------------------------------------------------------
09/11/23 00:13:41| INFO dataset rcv1_CCAT_1prevs
09/11/23 00:13:47| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
09/11/23 00:15:21| INFO ref finished [took 79.7435s]
09/11/23 00:15:30| INFO atc_mc finished [took 80.6728s]
09/11/23 00:15:41| INFO mulmc_sld finished [took 107.4293s]
09/11/23 00:15:41| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 113.6376s]
----------------------------------------------------------------------------------------------------
09/11/23 00:18:43| INFO dataset rcv1_CCAT_1prevs
09/11/23 00:18:49| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
09/11/23 00:20:31| INFO ref finished [took 87.0388s]
09/11/23 00:20:39| INFO atc_mc finished [took 84.1993s]
09/11/23 00:20:50| INFO mulmc_sld finished [took 114.1533s]
09/11/23 00:20:50| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 120.4891s]
----------------------------------------------------------------------------------------------------
09/11/23 00:38:26| INFO dataset rcv1_CCAT_1prevs
09/11/23 00:38:32| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
09/11/23 00:45:25| INFO dataset rcv1_CCAT_1prevs
09/11/23 00:45:31| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
09/11/23 02:02:02| INFO dataset rcv1_CCAT_1prevs
09/11/23 02:02:08| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
09/11/23 02:03:31| INFO ref finished [took 70.0867s]
09/11/23 02:03:41| INFO atc_mc finished [took 72.5382s]
09/11/23 02:03:49| INFO mulmc_sld finished [took 95.3226s]
09/11/23 02:03:49| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 101.1888s]
----------------------------------------------------------------------------------------------------
09/11/23 03:15:02| INFO dataset rcv1_CCAT_1prevs
09/11/23 03:15:08| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
09/11/23 03:16:09| INFO ref finished [took 51.7905s]
09/11/23 03:16:17| INFO atc_mc finished [took 54.5337s]
09/11/23 03:16:29| INFO mulmc_sld finished [took 77.7583s]
09/11/23 03:16:29| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 81.7392s]
----------------------------------------------------------------------------------------------------
09/11/23 03:17:34| INFO dataset rcv1_CCAT_1prevs
09/11/23 03:17:39| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
09/11/23 03:18:42| INFO ref finished [took 52.5292s]
09/11/23 03:18:49| INFO atc_mc finished [took 54.8090s]
09/11/23 03:18:59| INFO mulmc_sld finished [took 75.5262s]
09/11/23 03:18:59| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 79.5247s]
----------------------------------------------------------------------------------------------------
09/11/23 03:20:07| INFO dataset rcv1_CCAT_1prevs
09/11/23 03:20:12| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
09/11/23 03:21:15| INFO ref finished [took 53.0266s]
09/11/23 03:21:22| INFO atc_mc finished [took 54.2621s]
09/11/23 03:21:34| INFO mulmc_sld finished [took 77.6939s]
09/11/23 03:21:34| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 81.6421s]
----------------------------------------------------------------------------------------------------
09/11/23 03:33:31| INFO dataset rcv1_CCAT_1prevs
09/11/23 03:33:36| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
09/11/23 03:34:37| INFO ref finished [took 52.0023s]
09/11/23 03:34:45| INFO atc_mc finished [took 54.5041s]
09/11/23 03:34:56| INFO mulmc_sld finished [took 76.1746s]
09/11/23 03:34:56| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 80.1391s]
----------------------------------------------------------------------------------------------------
09/11/23 03:35:42| INFO dataset rcv1_CCAT_1prevs
09/11/23 03:35:47| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
09/11/23 03:36:49| INFO ref finished [took 52.3397s]
09/11/23 03:36:57| INFO atc_mc finished [took 54.5340s]
09/11/23 03:37:09| INFO mulmc_sld finished [took 77.3609s]
09/11/23 03:37:09| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 81.7535s]
----------------------------------------------------------------------------------------------------
09/11/23 03:41:09| INFO dataset rcv1_CCAT_1prevs
09/11/23 03:41:15| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
09/11/23 03:42:55| INFO ref finished [took 88.9777s]
09/11/23 03:43:09| INFO atc_mc finished [took 98.3887s]
09/11/23 04:15:21| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00775) [took 2038.6779s]
09/11/23 04:16:31| INFO mul_sld_gs finished [took 2108.9586s]
09/11/23 04:38:52| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00835) [took 3453.3118s]
09/11/23 04:46:36| INFO bin_sld_gs finished [took 3917.2486s]
09/11/23 04:46:36| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 3921.2338s]
----------------------------------------------------------------------------------------------------
09/11/23 11:52:14| INFO dataset rcv1_CCAT_1prevs
09/11/23 11:52:19| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
09/11/23 11:53:22| INFO ref finished [took 53.0955s]
09/11/23 11:53:29| INFO atc_mc finished [took 55.3922s]
09/11/23 11:53:43| INFO mulmc_sld finished [took 79.5846s]
09/11/23 11:53:43| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 83.5652s]
----------------------------------------------------------------------------------------------------
09/11/23 11:55:48| INFO dataset rcv1_CCAT_1prevs
09/11/23 11:55:53| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
09/11/23 11:56:54| INFO ref finished [took 51.3170s]
09/11/23 11:57:03| INFO atc_mc finished [took 54.3593s]
09/11/23 11:57:14| INFO mulmc_sld finished [took 76.8769s]
09/11/23 11:57:14| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 80.8969s]
----------------------------------------------------------------------------------------------------
09/11/23 12:21:45| INFO dataset rcv1_CCAT_1prevs
09/11/23 12:21:50| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
09/11/23 12:22:52| INFO ref finished [took 51.8981s]
09/11/23 12:23:00| INFO atc_mc finished [took 54.6032s]
09/11/23 12:23:12| INFO mulmc_sld finished [took 77.3834s]
09/11/23 12:23:12| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 81.2876s]
----------------------------------------------------------------------------------------------------
09/11/23 13:15:30| INFO dataset rcv1_CCAT_9prevs
09/11/23 13:15:36| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
09/11/23 13:17:12| INFO ref finished [took 68.1145s]
09/11/23 13:17:20| INFO atc_mc finished [took 69.7608s]
09/11/23 13:17:23| INFO mulc_sld finished [took 99.1192s]
09/11/23 13:17:26| INFO mulne_sld finished [took 88.9627s]
09/11/23 13:17:29| INFO mulmc_sld finished [took 99.8207s]
09/11/23 13:17:48| INFO mul_sld finished [took 129.4095s]
09/11/23 13:17:48| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 132.4803s]
09/11/23 13:17:48| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
09/11/23 13:19:29| INFO ref finished [took 67.4335s]
09/11/23 13:19:39| INFO atc_mc finished [took 70.5914s]
09/11/23 13:19:45| INFO mulne_sld finished [took 94.4824s]
09/11/23 13:19:46| INFO mulc_sld finished [took 109.2394s]
09/11/23 13:19:48| INFO mulmc_sld finished [took 102.8768s]
09/11/23 13:19:51| INFO mul_sld finished [took 119.2845s]
09/11/23 13:19:51| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 122.5957s]
09/11/23 13:19:51| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
09/11/23 13:21:37| INFO ref finished [took 68.8988s]
09/11/23 13:21:45| INFO atc_mc finished [took 70.9590s]
09/11/23 13:21:48| INFO mul_sld finished [took 113.0089s]
09/11/23 13:21:52| INFO mulc_sld finished [took 111.6689s]
09/11/23 13:21:54| INFO mulmc_sld finished [took 104.8989s]
09/11/23 13:21:56| INFO mulne_sld finished [took 98.6649s]
09/11/23 13:21:56| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 125.3322s]
09/11/23 13:21:56| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
09/11/23 13:23:36| INFO ref finished [took 69.3171s]
09/11/23 13:23:45| INFO atc_mc finished [took 72.5468s]
09/11/23 13:23:52| INFO mul_sld finished [took 113.3253s]
09/11/23 13:23:54| INFO mulc_sld finished [took 109.6920s]
09/11/23 13:23:54| INFO mulmc_sld finished [took 102.8692s]
09/11/23 13:23:57| INFO mulne_sld finished [took 98.7443s]
09/11/23 13:23:57| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 121.0282s]
09/11/23 13:23:57| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
09/11/23 13:25:41| INFO ref finished [took 69.4818s]
09/11/23 13:25:49| INFO atc_mc finished [took 73.2746s]
09/11/23 13:25:59| INFO mul_sld finished [took 118.8485s]
09/11/23 13:26:02| INFO mulmc_sld finished [took 110.2657s]
09/11/23 13:26:02| INFO mulc_sld finished [took 116.3466s]
09/11/23 13:26:05| INFO mulne_sld finished [took 103.9492s]
09/11/23 13:26:05| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 127.7372s]
09/11/23 13:26:05| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
09/11/23 13:27:45| INFO ref finished [took 68.8905s]
09/11/23 13:27:55| INFO atc_mc finished [took 72.6678s]
09/11/23 13:28:09| INFO mulc_sld finished [took 116.6444s]
09/11/23 13:28:09| INFO mul_sld finished [took 120.3566s]
09/11/23 13:28:10| INFO mulmc_sld finished [took 111.1016s]
09/11/23 13:28:12| INFO mulne_sld finished [took 104.9627s]
09/11/23 13:28:12| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 126.9458s]
09/11/23 13:28:12| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
09/11/23 13:29:57| INFO ref finished [took 70.7997s]
09/11/23 13:30:05| INFO atc_mc finished [took 72.0093s]
09/11/23 13:30:15| INFO mulmc_sld finished [took 106.8503s]
09/11/23 13:30:18| INFO mul_sld finished [took 122.3074s]
09/11/23 13:30:18| INFO mulc_sld finished [took 118.0822s]
09/11/23 13:30:19| INFO mulne_sld finished [took 102.0921s]
09/11/23 13:30:19| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 126.4155s]
09/11/23 13:30:19| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
09/11/23 13:32:01| INFO ref finished [took 67.1594s]
09/11/23 13:32:09| INFO atc_mc finished [took 69.1164s]
09/11/23 13:32:20| INFO mul_sld finished [took 118.4273s]
09/11/23 13:32:21| INFO mulc_sld finished [took 113.3969s]
09/11/23 13:32:22| INFO mulmc_sld finished [took 107.3904s]
09/11/23 13:32:23| INFO mulne_sld finished [took 98.4959s]
09/11/23 13:32:23| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 124.0989s]
09/11/23 13:32:23| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
09/11/23 13:34:00| INFO ref finished [took 66.4954s]
09/11/23 13:34:08| INFO atc_mc finished [took 68.4535s]
09/11/23 13:34:13| INFO mulc_sld finished [took 102.5994s]
09/11/23 13:34:15| INFO mulmc_sld finished [took 97.6768s]
09/11/23 13:34:20| INFO mulne_sld finished [took 93.3358s]
09/11/23 13:34:36| INFO mul_sld finished [took 130.1442s]
09/11/23 13:34:36| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 133.4824s]
----------------------------------------------------------------------------------------------------
09/11/23 14:32:55| INFO dataset rcv1_CCAT_9prevs
09/11/23 14:33:01| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
09/11/23 14:35:53| INFO ref finished [took 120.0106s]
09/11/23 14:35:53| INFO mul_sld finished [took 165.5593s]
09/11/23 14:35:56| INFO atc_mc finished [took 117.0436s]
09/11/23 14:36:03| INFO mulc_sld finished [took 165.2846s]
09/11/23 14:36:09| INFO mulne_sld finished [took 145.9620s]
09/11/23 14:36:14| INFO mulmc_sld finished [took 164.6951s]
09/11/23 14:42:10| INFO binc_sld finished [took 536.3110s]
09/11/23 14:42:54| INFO binmc_sld finished [took 572.2245s]
09/11/23 14:43:01| INFO bin_sld finished [took 596.4552s]
09/11/23 14:43:15| INFO binne_sld finished [took 579.5418s]
09/11/23 14:43:15| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 614.2267s]
09/11/23 14:43:15| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
09/11/23 14:45:36| INFO ref finished [took 85.8318s]
09/11/23 14:46:18| INFO atc_mc finished [took 121.8240s]
09/11/23 14:46:32| INFO mul_sld finished [took 189.6618s]
09/11/23 14:46:35| INFO mulc_sld finished [took 180.8382s]
09/11/23 14:46:36| INFO mulmc_sld finished [took 168.8106s]
09/11/23 14:46:42| INFO mulne_sld finished [took 159.4918s]
09/11/23 14:52:38| INFO binc_sld finished [took 550.8545s]
09/11/23 14:53:00| INFO binmc_sld finished [took 559.6299s]
09/11/23 14:53:10| INFO binne_sld finished [took 555.0791s]
09/11/23 14:53:21| INFO bin_sld finished [took 602.2497s]
09/11/23 14:53:21| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 605.4122s]
09/11/23 14:53:21| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
09/11/23 14:56:02| INFO mul_sld finished [took 155.1923s]
09/11/23 14:56:18| INFO ref finished [took 115.7033s]
09/11/23 14:56:27| INFO mulc_sld finished [took 166.0082s]
09/11/23 14:56:28| INFO mulmc_sld finished [took 151.9154s]
09/11/23 14:56:35| INFO atc_mc finished [took 124.5581s]
09/11/23 14:56:46| INFO mulne_sld finished [took 152.4259s]
09/11/23 15:03:02| INFO bin_sld finished [took 577.3601s]
09/11/23 15:03:17| INFO binc_sld finished [took 582.9200s]
09/11/23 15:03:33| INFO binmc_sld finished [took 583.5182s]
09/11/23 15:03:36| INFO binne_sld finished [took 571.3253s]
09/11/23 15:03:36| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 615.3250s]
09/11/23 15:03:36| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
09/11/23 15:06:05| INFO mul_sld finished [took 143.3508s]
09/11/23 15:06:33| INFO ref finished [took 124.1576s]
09/11/23 15:06:47| INFO mulc_sld finished [took 174.3592s]
09/11/23 15:06:48| INFO atc_mc finished [took 133.7507s]
09/11/23 15:06:56| INFO mulne_sld finished [took 154.4424s]
09/11/23 15:06:57| INFO mulmc_sld finished [took 171.5560s]
09/11/23 15:12:58| INFO binmc_sld finished [took 538.6635s]
09/11/23 15:13:15| INFO binc_sld finished [took 567.2590s]
09/11/23 15:13:25| INFO binne_sld finished [took 550.5832s]
09/11/23 15:13:36| INFO bin_sld finished [took 597.3358s]
09/11/23 15:13:36| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 600.0149s]
09/11/23 15:13:36| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
09/11/23 15:16:08| INFO mul_sld finished [took 144.5043s]
09/11/23 15:16:34| INFO ref finished [took 121.6157s]
09/11/23 15:16:38| INFO atc_mc finished [took 117.9692s]
09/11/23 15:16:40| INFO mulne_sld finished [took 134.2729s]
09/11/23 15:16:45| INFO mulmc_sld finished [took 156.8333s]
09/11/23 15:16:58| INFO mulc_sld finished [took 183.3128s]
09/11/23 15:23:12| INFO binc_sld finished [took 562.5053s]
09/11/23 15:23:34| INFO bin_sld finished [took 594.5091s]
09/11/23 15:23:46| INFO binmc_sld finished [took 585.1350s]
09/11/23 15:23:47| INFO binne_sld finished [took 569.6397s]
09/11/23 15:23:47| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 610.4289s]
09/11/23 15:23:47| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
09/11/23 15:26:16| INFO ref finished [took 94.2302s]
09/11/23 15:26:40| INFO mulne_sld finished [took 126.7083s]
09/11/23 15:26:55| INFO mulmc_sld finished [took 161.0768s]
09/11/23 15:26:58| INFO atc_mc finished [took 128.3174s]
09/11/23 15:27:06| INFO mul_sld finished [took 193.0407s]
09/11/23 15:27:11| INFO mulc_sld finished [took 186.3831s]
09/11/23 15:33:12| INFO bin_sld finished [took 562.6962s]
09/11/23 15:33:31| INFO binc_sld finished [took 572.6547s]
09/11/23 15:33:54| INFO binmc_sld finished [took 583.9995s]
09/11/23 15:34:02| INFO binne_sld finished [took 577.1883s]
09/11/23 15:34:02| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 615.1913s]
09/11/23 15:34:02| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
09/11/23 15:36:24| INFO ref finished [took 82.7413s]
09/11/23 15:36:45| INFO atc_mc finished [took 96.1635s]
09/11/23 15:37:17| INFO mulc_sld finished [took 176.5535s]
09/11/23 15:37:19| INFO mulmc_sld finished [took 164.1836s]
09/11/23 15:37:25| INFO mulne_sld finished [took 153.2065s]
09/11/23 15:37:26| INFO mul_sld finished [took 196.7879s]
09/11/23 15:43:57| INFO binc_sld finished [took 581.4832s]
09/11/23 15:44:02| INFO binmc_sld finished [took 573.0991s]
09/11/23 15:44:17| INFO bin_sld finished [took 612.1302s]
09/11/23 15:44:28| INFO binne_sld finished [took 582.2076s]
09/11/23 15:44:28| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 625.7270s]
09/11/23 15:44:28| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
09/11/23 15:47:25| INFO ref finished [took 119.8378s]
09/11/23 15:47:40| INFO atc_mc finished [took 128.8926s]
09/11/23 15:47:47| INFO mulne_sld finished [took 150.4119s]
09/11/23 15:47:49| INFO mul_sld finished [took 194.3796s]
09/11/23 15:47:52| INFO mulmc_sld finished [took 171.0082s]
09/11/23 15:47:55| INFO mulc_sld finished [took 187.6771s]
09/11/23 15:53:49| INFO bin_sld finished [took 558.1815s]
09/11/23 15:54:03| INFO binmc_sld finished [took 549.2081s]
09/11/23 15:54:48| INFO binc_sld finished [took 607.4303s]
09/11/23 15:54:49| INFO binne_sld finished [took 579.8900s]
09/11/23 15:54:49| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 621.1072s]
09/11/23 15:54:49| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
09/11/23 15:57:27| INFO atc_mc finished [took 98.4814s]
09/11/23 15:57:39| INFO ref finished [took 116.1845s]
09/11/23 15:57:45| INFO mulne_sld finished [took 131.9513s]
09/11/23 15:57:50| INFO mulc_sld finished [took 164.1758s]
09/11/23 15:57:57| INFO mulmc_sld finished [took 159.1594s]
09/11/23 15:58:18| INFO mul_sld finished [took 202.3845s]
09/11/23 16:04:34| INFO bin_sld finished [took 581.5608s]
09/11/23 16:04:46| INFO binne_sld finished [took 559.5195s]
09/11/23 16:04:50| INFO binmc_sld finished [took 578.6281s]
09/11/23 16:05:06| INFO binc_sld finished [took 603.6399s]
09/11/23 16:05:06| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 616.7672s]
----------------------------------------------------------------------------------------------------
09/11/23 17:28:34| INFO dataset rcv1_CCAT_9prevs
09/11/23 17:28:43| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
09/11/23 17:30:29| INFO ref finished [took 95.8625s]
09/11/23 17:30:45| INFO atc_mc finished [took 109.6456s]
09/11/23 17:39:51| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01058) [took 661.8436s]
09/11/23 17:41:04| INFO mul_sld_gs finished [took 735.2859s]
09/11/23 17:45:46| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00589) [took 1020.2216s]
09/11/23 17:53:18| INFO bin_sld_gs finished [took 1472.0215s]
09/11/23 17:53:18| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 1475.2589s]
09/11/23 17:53:18| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
09/11/23 17:55:09| INFO ref finished [took 100.9258s]
09/11/23 17:55:27| INFO atc_mc finished [took 116.5978s]
09/11/23 18:03:45| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01419) [took 620.7577s]
09/11/23 18:04:59| INFO mul_sld_gs finished [took 694.6330s]
09/11/23 18:10:44| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00777) [took 1043.1118s]
09/11/23 18:18:16| INFO bin_sld_gs finished [took 1494.8154s]
09/11/23 18:18:16| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 1497.9882s]
09/11/23 18:18:16| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
09/11/23 18:20:12| INFO ref finished [took 105.4018s]
09/11/23 18:20:31| INFO atc_mc finished [took 120.7251s]
09/11/23 18:29:01| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00987) [took 638.0281s]
09/11/23 18:30:11| INFO mul_sld_gs finished [took 708.5835s]
09/11/23 18:36:57| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00791) [took 1117.6261s]
09/11/23 18:44:31| INFO bin_sld_gs finished [took 1571.3746s]
09/11/23 18:44:31| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 1575.1790s]
09/11/23 18:44:31| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
09/11/23 18:46:24| INFO ref finished [took 104.8978s]
09/11/23 18:46:40| INFO atc_mc finished [took 118.3501s]
09/11/23 18:54:58| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01023) [took 622.1779s]
09/11/23 18:56:07| INFO mul_sld_gs finished [took 690.3746s]
09/11/23 19:02:47| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01107) [took 1093.3347s]
09/11/23 19:10:24| INFO bin_sld_gs finished [took 1550.1911s]
09/11/23 19:10:24| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 1552.8093s]
09/11/23 19:10:24| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
09/11/23 19:12:22| INFO ref finished [took 107.1182s]
09/11/23 19:12:42| INFO atc_mc finished [took 122.7207s]
09/11/23 19:20:42| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00601) [took 611.0109s]
09/11/23 19:21:48| INFO mul_sld_gs finished [took 677.3835s]
09/11/23 19:28:40| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00737) [took 1093.1270s]
09/11/23 19:36:14| INFO bin_sld_gs finished [took 1546.3602s]
09/11/23 19:36:14| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 1549.8494s]
09/11/23 19:36:14| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
09/11/23 19:38:10| INFO ref finished [took 107.0910s]
09/11/23 19:38:24| INFO atc_mc finished [took 118.6447s]
09/11/23 19:46:41| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00635) [took 621.3548s]
09/11/23 19:47:46| INFO mul_sld_gs finished [took 686.5983s]
09/11/23 19:53:46| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00570) [took 1049.5084s]
09/11/23 20:01:03| INFO bin_sld_gs finished [took 1486.6617s]
09/11/23 20:01:03| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 1489.6665s]
09/11/23 20:01:03| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
09/11/23 20:03:00| INFO ref finished [took 106.5089s]
09/11/23 20:03:18| INFO atc_mc finished [took 120.7014s]
09/11/23 20:11:14| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01010) [took 603.9170s]
09/11/23 20:12:29| INFO mul_sld_gs finished [took 679.5766s]
09/11/23 20:18:39| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01229) [took 1052.8120s]
09/11/23 20:26:02| INFO bin_sld_gs finished [took 1495.9055s]
09/11/23 20:26:02| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 1498.8836s]
09/11/23 20:26:02| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
09/11/23 20:27:52| INFO ref finished [took 99.2184s]
09/11/23 20:28:11| INFO atc_mc finished [took 114.6102s]
09/11/23 20:36:08| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01845) [took 599.8525s]
09/11/23 20:37:12| INFO mul_sld_gs finished [took 663.0200s]
09/11/23 20:43:21| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00964) [took 1035.9335s]
09/11/23 20:50:57| INFO bin_sld_gs finished [took 1491.1858s]
09/11/23 20:50:57| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 1494.3872s]
09/11/23 20:50:57| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
09/11/23 20:52:44| INFO ref finished [took 97.6631s]
09/11/23 20:53:05| INFO atc_mc finished [took 115.8866s]
09/11/23 21:00:45| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00915) [took 581.9916s]
09/11/23 21:01:44| INFO mul_sld_gs finished [took 641.4659s]
09/11/23 21:08:08| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00688) [took 1027.9305s]
09/11/23 21:15:36| INFO bin_sld_gs finished [took 1476.4334s]
09/11/23 21:15:36| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 1479.7993s]
----------------------------------------------------------------------------------------------------
10/11/23 13:06:41| INFO dataset rcv1_CCAT_9prevs
10/11/23 13:06:47| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
10/11/23 13:06:52| WARNING Method mul_sld failed. Exception: ExtendedCollection.from_lc() got an unexpected keyword argument 'pred_proba'
10/11/23 13:06:56| WARNING Method mul3w_sld failed. Exception: ExtendedCollection.from_lc() got an unexpected keyword argument 'pred_proba'
----------------------------------------------------------------------------------------------------
10/11/23 13:07:50| INFO dataset rcv1_CCAT_9prevs
10/11/23 13:07:55| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
10/11/23 13:09:28| WARNING Method mul_sld failed. Exception: labels ({1, 2}) contain values not included in classes_ ({0})
10/11/23 13:09:29| WARNING Method mul3w_sld failed. Exception: labels ({1, 2}) contain values not included in classes_ ({0})
10/11/23 13:09:46| INFO ref finished [took 88.3729s]
10/11/23 13:09:54| INFO atc_mc finished [took 90.4167s]
10/11/23 13:09:54| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 118.7000s]
10/11/23 13:09:54| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
10/11/23 13:11:25| WARNING Method mul3w_sld failed. Exception: labels ({1, 2}) contain values not included in classes_ ({0})
10/11/23 13:11:26| WARNING Method mul_sld failed. Exception: labels ({1, 2}) contain values not included in classes_ ({0})
----------------------------------------------------------------------------------------------------
10/11/23 13:19:00| INFO dataset rcv1_CCAT_9prevs
10/11/23 13:19:05| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
10/11/23 13:19:10| WARNING Method mul_sld failed. Exception: 'int' object is not iterable
10/11/23 13:19:13| WARNING Method mul3w_sld failed. Exception: 'int' object is not iterable
----------------------------------------------------------------------------------------------------
10/11/23 13:20:12| INFO dataset rcv1_CCAT_9prevs
10/11/23 13:20:17| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
10/11/23 13:21:36| WARNING Method mul_sld failed. Exception: labels ({1, 2}) contain values not included in classes_ ({0})
10/11/23 13:21:39| WARNING Method mul3w_sld failed. Exception: labels ({1, 2}) contain values not included in classes_ ({0, 1})
10/11/23 13:21:54| INFO ref finished [took 77.8358s]
10/11/23 13:22:02| INFO atc_mc finished [took 81.6210s]
10/11/23 13:22:02| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 104.5107s]
10/11/23 13:22:02| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
10/11/23 13:23:31| WARNING Method mul3w_sld failed. Exception: labels ({1, 2}) contain values not included in classes_ ({0, 1})
10/11/23 13:23:31| WARNING Method mul_sld failed. Exception: labels ({1, 2}) contain values not included in classes_ ({0})
10/11/23 13:23:47| INFO ref finished [took 83.8010s]
10/11/23 13:23:55| INFO atc_mc finished [took 82.0180s]
10/11/23 13:23:55| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 113.0759s]
10/11/23 13:23:55| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
10/11/23 13:25:35| WARNING Method mul3w_sld failed. Exception: labels ({1, 2}) contain values not included in classes_ ({0, 1})
10/11/23 13:25:35| WARNING Method mul_sld failed. Exception: labels ({1, 2}) contain values not included in classes_ ({0})
10/11/23 13:25:52| INFO ref finished [took 91.9242s]
10/11/23 13:26:01| INFO atc_mc finished [took 91.0173s]
10/11/23 13:26:01| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 125.8152s]
10/11/23 13:26:01| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
----------------------------------------------------------------------------------------------------
10/11/23 14:35:06| INFO dataset rcv1_CCAT_1prevs
10/11/23 14:35:16| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
10/11/23 14:36:54| WARNING Method mul_sld failed. Exception: labels ({1, 2}) contain values not included in classes_ ({0})
10/11/23 14:37:32| INFO ref finished [took 114.8732s]
----------------------------------------------------------------------------------------------------
10/11/23 14:45:14| INFO dataset rcv1_CCAT_1prevs
10/11/23 14:45:20| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
10/11/23 14:46:56| INFO ref finished [took 77.5985s]
10/11/23 14:47:09| INFO atc_mc finished [took 83.9760s]
10/11/23 14:56:11| WARNING Method mul_sld failed. Exception: labels ({1, 2}) contain values not included in classes_ ({0})
10/11/23 14:56:13| WARNING Method mul3w_sld failed. Exception: labels ({1, 2}) contain values not included in classes_ ({0, 1})
10/11/23 14:56:13| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 652.8237s]
----------------------------------------------------------------------------------------------------
10/11/23 14:56:25| INFO dataset rcv1_CCAT_1prevs
----------------------------------------------------------------------------------------------------
10/11/23 14:56:31| INFO dataset rcv1_CCAT_1prevs
10/11/23 14:56:37| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
10/11/23 14:58:44| INFO ref finished [took 106.4738s]
10/11/23 14:59:09| INFO atc_mc finished [took 117.9679s]
10/11/23 15:16:17| INFO mul3w_sld finished [took 1166.3690s]
----------------------------------------------------------------------------------------------------
10/11/23 15:49:18| INFO dataset rcv1_CCAT_1prevs
10/11/23 15:49:23| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
10/11/23 15:50:15| INFO ref finished [took 44.7880s]
----------------------------------------------------------------------------------------------------
10/11/23 16:24:50| INFO dataset rcv1_CCAT_1prevs
10/11/23 16:24:57| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
----------------------------------------------------------------------------------------------------
10/11/23 16:26:54| INFO dataset rcv1_CCAT_1prevs
10/11/23 16:27:01| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
----------------------------------------------------------------------------------------------------
10/11/23 16:28:15| INFO dataset rcv1_CCAT_1prevs
10/11/23 16:28:22| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
----------------------------------------------------------------------------------------------------
10/11/23 16:29:17| INFO dataset rcv1_CCAT_1prevs
10/11/23 16:29:25| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
10/11/23 16:30:30| INFO ref finished [took 52.9566s]
----------------------------------------------------------------------------------------------------
10/11/23 16:33:04| INFO dataset rcv1_CCAT_1prevs
10/11/23 16:33:11| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
10/11/23 16:34:10| INFO ref finished [took 50.4274s]
10/11/23 16:34:22| INFO mul_sld finished [took 66.6494s]
10/11/23 16:34:22| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 70.8885s]
----------------------------------------------------------------------------------------------------
10/11/23 16:36:29| INFO dataset rcv1_CCAT_9prevs
10/11/23 16:36:34| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
10/11/23 16:37:26| WARNING Method mul3w_sld failed. Exception: index 3 is out of bounds for axis 0 with size 3
10/11/23 16:37:40| INFO ref finished [took 50.7235s]
10/11/23 16:37:47| INFO atc_mc finished [took 54.6993s]
----------------------------------------------------------------------------------------------------
10/11/23 16:45:15| INFO dataset rcv1_CCAT_9prevs
10/11/23 16:45:20| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
10/11/23 16:46:11| WARNING Method mul_sld failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'int'
10/11/23 16:46:12| WARNING Method mul3w_sld failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'int'
10/11/23 16:46:25| INFO ref finished [took 50.7336s]
10/11/23 16:46:33| INFO atc_mc finished [took 54.1424s]
10/11/23 16:46:33| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 72.4632s]
10/11/23 16:46:33| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
10/11/23 16:47:28| WARNING Method mul_sld failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'int'
10/11/23 16:47:29| WARNING Method mul3w_sld failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'int'
----------------------------------------------------------------------------------------------------
10/11/23 16:51:39| INFO dataset rcv1_CCAT_9prevs
10/11/23 16:51:44| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
10/11/23 16:52:50| INFO ref finished [took 51.5277s]
10/11/23 16:52:55| INFO mul3w_sld finished [took 62.7316s]
10/11/23 16:52:58| INFO atc_mc finished [took 55.6057s]
10/11/23 16:53:25| INFO mul_sld finished [took 97.7123s]
10/11/23 16:53:25| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 100.9808s]
10/11/23 16:53:25| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
10/11/23 16:54:36| INFO ref finished [took 55.7445s]
10/11/23 16:54:43| INFO atc_mc finished [took 56.7203s]
10/11/23 16:54:45| INFO mul3w_sld finished [took 71.0450s]
10/11/23 16:54:53| INFO mul_sld finished [took 84.6525s]
10/11/23 16:54:53| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 88.0027s]
10/11/23 16:54:53| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
10/11/23 16:56:06| INFO ref finished [took 54.1395s]
10/11/23 16:56:11| INFO mul3w_sld finished [took 70.1307s]
10/11/23 16:56:13| INFO atc_mc finished [took 57.6850s]
10/11/23 16:56:16| INFO mul_sld finished [took 79.3229s]
10/11/23 16:56:16| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 83.1293s]
10/11/23 16:56:16| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
10/11/23 16:57:25| INFO ref finished [took 53.7706s]
10/11/23 16:57:31| INFO mul3w_sld finished [took 67.0318s]
10/11/23 16:57:32| INFO atc_mc finished [took 57.7642s]
10/11/23 16:57:35| INFO mul_sld finished [took 76.4066s]
10/11/23 16:57:35| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 79.0392s]
10/11/23 16:57:35| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
10/11/23 16:58:46| INFO ref finished [took 53.7141s]
10/11/23 16:58:51| INFO mul3w_sld finished [took 68.1234s]
10/11/23 16:58:53| INFO atc_mc finished [took 57.5702s]
10/11/23 16:58:59| INFO mul_sld finished [took 80.1266s]
10/11/23 16:58:59| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 83.5102s]
10/11/23 16:58:59| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
10/11/23 17:00:08| INFO ref finished [took 54.7955s]
10/11/23 17:00:12| INFO mul3w_sld finished [took 65.3780s]
10/11/23 17:00:16| INFO atc_mc finished [took 58.0304s]
10/11/23 17:00:35| INFO mul_sld finished [took 92.9140s]
10/11/23 17:00:35| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 95.8577s]
10/11/23 17:00:35| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
10/11/23 17:01:48| INFO ref finished [took 56.4922s]
10/11/23 17:01:53| INFO atc_mc finished [took 57.1146s]
10/11/23 17:01:53| INFO mul3w_sld finished [took 70.4300s]
10/11/23 17:02:03| INFO mul_sld finished [took 84.4971s]
10/11/23 17:02:03| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 88.5686s]
10/11/23 17:02:03| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
10/11/23 17:03:17| INFO ref finished [took 55.9443s]
10/11/23 17:03:19| INFO mul3w_sld finished [took 68.1298s]
10/11/23 17:03:21| INFO atc_mc finished [took 55.8708s]
10/11/23 17:03:29| INFO mul_sld finished [took 81.8552s]
10/11/23 17:03:29| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 85.5029s]
10/11/23 17:03:29| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
10/11/23 17:04:36| INFO ref finished [took 52.4327s]
10/11/23 17:04:42| INFO mul3w_sld finished [took 65.1205s]
10/11/23 17:04:44| INFO atc_mc finished [took 56.4258s]
10/11/23 17:05:07| INFO mul_sld finished [took 95.0175s]
10/11/23 17:05:07| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 98.2742s]
----------------------------------------------------------------------------------------------------
10/11/23 17:11:56| INFO dataset rcv1_CCAT_9prevs
10/11/23 17:12:01| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
10/11/23 17:13:39| INFO ref finished [took 70.2028s]
10/11/23 17:13:41| INFO mul3w_sld finished [took 92.9234s]
10/11/23 17:13:43| INFO mul3wc_sld finished [took 81.4985s]
10/11/23 17:13:47| INFO atc_mc finished [took 69.8737s]
10/11/23 17:13:49| INFO mulc_sld finished [took 91.9609s]
10/11/23 17:14:09| INFO mul_sld finished [took 125.3021s]
10/11/23 17:14:09| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 128.4443s]
10/11/23 17:14:09| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
10/11/23 17:15:49| INFO ref finished [took 69.9186s]
10/11/23 17:15:52| INFO mul3w_sld finished [took 94.1565s]
10/11/23 17:15:53| INFO mul3wc_sld finished [took 81.7286s]
10/11/23 17:15:55| INFO atc_mc finished [took 68.0996s]
10/11/23 17:15:59| INFO mulc_sld finished [took 93.4749s]
10/11/23 17:16:02| INFO mul_sld finished [took 109.9866s]
10/11/23 17:16:02| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 113.2243s]
10/11/23 17:16:02| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
10/11/23 17:17:46| INFO ref finished [took 69.7954s]
10/11/23 17:17:49| INFO mul3w_sld finished [took 97.4538s]
10/11/23 17:17:52| INFO atc_mc finished [took 68.3256s]
10/11/23 17:17:53| INFO mul3wc_sld finished [took 84.1359s]
10/11/23 17:17:54| INFO mul_sld finished [took 107.4652s]
10/11/23 17:17:55| INFO mulc_sld finished [took 95.2790s]
10/11/23 17:17:55| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 112.5479s]
10/11/23 17:17:55| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
10/11/23 17:19:33| INFO ref finished [took 69.0242s]
10/11/23 17:19:37| INFO mul3w_sld finished [took 94.6726s]
10/11/23 17:19:39| INFO mul3wc_sld finished [took 83.5757s]
10/11/23 17:19:40| INFO atc_mc finished [took 70.0895s]
10/11/23 17:19:42| INFO mul_sld finished [took 104.3169s]
10/11/23 17:19:45| INFO mulc_sld finished [took 96.4947s]
10/11/23 17:19:45| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 109.8588s]
10/11/23 17:19:45| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
10/11/23 17:21:25| INFO ref finished [took 68.6827s]
10/11/23 17:21:28| INFO mul3w_sld finished [took 95.7660s]
10/11/23 17:21:33| INFO mul3wc_sld finished [took 84.6669s]
10/11/23 17:21:34| INFO atc_mc finished [took 68.2059s]
10/11/23 17:21:38| INFO mul_sld finished [took 109.7998s]
10/11/23 17:21:41| INFO mulc_sld finished [took 100.2322s]
10/11/23 17:21:41| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 116.3329s]
10/11/23 17:21:41| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
10/11/23 17:23:20| INFO ref finished [took 68.4213s]
10/11/23 17:23:21| INFO mul3w_sld finished [took 92.4175s]
10/11/23 17:23:25| INFO mul3wc_sld finished [took 84.2143s]
10/11/23 17:23:28| INFO atc_mc finished [took 70.9748s]
10/11/23 17:23:33| INFO mul_sld finished [took 108.9404s]
10/11/23 17:23:35| INFO mulc_sld finished [took 98.6542s]
10/11/23 17:23:35| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 114.0658s]
10/11/23 17:23:35| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
10/11/23 17:25:15| INFO ref finished [took 67.6212s]
10/11/23 17:25:19| INFO mul3w_sld finished [took 94.4720s]
10/11/23 17:25:23| INFO mul3wc_sld finished [took 84.2353s]
10/11/23 17:25:24| INFO atc_mc finished [took 68.8926s]
10/11/23 17:25:29| INFO mul_sld finished [took 110.0608s]
10/11/23 17:25:31| INFO mulc_sld finished [took 98.8512s]
10/11/23 17:25:31| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 116.1487s]
10/11/23 17:25:31| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
10/11/23 17:27:13| INFO ref finished [took 67.6916s]
10/11/23 17:27:14| INFO mul3wc_sld finished [took 77.9027s]
10/11/23 17:27:16| INFO mul3w_sld finished [took 95.6551s]
10/11/23 17:27:21| INFO atc_mc finished [took 69.1522s]
10/11/23 17:27:25| INFO mul_sld finished [took 110.5946s]
10/11/23 17:27:26| INFO mulc_sld finished [took 97.1366s]
10/11/23 17:27:26| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 115.0205s]
10/11/23 17:27:26| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
10/11/23 17:28:57| INFO ref finished [took 60.3214s]
10/11/23 17:29:05| INFO mul3w_sld finished [took 89.8969s]
10/11/23 17:29:08| INFO mul3wc_sld finished [took 79.4281s]
10/11/23 17:29:09| INFO mulc_sld finished [took 89.2493s]
10/11/23 17:29:10| INFO atc_mc finished [took 69.0056s]
10/11/23 17:29:29| INFO mul_sld finished [took 119.2894s]
10/11/23 17:29:29| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 122.1553s]
----------------------------------------------------------------------------------------------------
10/11/23 17:53:55| INFO dataset rcv1_CCAT_9prevs
10/11/23 17:54:01| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
10/11/23 17:54:04| WARNING Method mul_sld_gs failed. Exception: no combination of hyperparameters seem to work
10/11/23 17:54:06| WARNING Method mul3w_sld_gs failed. Exception: no combination of hyperparameters seem to work
10/11/23 17:54:53| INFO ref finished [took 44.4485s]
10/11/23 17:55:01| INFO atc_mc finished [took 49.8926s]
10/11/23 17:55:01| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 60.0268s]
10/11/23 17:55:01| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
10/11/23 17:55:04| WARNING Method mul_sld_gs failed. Exception: no combination of hyperparameters seem to work
10/11/23 17:55:07| WARNING Method mul3w_sld_gs failed. Exception: no combination of hyperparameters seem to work
10/11/23 17:55:54| INFO ref finished [took 44.7491s]
10/11/23 17:56:02| INFO atc_mc finished [took 49.9022s]
10/11/23 17:56:02| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 60.8386s]
10/11/23 17:56:02| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
10/11/23 17:56:05| WARNING Method mul_sld_gs failed. Exception: no combination of hyperparameters seem to work
10/11/23 17:56:08| WARNING Method mul3w_sld_gs failed. Exception: no combination of hyperparameters seem to work
10/11/23 17:56:56| INFO ref finished [took 45.2058s]
10/11/23 17:57:03| INFO atc_mc finished [took 49.0981s]
10/11/23 17:57:03| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 61.1000s]
10/11/23 17:57:03| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
10/11/23 17:57:05| WARNING Method mul_sld_gs failed. Exception: no combination of hyperparameters seem to work
10/11/23 17:57:08| WARNING Method mul3w_sld_gs failed. Exception: no combination of hyperparameters seem to work
10/11/23 17:57:54| INFO ref finished [took 44.3211s]
10/11/23 17:58:01| INFO atc_mc finished [took 48.9814s]
10/11/23 17:58:01| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 58.0909s]
10/11/23 17:58:01| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
10/11/23 17:58:04| WARNING Method mul_sld_gs failed. Exception: no combination of hyperparameters seem to work
10/11/23 17:58:06| WARNING Method mul3w_sld_gs failed. Exception: no combination of hyperparameters seem to work
10/11/23 17:58:53| INFO ref finished [took 43.7895s]
10/11/23 17:59:01| INFO atc_mc finished [took 49.8161s]
10/11/23 17:59:01| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 60.3531s]
10/11/23 17:59:01| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
10/11/23 17:59:04| WARNING Method mul_sld_gs failed. Exception: no combination of hyperparameters seem to work
10/11/23 17:59:07| WARNING Method mul3w_sld_gs failed. Exception: no combination of hyperparameters seem to work
10/11/23 17:59:53| INFO ref finished [took 43.8473s]
10/11/23 18:00:02| INFO atc_mc finished [took 50.1003s]
10/11/23 18:00:02| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 60.5473s]
10/11/23 18:00:02| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
10/11/23 18:00:05| WARNING Method mul_sld_gs failed. Exception: no combination of hyperparameters seem to work
10/11/23 18:00:08| WARNING Method mul3w_sld_gs failed. Exception: no combination of hyperparameters seem to work
10/11/23 18:00:55| INFO ref finished [took 44.2168s]
10/11/23 18:01:02| INFO atc_mc finished [took 49.0013s]
10/11/23 18:01:02| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 60.5261s]
10/11/23 18:01:02| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
10/11/23 18:01:06| WARNING Method mul_sld_gs failed. Exception: no combination of hyperparameters seem to work
10/11/23 18:01:08| WARNING Method mul3w_sld_gs failed. Exception: no combination of hyperparameters seem to work
10/11/23 18:01:55| INFO ref finished [took 44.0374s]
10/11/23 18:02:02| INFO atc_mc finished [took 49.0107s]
10/11/23 18:02:02| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 60.0171s]
10/11/23 18:02:02| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
10/11/23 18:02:06| WARNING Method mul_sld_gs failed. Exception: no combination of hyperparameters seem to work
10/11/23 18:02:08| WARNING Method mul3w_sld_gs failed. Exception: no combination of hyperparameters seem to work
10/11/23 18:02:55| INFO ref finished [took 44.8341s]
10/11/23 18:03:02| INFO atc_mc finished [took 49.3663s]
10/11/23 18:03:02| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 59.9146s]
----------------------------------------------------------------------------------------------------
10/11/23 18:25:20| INFO dataset rcv1_CCAT_1prevs
10/11/23 18:25:26| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
10/11/23 18:25:33| WARNING Method mul_sld_gs failed. Exception: '>=' not supported between instances of 'AttributeError' and 'int'
----------------------------------------------------------------------------------------------------
10/11/23 18:27:03| INFO dataset rcv1_CCAT_1prevs
10/11/23 18:27:08| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
----------------------------------------------------------------------------------------------------
10/11/23 18:32:33| INFO dataset rcv1_CCAT_1prevs
10/11/23 18:32:38| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
10/11/23 18:32:56| WARNING Method mul_sld_gs failed. Exception: '>=' not supported between instances of 'AssertionError' and 'int'
----------------------------------------------------------------------------------------------------
10/11/23 18:34:35| INFO dataset rcv1_CCAT_1prevs
10/11/23 18:34:40| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
10/11/23 18:36:25| INFO ref finished [took 96.5839s]
10/11/23 18:44:44| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00784) [took 599.7376s]
10/11/23 18:45:34| INFO mul_sld_gs finished [took 649.9561s]
10/11/23 18:45:34| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 654.0138s]
----------------------------------------------------------------------------------------------------
10/11/23 19:09:37| INFO dataset rcv1_CCAT_9prevs
10/11/23 19:09:42| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
10/11/23 19:12:34| INFO ref finished [took 161.2859s]
10/11/23 19:13:10| INFO atc_mc finished [took 195.4184s]
10/11/23 19:23:09| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00980) [took 799.2257s]
10/11/23 19:25:06| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01058) [took 920.3112s]
10/11/23 19:25:20| INFO mul3w_sld_gs finished [took 930.7628s]
10/11/23 19:25:54| INFO mul_sld_gs finished [took 968.7880s]
10/11/23 19:25:54| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 972.0481s]
10/11/23 19:25:54| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
10/11/23 19:29:20| INFO ref finished [took 194.4623s]
10/11/23 19:29:41| INFO atc_mc finished [took 212.3133s]
10/11/23 19:39:18| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01783) [took 796.9196s]
10/11/23 19:41:39| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01419) [took 940.9938s]
10/11/23 19:41:44| INFO mul3w_sld_gs finished [took 942.8448s]
10/11/23 19:42:29| INFO mul_sld_gs finished [took 991.5975s]
10/11/23 19:42:29| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 995.0756s]
10/11/23 19:42:29| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
10/11/23 19:45:53| INFO ref finished [took 192.2438s]
10/11/23 19:46:27| INFO atc_mc finished [took 222.4684s]
10/11/23 19:56:09| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00855) [took 811.9404s]
10/11/23 19:58:17| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00987) [took 944.2852s]
10/11/23 19:58:26| INFO mul3w_sld_gs finished [took 949.1296s]
10/11/23 19:59:09| INFO mul_sld_gs finished [took 995.5734s]
10/11/23 19:59:09| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 999.2987s]
10/11/23 19:59:09| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
10/11/23 20:02:30| INFO ref finished [took 192.8661s]
10/11/23 20:02:59| INFO atc_mc finished [took 217.1095s]
10/11/23 20:12:26| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01004) [took 792.0336s]
10/11/23 20:14:45| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01023) [took 933.3629s]
10/11/23 20:14:49| INFO mul3w_sld_gs finished [took 935.2472s]
10/11/23 20:15:33| INFO mul_sld_gs finished [took 981.2718s]
10/11/23 20:15:33| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 983.8857s]
10/11/23 20:15:33| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
10/11/23 20:18:54| INFO ref finished [took 190.6586s]
10/11/23 20:19:31| INFO atc_mc finished [took 222.0446s]
10/11/23 20:28:53| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00628) [took 794.2257s]
10/11/23 20:31:06| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00601) [took 930.8288s]
10/11/23 20:31:12| INFO mul3w_sld_gs finished [took 932.7508s]
10/11/23 20:31:58| INFO mul_sld_gs finished [took 982.4600s]
10/11/23 20:31:58| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 985.3991s]
10/11/23 20:31:58| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
10/11/23 20:35:16| INFO ref finished [took 187.4145s]
10/11/23 20:35:52| INFO atc_mc finished [took 219.1775s]
10/11/23 20:45:24| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00683) [took 799.7247s]
10/11/23 20:47:38| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00635) [took 936.5460s]
10/11/23 20:47:46| INFO mul3w_sld_gs finished [took 941.6249s]
10/11/23 20:48:28| INFO mul_sld_gs finished [took 987.3566s]
10/11/23 20:48:28| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 990.3392s]
10/11/23 20:48:28| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
10/11/23 20:52:00| INFO ref finished [took 199.2882s]
10/11/23 20:52:27| INFO atc_mc finished [took 221.3995s]
10/11/23 21:01:50| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01112) [took 794.5357s]
10/11/23 21:03:48| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01010) [took 916.6784s]
10/11/23 21:04:04| INFO mul3w_sld_gs finished [took 928.2783s]
10/11/23 21:04:45| INFO mul_sld_gs finished [took 972.9080s]
10/11/23 21:04:45| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 976.3012s]
10/11/23 21:04:45| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
10/11/23 21:07:55| INFO ref finished [took 179.6820s]
10/11/23 21:08:25| INFO atc_mc finished [took 205.4880s]
10/11/23 21:17:51| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01448) [took 778.9722s]
10/11/23 21:20:04| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01845) [took 915.8827s]
10/11/23 21:20:10| INFO mul3w_sld_gs finished [took 917.5008s]
10/11/23 21:20:53| INFO mul_sld_gs finished [took 965.1015s]
10/11/23 21:20:53| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 968.7572s]
10/11/23 21:20:53| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
10/11/23 21:23:59| INFO ref finished [took 175.7336s]
10/11/23 21:24:36| INFO atc_mc finished [took 208.4952s]
10/11/23 21:34:01| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00971) [took 780.9362s]
10/11/23 21:35:59| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00915) [took 902.5701s]
10/11/23 21:36:12| INFO mul3w_sld_gs finished [took 911.8556s]
10/11/23 21:36:47| INFO mul_sld_gs finished [took 950.1102s]
10/11/23 21:36:47| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 953.3643s]
----------------------------------------------------------------------------------------------------
10/11/23 23:35:14| INFO dataset rcv1_CCAT_1prevs
10/11/23 23:35:19| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
10/11/23 23:36:36| INFO ref finished [took 57.4602s]
10/11/23 23:36:41| INFO mul3w_sld finished [took 72.3696s]
10/11/23 23:36:43| INFO atc_mc finished [took 57.1442s]
10/11/23 23:36:48| INFO mul_sld finished [took 84.9653s]
10/11/23 23:36:48| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 88.9861s]
10/11/23 23:36:48| ERROR Evaluation over rcv1_CCAT_1prevs failed. Exception: file must have a 'write' attribute
----------------------------------------------------------------------------------------------------
10/11/23 23:40:17| INFO dataset rcv1_CCAT_1prevs
10/11/23 23:40:23| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
10/11/23 23:41:49| INFO ref finished [took 68.3161s]
10/11/23 23:41:53| INFO mul3w_sld finished [took 80.2113s]
10/11/23 23:41:56| INFO atc_mc finished [took 67.4302s]
10/11/23 23:42:01| INFO mul_sld finished [took 94.1596s]
10/11/23 23:42:01| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 98.1999s]
10/11/23 23:42:01| ERROR Evaluation over rcv1_CCAT_1prevs failed. Exception: write() argument must be str, not bytes
----------------------------------------------------------------------------------------------------
10/11/23 23:46:43| INFO dataset rcv1_CCAT_1prevs
10/11/23 23:46:48| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
10/11/23 23:48:04| INFO ref finished [took 56.6494s]
10/11/23 23:48:10| INFO mul3w_sld finished [took 71.5272s]
10/11/23 23:48:12| INFO atc_mc finished [took 56.8870s]
10/11/23 23:48:15| INFO mul_sld finished [took 83.1487s]
10/11/23 23:48:15| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 86.6542s]
----------------------------------------------------------------------------------------------------
11/11/23 02:18:21| ERROR Evaluation over rcv1_CCAT_3prevs failed. Exception: 'Invalid estimator: estimator mul3w_slds does not exist'
11/11/23 02:18:21| ERROR Failed while saving configuration rcv1_CCAT_debug_gs of rcv1_CCAT_3prevs. Exception: local variable 'dr' referenced before assignment
----------------------------------------------------------------------------------------------------
11/11/23 02:20:09| INFO dataset rcv1_CCAT_3prevs
11/11/23 02:20:15| INFO Dataset sample 0.20 of dataset rcv1_CCAT_3prevs started
11/11/23 02:21:26| INFO ref finished [took 54.1901s]
11/11/23 02:21:33| INFO mul3w_sld finished [took 69.3537s]
11/11/23 02:21:34| INFO atc_mc finished [took 56.0851s]
11/11/23 02:21:37| INFO mul_sld finished [took 78.6476s]
11/11/23 02:21:37| INFO Dataset sample 0.20 of dataset rcv1_CCAT_3prevs finished [took 82.3064s]
11/11/23 02:21:37| INFO Dataset sample 0.50 of dataset rcv1_CCAT_3prevs started
11/11/23 02:22:46| INFO ref finished [took 53.7198s]
11/11/23 02:22:52| INFO mul3w_sld finished [took 67.7595s]
11/11/23 02:22:54| INFO atc_mc finished [took 57.2473s]
11/11/23 02:23:00| INFO mul_sld finished [took 80.1637s]
11/11/23 02:23:00| INFO Dataset sample 0.50 of dataset rcv1_CCAT_3prevs finished [took 83.2895s]
11/11/23 02:23:00| INFO Dataset sample 0.80 of dataset rcv1_CCAT_3prevs started
11/11/23 02:24:11| INFO ref finished [took 53.3185s]
11/11/23 02:24:16| INFO mul3w_sld finished [took 67.0687s]
11/11/23 02:24:19| INFO atc_mc finished [took 56.5244s]
11/11/23 02:24:26| INFO mul_sld finished [took 82.6075s]
11/11/23 02:24:26| INFO Dataset sample 0.80 of dataset rcv1_CCAT_3prevs finished [took 85.5541s]
----------------------------------------------------------------------------------------------------
11/11/23 03:03:37| INFO dataset rcv1_CCAT_9prevs
11/11/23 03:03:42| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
11/11/23 03:04:49| INFO ref finished [took 51.5735s]
11/11/23 03:04:53| INFO mul3w_sld finished [took 62.2816s]
11/11/23 03:04:57| INFO atc_mc finished [took 56.1819s]
11/11/23 03:05:22| INFO mul_sld finished [took 96.8027s]
11/11/23 03:05:22| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 100.0654s]
11/11/23 03:05:22| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
11/11/23 03:06:32| INFO ref finished [took 53.7892s]
11/11/23 03:06:37| INFO mul3w_sld finished [took 66.3243s]
11/11/23 03:06:40| INFO atc_mc finished [took 57.0767s]
11/11/23 03:06:48| INFO mul_sld finished [took 82.1666s]
11/11/23 03:06:48| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 85.6326s]
11/11/23 03:06:48| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
11/11/23 03:07:59| INFO ref finished [took 53.4098s]
11/11/23 03:08:05| INFO mul3w_sld finished [took 67.3941s]
11/11/23 03:08:06| INFO atc_mc finished [took 56.8497s]
11/11/23 03:08:09| INFO mul_sld finished [took 77.4972s]
11/11/23 03:08:09| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 81.1647s]
11/11/23 03:08:09| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
11/11/23 03:09:18| INFO ref finished [took 54.4416s]
11/11/23 03:09:23| INFO mul3w_sld finished [took 67.3565s]
11/11/23 03:09:25| INFO atc_mc finished [took 57.5687s]
11/11/23 03:09:29| INFO mul_sld finished [took 77.1110s]
11/11/23 03:09:29| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 79.8726s]
11/11/23 03:09:29| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
11/11/23 03:10:38| INFO ref finished [took 54.2066s]
11/11/23 03:10:44| INFO mul3w_sld finished [took 66.9062s]
11/11/23 03:10:46| INFO atc_mc finished [took 57.1371s]
11/11/23 03:10:52| INFO mul_sld finished [took 79.7498s]
11/11/23 03:10:52| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 83.1506s]
11/11/23 03:10:52| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
11/11/23 03:11:59| INFO ref finished [took 51.1698s]
11/11/23 03:12:03| INFO mul3w_sld finished [took 63.7260s]
11/11/23 03:12:07| INFO atc_mc finished [took 56.1393s]
11/11/23 03:12:15| INFO mul_sld finished [took 79.3176s]
11/11/23 03:12:15| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 82.4614s]
11/11/23 03:12:15| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
11/11/23 03:13:23| INFO ref finished [took 51.5505s]
11/11/23 03:13:28| INFO mul3w_sld finished [took 64.8809s]
11/11/23 03:13:32| INFO atc_mc finished [took 56.2766s]
11/11/23 03:13:39| INFO mul_sld finished [took 80.9284s]
11/11/23 03:13:39| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 84.2727s]
11/11/23 03:13:39| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
11/11/23 03:14:50| INFO ref finished [took 54.6314s]
11/11/23 03:14:55| INFO mul3w_sld finished [took 67.8281s]
11/11/23 03:14:58| INFO atc_mc finished [took 57.4433s]
11/11/23 03:15:04| INFO mul_sld finished [took 82.1945s]
11/11/23 03:15:04| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 85.5484s]
11/11/23 03:15:04| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
11/11/23 03:16:12| INFO ref finished [took 54.0583s]
11/11/23 03:16:19| INFO mul3w_sld finished [took 65.9654s]
11/11/23 03:16:20| INFO atc_mc finished [took 56.7869s]
11/11/23 03:16:42| INFO mul_sld finished [took 94.5979s]
11/11/23 03:16:42| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 97.8705s]
----------------------------------------------------------------------------------------------------
11/11/23 14:55:30| INFO dataset rcv1_CCAT_9prevs
11/11/23 14:55:35| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
11/11/23 14:56:42| INFO ref finished [took 51.5446s]
11/11/23 14:56:45| INFO mul3w_sld finished [took 61.1724s]
11/11/23 14:56:49| INFO atc_mc finished [took 55.8947s]
11/11/23 14:57:16| INFO mul_sld finished [took 97.5932s]
11/11/23 14:57:16| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 100.9322s]
11/11/23 14:57:16| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
11/11/23 14:58:25| INFO ref finished [took 52.3894s]
11/11/23 14:58:32| INFO mul3w_sld finished [took 66.8082s]
11/11/23 14:58:34| INFO atc_mc finished [took 57.1608s]
11/11/23 14:58:43| INFO mul_sld finished [took 82.8613s]
11/11/23 14:58:43| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 86.2458s]
11/11/23 14:58:43| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
11/11/23 14:59:55| INFO ref finished [took 53.4860s]
11/11/23 15:00:00| INFO mul3w_sld finished [took 68.6692s]
11/11/23 15:00:02| INFO atc_mc finished [took 56.8460s]
11/11/23 15:00:04| INFO mul_sld finished [took 77.8829s]
11/11/23 15:00:04| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 81.6584s]
11/11/23 15:00:04| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
11/11/23 15:01:12| INFO ref finished [took 52.5890s]
11/11/23 15:01:18| INFO mul3w_sld finished [took 66.3191s]
11/11/23 15:01:18| INFO atc_mc finished [took 55.8094s]
11/11/23 15:01:23| INFO mul_sld finished [took 76.2650s]
11/11/23 15:01:23| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 78.8604s]
11/11/23 15:01:23| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
11/11/23 15:02:30| INFO ref finished [took 52.1273s]
11/11/23 15:02:39| INFO mul3w_sld finished [took 67.7736s]
11/11/23 15:02:41| INFO atc_mc finished [took 58.1392s]
11/11/23 15:02:47| INFO mul_sld finished [took 80.6840s]
11/11/23 15:02:47| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 84.0856s]
11/11/23 15:02:47| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
11/11/23 15:03:54| INFO ref finished [took 51.3613s]
11/11/23 15:03:59| INFO mul3w_sld finished [took 64.3562s]
11/11/23 15:04:03| INFO atc_mc finished [took 57.0352s]
11/11/23 15:04:10| INFO mul_sld finished [took 79.8549s]
11/11/23 15:04:10| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 82.9290s]
11/11/23 15:04:10| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
11/11/23 15:05:20| INFO ref finished [took 52.6105s]
11/11/23 15:05:25| INFO mul3w_sld finished [took 66.7591s]
11/11/23 15:05:27| INFO atc_mc finished [took 55.8870s]
11/11/23 15:05:34| INFO mul_sld finished [took 80.9824s]
11/11/23 15:05:34| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 84.2673s]
11/11/23 15:05:34| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
11/11/23 15:06:45| INFO ref finished [took 53.6830s]
11/11/23 15:06:50| INFO mul3w_sld finished [took 67.4974s]
11/11/23 15:06:53| INFO atc_mc finished [took 57.2897s]
11/11/23 15:06:59| INFO mul_sld finished [took 81.3697s]
11/11/23 15:06:59| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 84.7980s]
11/11/23 15:06:59| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
11/11/23 15:08:08| INFO ref finished [took 54.0902s]
11/11/23 15:08:14| INFO mul3w_sld finished [took 66.9136s]
11/11/23 15:08:16| INFO atc_mc finished [took 57.8269s]
11/11/23 15:08:39| INFO mul_sld finished [took 96.4137s]
11/11/23 15:08:39| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 99.5541s]
----------------------------------------------------------------------------------------------------
11/11/23 18:04:49| INFO dataset imdb_9prevs
11/11/23 18:05:00| INFO Dataset sample 0.10 of dataset imdb_9prevs started
11/11/23 18:05:30| INFO ref finished [took 26.1862s]
11/11/23 18:05:37| INFO atc_mc finished [took 32.4255s]
11/11/23 18:05:42| INFO mul3w_sld finished [took 38.9162s]
11/11/23 18:06:19| INFO mul_sld finished [took 76.8053s]
11/11/23 18:06:19| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 79.1732s]
11/11/23 18:06:19| INFO Dataset sample 0.20 of dataset imdb_9prevs started
11/11/23 18:06:51| INFO ref finished [took 27.6356s]
11/11/23 18:06:58| INFO atc_mc finished [took 33.5521s]
11/11/23 18:07:01| INFO mul3w_sld finished [took 38.2698s]
11/11/23 18:07:26| INFO mul_sld finished [took 63.9553s]
11/11/23 18:07:26| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 66.8514s]
11/11/23 18:07:26| INFO Dataset sample 0.30 of dataset imdb_9prevs started
11/11/23 18:08:02| INFO ref finished [took 27.3880s]
11/11/23 18:08:09| INFO atc_mc finished [took 34.5060s]
11/11/23 18:08:12| INFO mul3w_sld finished [took 38.3408s]
11/11/23 18:08:23| INFO mul_sld finished [took 50.5943s]
11/11/23 18:08:23| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 57.8801s]
11/11/23 18:08:23| INFO Dataset sample 0.40 of dataset imdb_9prevs started
11/11/23 18:08:57| INFO ref finished [took 27.9013s]
11/11/23 18:09:03| INFO atc_mc finished [took 33.7677s]
11/11/23 18:09:06| INFO mul3w_sld finished [took 37.6649s]
11/11/23 18:09:18| INFO mul_sld finished [took 51.5975s]
11/11/23 18:09:18| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 54.8989s]
11/11/23 18:09:18| INFO Dataset sample 0.50 of dataset imdb_9prevs started
11/11/23 18:09:53| INFO ref finished [took 28.6798s]
11/11/23 18:10:00| INFO atc_mc finished [took 35.3206s]
11/11/23 18:10:03| INFO mul3w_sld finished [took 38.9082s]
11/11/23 18:10:15| INFO mul_sld finished [took 52.0709s]
11/11/23 18:10:15| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 56.2785s]
11/11/23 18:10:15| INFO Dataset sample 0.60 of dataset imdb_9prevs started
11/11/23 18:10:48| INFO ref finished [took 28.5387s]
11/11/23 18:10:55| INFO atc_mc finished [took 34.9152s]
11/11/23 18:10:58| INFO mul3w_sld finished [took 39.0343s]
11/11/23 18:11:07| INFO mul_sld finished [took 49.9013s]
11/11/23 18:11:07| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 52.8028s]
11/11/23 18:11:07| INFO Dataset sample 0.70 of dataset imdb_9prevs started
11/11/23 18:11:43| INFO ref finished [took 29.2208s]
11/11/23 18:11:50| INFO atc_mc finished [took 36.2494s]
11/11/23 18:11:54| INFO mul3w_sld finished [took 39.4380s]
11/11/23 18:12:02| INFO mul_sld finished [took 50.3782s]
11/11/23 18:12:02| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 54.9711s]
11/11/23 18:12:02| INFO Dataset sample 0.80 of dataset imdb_9prevs started
11/11/23 18:12:37| INFO ref finished [took 28.2535s]
11/11/23 18:12:45| INFO atc_mc finished [took 34.9431s]
11/11/23 18:12:47| INFO mul3w_sld finished [took 38.4049s]
11/11/23 18:12:56| INFO mul_sld finished [took 48.3663s]
11/11/23 18:12:56| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 53.7749s]
11/11/23 18:12:56| INFO Dataset sample 0.90 of dataset imdb_9prevs started
11/11/23 18:13:28| INFO ref finished [took 27.5002s]
11/11/23 18:13:35| INFO atc_mc finished [took 34.2726s]
11/11/23 18:13:41| INFO mul3w_sld finished [took 41.9968s]
11/11/23 18:13:54| INFO mul_sld finished [took 56.7537s]
11/11/23 18:13:54| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 58.1750s]
----------------------------------------------------------------------------------------------------
14/11/23 10:19:57| INFO dataset rcv1_CCAT_9prevs
14/11/23 10:23:23| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
14/11/23 10:24:11| INFO ref finished [took 33.7775s]
14/11/23 10:24:13| INFO mul3w_sld finished [took 41.1206s]
14/11/23 10:24:16| INFO atc_mc finished [took 35.9391s]
14/11/23 10:24:24| INFO mul_sld finished [took 56.7171s]
14/11/23 10:24:24| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 61.0575s]
14/11/23 10:24:24| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
14/11/23 10:25:11| INFO ref finished [took 36.0009s]
14/11/23 10:25:14| INFO mul3w_sld finished [took 43.1616s]
14/11/23 10:25:16| INFO atc_mc finished [took 38.1922s]
14/11/23 10:25:18| INFO mul_sld finished [took 51.2797s]
14/11/23 10:25:18| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 54.0564s]
14/11/23 10:25:18| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
14/11/23 10:26:06| INFO ref finished [took 36.2124s]
14/11/23 10:26:09| INFO mul3w_sld finished [took 44.2468s]
14/11/23 10:26:10| INFO atc_mc finished [took 38.0879s]
14/11/23 10:26:11| INFO mul_sld finished [took 49.8963s]
14/11/23 10:26:11| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 52.9385s]
14/11/23 10:26:11| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
14/11/23 10:26:55| INFO ref finished [took 35.2937s]
14/11/23 10:26:59| INFO mul3w_sld finished [took 43.4896s]
14/11/23 10:27:01| INFO atc_mc finished [took 37.9122s]
14/11/23 10:27:02| INFO mul_sld finished [took 49.6822s]
14/11/23 10:27:02| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 51.4715s]
14/11/23 10:27:02| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
14/11/23 10:27:57| INFO ref finished [took 41.6534s]
14/11/23 10:28:00| INFO mul3w_sld finished [took 50.9864s]
14/11/23 10:28:01| INFO atc_mc finished [took 41.7816s]
14/11/23 10:28:08| INFO mul_sld finished [took 62.3621s]
14/11/23 10:28:08| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 65.6530s]
14/11/23 10:28:08| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
14/11/23 10:29:00| INFO ref finished [took 41.6461s]
14/11/23 10:29:03| INFO mul3w_sld finished [took 47.9558s]
14/11/23 10:29:05| INFO atc_mc finished [took 43.4091s]
14/11/23 10:29:09| INFO mul_sld finished [took 58.5413s]
14/11/23 10:29:09| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 60.9454s]
14/11/23 10:29:09| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
14/11/23 10:29:56| INFO ref finished [took 35.9344s]
14/11/23 10:29:59| INFO mul3w_sld finished [took 42.5935s]
14/11/23 10:30:00| INFO atc_mc finished [took 35.6671s]
14/11/23 10:30:04| INFO mul_sld finished [took 52.3465s]
14/11/23 10:30:04| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 54.9582s]
14/11/23 10:30:04| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
14/11/23 10:30:47| INFO ref finished [took 32.7900s]
14/11/23 10:30:50| INFO mul3w_sld finished [took 40.8869s]
14/11/23 10:30:51| INFO atc_mc finished [took 35.1918s]
14/11/23 10:30:54| INFO mul_sld finished [took 48.2179s]
14/11/23 10:30:54| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 50.7051s]
14/11/23 10:30:54| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
14/11/23 10:31:40| INFO ref finished [took 37.9607s]
14/11/23 10:31:44| INFO mul3w_sld finished [took 44.8392s]
14/11/23 10:31:45| INFO atc_mc finished [took 38.8935s]
14/11/23 10:31:55| INFO mul_sld finished [took 58.2921s]
14/11/23 10:31:55| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 60.6193s]
----------------------------------------------------------------------------------------------------
14/11/23 10:48:56| INFO dataset rcv1_CCAT_9prevs [pool size: 6]
14/11/23 10:49:03| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
14/11/23 10:50:09| INFO ref finished [took 52.4488s]
14/11/23 10:50:13| INFO mul3w_sld finished [took 61.4401s]
14/11/23 10:50:16| INFO atc_mc finished [took 55.5122s]
14/11/23 10:50:44| INFO mul_sld finished [took 96.9739s]
14/11/23 10:50:44| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 100.2168s]
14/11/23 10:50:44| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
14/11/23 10:51:53| INFO ref finished [took 51.8743s]
14/11/23 10:51:58| INFO mul3w_sld finished [took 65.9840s]
14/11/23 10:52:00| INFO atc_mc finished [took 56.0236s]
14/11/23 10:52:08| INFO mul_sld finished [took 80.5319s]
14/11/23 10:52:08| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 83.9911s]
14/11/23 10:52:08| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
14/11/23 10:53:18| INFO ref finished [took 52.9983s]
14/11/23 10:53:23| INFO mul3w_sld finished [took 66.2813s]
14/11/23 10:53:27| INFO mul_sld finished [took 75.7298s]
14/11/23 10:53:27| INFO atc_mc finished [took 57.5290s]
14/11/23 10:53:27| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 79.4572s]
14/11/23 10:53:27| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
14/11/23 10:54:36| INFO ref finished [took 53.6551s]
14/11/23 10:54:42| INFO mul3w_sld finished [took 67.7717s]
14/11/23 10:54:44| INFO atc_mc finished [took 58.2452s]
14/11/23 10:54:47| INFO mul_sld finished [took 77.1280s]
14/11/23 10:54:47| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 79.8159s]
14/11/23 10:54:47| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
14/11/23 10:55:57| INFO ref finished [took 53.0671s]
14/11/23 10:56:02| INFO mul3w_sld finished [took 65.7727s]
14/11/23 10:56:05| INFO atc_mc finished [took 56.9758s]
14/11/23 10:56:09| INFO mul_sld finished [took 78.5383s]
14/11/23 10:56:09| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 82.0972s]
14/11/23 10:56:09| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
14/11/23 10:57:17| INFO ref finished [took 52.6539s]
14/11/23 10:57:22| INFO mul3w_sld finished [took 64.6467s]
14/11/23 10:57:28| INFO atc_mc finished [took 60.6980s]
14/11/23 10:57:32| INFO mul_sld finished [took 79.6543s]
14/11/23 10:57:32| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 82.6942s]
14/11/23 10:57:32| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
14/11/23 10:58:41| INFO ref finished [took 52.3088s]
14/11/23 10:58:46| INFO mul3w_sld finished [took 65.6132s]
14/11/23 10:58:49| INFO atc_mc finished [took 56.5070s]
14/11/23 10:58:56| INFO mul_sld finished [took 80.9730s]
14/11/23 10:58:56| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 84.3301s]
14/11/23 10:58:56| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
14/11/23 11:00:07| INFO ref finished [took 53.8347s]
14/11/23 11:00:15| INFO mul3w_sld finished [took 70.7668s]
14/11/23 11:00:18| INFO atc_mc finished [took 59.7136s]
14/11/23 11:00:22| INFO mul_sld finished [took 81.8963s]
14/11/23 11:00:22| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 85.4119s]
14/11/23 11:00:22| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
14/11/23 11:01:29| INFO ref finished [took 52.4688s]
14/11/23 11:01:35| INFO atc_mc finished [took 54.5078s]
14/11/23 11:01:37| INFO mul3w_sld finished [took 67.0480s]
14/11/23 11:02:02| INFO mul_sld finished [took 96.9095s]
14/11/23 11:02:02| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 100.3294s]
----------------------------------------------------------------------------------------------------
14/11/23 11:13:59| INFO dataset rcv1_CCAT_1prevs [pool size: 6]
14/11/23 11:14:04| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
14/11/23 11:15:53| INFO mul3w_sld finished [took 95.2635s]
14/11/23 11:16:00| INFO mul3wc_sld finished [took 77.4014s]
14/11/23 11:16:05| INFO mul_sld finished [took 112.5286s]
14/11/23 11:16:16| INFO mulc_sld finished [took 99.6355s]
14/11/23 11:17:21| INFO mul3wmc_sld finished [took 69.0500s]
14/11/23 11:17:38| INFO mulmc_sld finished [took 93.9158s]
14/11/23 11:18:49| INFO mul3wne_sld finished [took 65.1529s]
14/11/23 11:18:50| INFO mulne_sld finished [took 85.0707s]
----------------------------------------------------------------------------------------------------
14/11/23 13:24:17| INFO dataset rcv1_CCAT_1prevs [pool size: 6]
14/11/23 13:24:22| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
14/11/23 13:24:56| INFO ref finished [took 29.2725s]
----------------------------------------------------------------------------------------------------
14/11/23 13:45:03| INFO dataset rcv1_CCAT_1prevs [pool size: 6]
14/11/23 13:45:08| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
14/11/23 13:45:43| INFO ref finished [took 28.7856s]
----------------------------------------------------------------------------------------------------
14/11/23 14:34:19| INFO dataset rcv1_CCAT_1prevs [pool size: 6]
14/11/23 14:34:24| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
----------------------------------------------------------------------------------------------------
14/11/23 14:35:02| INFO dataset rcv1_CCAT_1prevs [pool size: 6]
14/11/23 14:35:06| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
14/11/23 14:35:43| INFO ref finished [took 32.5387s]
----------------------------------------------------------------------------------------------------
14/11/23 17:42:38| INFO dataset rcv1_CCAT_1prevs [pool size: 6]
14/11/23 17:42:42| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
14/11/23 17:43:33| INFO ref finished [took 46.5477s]
14/11/23 17:44:45| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00842) [took 120.4016s]
14/11/23 17:45:15| INFO bin_sld_gs finished [took 151.0389s]
14/11/23 17:45:15| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 153.3402s]
----------------------------------------------------------------------------------------------------
14/11/23 17:47:03| INFO dataset rcv1_CCAT_1prevs [pool size: 6]
14/11/23 17:47:08| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
14/11/23 17:48:36| INFO ref finished [took 80.9696s]
14/11/23 17:51:09| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00843) [took 236.5057s]
14/11/23 17:51:59| INFO bin_sld_gs finished [took 287.2511s]
14/11/23 17:51:59| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 291.2278s]
----------------------------------------------------------------------------------------------------
14/11/23 17:55:25| INFO dataset rcv1_CCAT_1prevs [pool size: 6]
14/11/23 17:55:31| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
14/11/23 17:59:01| INFO ref finished [took 182.2461s]
14/11/23 17:59:14| INFO bin_sld finished [took 219.3815s]
14/11/23 17:59:45| INFO mul_sld finished [took 245.4107s]
14/11/23 18:04:50| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00843) [took 545.1706s]
14/11/23 18:07:24| INFO bin_sld_gs finished [took 699.2500s]
14/11/23 18:10:41| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00784) [took 888.9296s]
14/11/23 18:11:32| INFO mul_sld_gs finished [took 939.7703s]
14/11/23 18:11:32| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 961.2148s]
----------------------------------------------------------------------------------------------------
14/11/23 19:01:44| INFO dataset rcv1_CCAT_9prevs [pool size: 6]
14/11/23 19:01:50| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
14/11/23 19:02:30| INFO ref finished [took 62.8948s]
14/11/23 19:02:39| WARNING Method bin_sld failed. Exception: [Errno 32] Broken pipe
14/11/23 19:02:39| WARNING Dataset sample 0.10 of dataset rcv1_CCAT_9prevs failed. Exception: [Errno 32] Broken pipe
14/11/23 19:03:04| INFO ref finished [took 61.0546s]
14/11/23 19:03:10| INFO mul_sld finished [took 106.9317s]
14/11/23 19:03:10| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 113.5282s]
14/11/23 19:03:10| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
14/11/23 19:03:21| INFO atc_mc finished [took 72.3755s]
14/11/23 19:03:26| INFO bin_sld finished [took 92.6645s]
14/11/23 19:03:56| INFO mul_sld finished [took 117.9720s]
14/11/23 19:03:56| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 126.7634s]
14/11/23 19:03:56| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
14/11/23 19:04:29| INFO ref finished [took 64.2118s]
14/11/23 19:04:41| INFO bin_sld finished [took 86.5721s]
14/11/23 19:04:47| INFO mul_sld finished [took 87.2893s]
14/11/23 19:04:47| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 97.5730s]
14/11/23 19:04:47| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
14/11/23 19:05:28| INFO ref finished [took 74.1881s]
14/11/23 19:05:38| INFO bin_sld finished [took 96.5640s]
14/11/23 19:05:45| INFO atc_mc finished [took 82.5089s]
14/11/23 19:05:50| INFO mul_sld finished [took 102.9937s]
14/11/23 19:05:50| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 113.4486s]
14/11/23 19:05:50| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
14/11/23 19:06:19| INFO ref finished [took 70.6959s]
14/11/23 19:06:35| INFO bin_sld finished [took 102.0154s]
14/11/23 19:06:35| INFO mul_sld finished [took 95.4393s]
14/11/23 19:06:35| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 107.5858s]
14/11/23 19:06:35| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
14/11/23 19:07:27| INFO ref finished [took 74.7147s]
14/11/23 19:07:31| INFO bin_sld finished [took 96.6637s]
14/11/23 19:07:36| INFO atc_mc finished [took 81.2520s]
14/11/23 19:07:41| INFO mul_sld finished [took 99.5891s]
14/11/23 19:07:41| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 111.1995s]
14/11/23 19:07:41| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
14/11/23 19:08:14| INFO mul_sld finished [took 91.6290s]
14/11/23 19:08:17| INFO ref finished [took 89.3877s]
14/11/23 19:08:21| INFO bin_sld finished [took 102.8055s]
14/11/23 19:08:21| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 106.3758s]
14/11/23 19:08:21| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
14/11/23 19:09:20| INFO ref finished [took 86.5643s]
14/11/23 19:09:21| INFO atc_mc finished [took 79.2297s]
14/11/23 19:09:25| INFO bin_sld finished [took 100.9769s]
14/11/23 19:09:26| INFO mul_sld finished [took 97.7833s]
14/11/23 19:09:26| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 104.6995s]
14/11/23 19:09:26| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
14/11/23 19:09:54| INFO ref finished [took 74.9119s]
14/11/23 19:10:09| INFO mul_sld finished [took 96.2572s]
14/11/23 19:10:20| INFO bin_sld finished [took 114.0767s]
14/11/23 19:10:20| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 118.7633s]
14/11/23 19:10:20| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
14/11/23 19:10:56| INFO ref finished [took 72.2158s]
14/11/23 19:11:01| INFO bin_sld finished [took 90.7485s]
14/11/23 19:11:05| INFO atc_mc finished [took 78.2709s]
14/11/23 19:11:16| INFO mul_sld finished [took 100.8873s]
14/11/23 19:11:16| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 110.8116s]
14/11/23 19:11:16| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
14/11/23 19:11:52| INFO ref finished [took 73.7993s]
14/11/23 19:12:01| INFO bin_sld finished [took 96.7293s]
14/11/23 19:12:09| INFO mul_sld finished [took 98.4542s]
14/11/23 19:12:09| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 108.9848s]
14/11/23 19:12:09| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
14/11/23 19:12:46| INFO ref finished [took 75.7971s]
14/11/23 19:12:53| INFO bin_sld finished [took 92.4683s]
14/11/23 19:13:00| INFO atc_mc finished [took 85.1024s]
14/11/23 19:13:12| INFO mul_sld finished [took 106.5708s]
14/11/23 19:13:12| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 115.9514s]
14/11/23 19:13:12| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
14/11/23 19:13:34| INFO ref finished [took 64.5123s]
14/11/23 19:13:51| INFO bin_sld finished [took 97.2111s]
14/11/23 19:13:58| INFO mul_sld finished [took 97.7685s]
14/11/23 19:13:58| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 108.9796s]
14/11/23 19:13:58| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
14/11/23 19:14:46| INFO ref finished [took 74.8559s]
14/11/23 19:14:55| INFO atc_mc finished [took 79.5400s]
14/11/23 19:15:04| INFO mul_sld finished [took 100.5167s]
14/11/23 19:15:05| INFO bin_sld finished [took 108.6239s]
14/11/23 19:15:05| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 112.7878s]
14/11/23 19:15:05| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
14/11/23 19:15:27| INFO ref finished [took 70.2807s]
14/11/23 19:15:50| INFO bin_sld finished [took 106.5730s]
14/11/23 19:15:57| INFO mul_sld finished [took 107.4386s]
14/11/23 19:15:57| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 118.9163s]
14/11/23 19:15:57| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
14/11/23 19:16:44| INFO atc_mc finished [took 75.2460s]
14/11/23 19:16:45| INFO ref finished [took 82.0378s]
14/11/23 19:16:53| INFO bin_sld finished [took 103.3235s]
14/11/23 19:16:55| INFO mul_sld finished [took 100.7315s]
14/11/23 19:16:55| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 109.9435s]
14/11/23 19:16:55| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
14/11/23 19:17:41| INFO ref finished [took 87.2553s]
14/11/23 19:17:49| INFO bin_sld finished [took 107.7924s]
14/11/23 19:17:55| INFO mul_sld finished [took 107.3243s]
14/11/23 19:17:55| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 118.3043s]
14/11/23 19:18:11| INFO ref finished [took 61.2118s]
14/11/23 19:18:19| INFO atc_mc finished [took 65.0574s]
14/11/23 19:18:43| INFO mul_sld finished [took 98.6543s]
14/11/23 19:18:44| INFO bin_sld finished [took 105.3526s]
14/11/23 19:18:44| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 109.2322s]
----------------------------------------------------------------------------------------------------
14/11/23 19:26:31| INFO dataset rcv1_CCAT_9prevs [pool size: 6]
14/11/23 19:26:36| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
14/11/23 19:28:20| INFO mul3wc_sld finished [took 92.3747s]
14/11/23 19:28:24| INFO mulc_sld finished [took 100.4775s]
14/11/23 19:28:33| INFO mul3wmc_sld finished [took 85.8181s]
14/11/23 19:28:34| INFO binc_sld finished [took 114.7100s]
14/11/23 19:28:51| INFO mulmc_sld finished [took 108.7790s]
14/11/23 19:28:52| INFO binmc_sld finished [took 115.7372s]
14/11/23 19:33:06| INFO mulne_sld finished [took 276.9628s]
14/11/23 19:33:20| INFO mul3wne_sld finished [took 280.4380s]
14/11/23 19:33:56| INFO binne_sld finished [took 332.4569s]
14/11/23 19:38:19| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00589) [took 573.3959s]
14/11/23 19:39:29| INFO ref finished [took 352.0854s]
14/11/23 19:39:39| INFO kfcv finished [took 382.1024s]
14/11/23 19:40:14| INFO atc_mc finished [took 365.5751s]
14/11/23 19:43:09| INFO bin_sld_gs finished [took 863.6472s]
14/11/23 19:43:51| INFO doc_feat finished [took 239.8335s]
14/11/23 19:44:27| INFO atc_ne finished [took 287.6745s]
14/11/23 19:47:02| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00980) [took 1079.9167s]
14/11/23 19:48:59| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01058) [took 1203.3697s]
14/11/23 19:49:12| INFO mul3w_sld_gs finished [took 1210.2260s]
14/11/23 19:49:47| INFO mul_sld_gs finished [took 1251.9477s]
14/11/23 19:49:47| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 1390.9016s]
14/11/23 19:49:47| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
14/11/23 19:51:36| INFO mul3wc_sld finished [took 96.6506s]
14/11/23 19:51:39| INFO binc_sld finished [took 108.2730s]
14/11/23 19:51:43| INFO mulc_sld finished [took 108.4953s]
14/11/23 19:51:49| INFO mul3wmc_sld finished [took 87.7808s]
14/11/23 19:52:01| INFO binmc_sld finished [took 113.2679s]
14/11/23 19:52:06| INFO mulmc_sld finished [took 110.8055s]
14/11/23 19:57:09| INFO mul3wne_sld finished [took 317.6225s]
14/11/23 19:57:13| INFO binne_sld finished [took 333.0413s]
14/11/23 19:57:37| INFO mulne_sld finished [took 351.3497s]
14/11/23 20:03:42| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00777) [took 699.7427s]
14/11/23 20:03:47| INFO ref finished [took 370.6334s]
14/11/23 20:04:03| INFO kfcv finished [took 401.3191s]
14/11/23 20:04:32| INFO atc_mc finished [took 399.2837s]
14/11/23 20:08:02| INFO doc_feat finished [took 229.6663s]
14/11/23 20:08:45| INFO bin_sld_gs finished [took 1003.1597s]
14/11/23 20:08:51| INFO atc_ne finished [took 293.3607s]
14/11/23 20:10:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01783) [took 1120.0893s]
14/11/23 20:13:07| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01419) [took 1258.1279s]
14/11/23 20:13:13| INFO mul3w_sld_gs finished [took 1259.6078s]
14/11/23 20:13:58| INFO mul_sld_gs finished [took 1309.2212s]
14/11/23 20:13:58| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 1450.4510s]
14/11/23 20:13:58| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
14/11/23 20:15:51| INFO mul3wc_sld finished [took 99.3553s]
14/11/23 20:15:51| INFO binc_sld finished [took 109.2750s]
14/11/23 20:16:01| INFO mulc_sld finished [took 115.4819s]
14/11/23 20:16:01| INFO binmc_sld finished [took 101.2430s]
14/11/23 20:16:04| INFO mul3wmc_sld finished [took 89.6000s]
14/11/23 20:16:12| INFO mulmc_sld finished [took 103.8880s]
14/11/23 20:21:17| INFO mul3wne_sld finished [took 308.5733s]
14/11/23 20:21:19| INFO binne_sld finished [took 324.9019s]
14/11/23 20:21:22| INFO mulne_sld finished [took 321.5647s]
14/11/23 20:28:08| INFO ref finished [took 384.4074s]
14/11/23 20:28:45| INFO kfcv finished [took 436.1888s]
14/11/23 20:29:13| INFO atc_mc finished [took 432.8089s]
14/11/23 20:29:36| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00791) [took 798.4766s]
14/11/23 20:33:05| INFO doc_feat finished [took 244.0242s]
14/11/23 20:33:35| INFO atc_ne finished [took 310.7955s]
14/11/23 20:34:28| INFO bin_sld_gs finished [took 1091.2222s]
14/11/23 20:35:44| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00855) [took 1155.3395s]
14/11/23 20:37:48| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00987) [took 1284.9302s]
14/11/23 20:37:59| INFO mul3w_sld_gs finished [took 1290.5377s]
14/11/23 20:38:39| INFO mul_sld_gs finished [took 1335.1778s]
14/11/23 20:38:39| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 1480.9287s]
14/11/23 20:38:39| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
14/11/23 20:40:23| INFO mul3wc_sld finished [took 94.6599s]
14/11/23 20:40:23| INFO binc_sld finished [took 102.0587s]
14/11/23 20:40:33| INFO mul3wmc_sld finished [took 84.7201s]
14/11/23 20:40:33| INFO binmc_sld finished [took 96.8904s]
14/11/23 20:40:35| INFO mulc_sld finished [took 111.4472s]
14/11/23 20:40:53| INFO mulmc_sld finished [took 109.1562s]
14/11/23 20:45:51| INFO binne_sld finished [took 324.7005s]
14/11/23 20:45:52| INFO mul3wne_sld finished [took 313.2336s]
14/11/23 20:46:07| INFO mulne_sld finished [took 335.4135s]
14/11/23 20:52:52| INFO ref finished [took 398.1704s]
14/11/23 20:52:58| INFO kfcv finished [took 417.6761s]
14/11/23 20:53:36| INFO atc_mc finished [took 429.4704s]
14/11/23 20:54:44| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01107) [took 837.6243s]
14/11/23 20:57:41| INFO doc_feat finished [took 269.3672s]
14/11/23 20:58:30| INFO atc_ne finished [took 327.9274s]
14/11/23 20:59:59| INFO bin_sld_gs finished [took 1152.3067s]
14/11/23 21:00:01| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01004) [took 1142.9176s]
14/11/23 21:02:16| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01023) [took 1281.2276s]
14/11/23 21:02:22| INFO mul3w_sld_gs finished [took 1284.0349s]
14/11/23 21:03:03| INFO mul_sld_gs finished [took 1328.9541s]
14/11/23 21:03:03| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 1464.6965s]
14/11/23 21:03:03| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
14/11/23 21:04:55| INFO binc_sld finished [took 108.5734s]
14/11/23 21:04:55| INFO mul3wc_sld finished [took 99.6567s]
14/11/23 21:05:05| INFO mul3wmc_sld finished [took 86.0588s]
14/11/23 21:05:12| INFO binmc_sld finished [took 107.5432s]
14/11/23 21:05:26| INFO mulc_sld finished [took 135.5975s]
14/11/23 21:05:30| INFO mulmc_sld finished [took 116.7908s]
14/11/23 21:10:00| INFO mul3wne_sld finished [took 287.9286s]
14/11/23 21:10:32| INFO binne_sld finished [took 332.7960s]
14/11/23 21:11:23| INFO mulne_sld finished [took 378.2024s]
14/11/23 21:17:01| INFO kfcv finished [took 407.3015s]
14/11/23 21:17:06| INFO ref finished [took 382.4695s]
14/11/23 21:19:03| INFO atc_mc finished [took 446.8215s]
14/11/23 21:19:42| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00737) [took 858.8275s]
14/11/23 21:22:10| INFO doc_feat finished [took 280.6127s]
14/11/23 21:22:59| INFO atc_ne finished [took 343.6955s]
14/11/23 21:24:47| INFO bin_sld_gs finished [took 1163.7924s]
14/11/23 21:24:58| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00628) [took 1161.4324s]
14/11/23 21:27:08| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00601) [took 1297.9378s]
14/11/23 21:27:15| INFO mul3w_sld_gs finished [took 1299.2080s]
14/11/23 21:27:58| INFO mul_sld_gs finished [took 1348.5513s]
14/11/23 21:27:58| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 1494.9074s]
14/11/23 21:27:58| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
14/11/23 21:29:43| INFO mul3wc_sld finished [took 93.8390s]
14/11/23 21:29:44| INFO binc_sld finished [took 102.2190s]
14/11/23 21:29:57| INFO mul3wmc_sld finished [took 86.4636s]
14/11/23 21:30:01| INFO binmc_sld finished [took 104.3854s]
14/11/23 21:30:18| INFO mulc_sld finished [took 133.5627s]
14/11/23 21:30:22| INFO mulmc_sld finished [took 116.7632s]
14/11/23 21:34:55| INFO binne_sld finished [took 308.7808s]
14/11/23 21:35:22| INFO mul3wne_sld finished [took 317.7170s]
14/11/23 21:35:50| INFO mulne_sld finished [took 357.6758s]
14/11/23 21:41:47| INFO kfcv finished [took 399.1353s]
14/11/23 21:42:06| INFO ref finished [took 390.7932s]
14/11/23 21:43:18| INFO atc_mc finished [took 434.1773s]
14/11/23 21:43:52| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00570) [took 821.2461s]
14/11/23 21:46:49| INFO doc_feat finished [took 270.4518s]
14/11/23 21:47:27| INFO atc_ne finished [took 328.7662s]
14/11/23 21:48:39| INFO bin_sld_gs finished [took 1109.0259s]
14/11/23 21:49:24| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00683) [took 1135.9383s]
14/11/23 21:51:39| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00635) [took 1277.5504s]
14/11/23 21:51:48| INFO mul3w_sld_gs finished [took 1280.0475s]
14/11/23 21:52:30| INFO mul_sld_gs finished [took 1327.6769s]
14/11/23 21:52:30| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 1471.2217s]
14/11/23 21:52:30| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
14/11/23 21:54:20| INFO mul3wc_sld finished [took 98.2355s]
14/11/23 21:54:27| INFO binc_sld finished [took 114.3731s]
14/11/23 21:54:28| INFO mul3wmc_sld finished [took 83.7334s]
14/11/23 21:54:39| INFO binmc_sld finished [took 108.3863s]
14/11/23 21:54:42| INFO mulc_sld finished [took 125.8758s]
14/11/23 21:54:56| INFO mulmc_sld finished [took 117.2747s]
14/11/23 21:59:35| INFO mul3wne_sld finished [took 298.2106s]
14/11/23 21:59:58| INFO binne_sld finished [took 333.8597s]
14/11/23 22:00:56| INFO mulne_sld finished [took 384.0404s]
14/11/23 22:07:00| INFO kfcv finished [took 433.6072s]
14/11/23 22:07:22| INFO ref finished [took 426.3478s]
14/11/23 22:07:47| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01229) [took 776.4638s]
14/11/23 22:08:26| INFO atc_mc finished [took 435.5272s]
14/11/23 22:11:43| INFO doc_feat finished [took 245.7887s]
14/11/23 22:12:26| INFO atc_ne finished [took 310.0193s]
14/11/23 22:13:00| INFO bin_sld_gs finished [took 1089.6057s]
14/11/23 22:13:53| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01112) [took 1131.5548s]
14/11/23 22:16:00| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01010) [took 1264.6121s]
14/11/23 22:16:09| INFO mul3w_sld_gs finished [took 1268.0650s]
14/11/23 22:16:56| INFO mul_sld_gs finished [took 1320.9599s]
14/11/23 22:16:56| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 1466.3731s]
14/11/23 22:16:56| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
14/11/23 22:18:46| INFO mul3wc_sld finished [took 97.6416s]
14/11/23 22:18:54| INFO mul3wmc_sld finished [took 82.3008s]
14/11/23 22:18:55| INFO mulc_sld finished [took 111.4751s]
14/11/23 22:19:04| INFO binc_sld finished [took 124.5108s]
14/11/23 22:19:19| INFO mulmc_sld finished [took 113.0243s]
14/11/23 22:19:28| INFO binmc_sld finished [took 130.6370s]
14/11/23 22:23:46| INFO mul3wne_sld finished [took 281.8430s]
14/11/23 22:24:41| INFO mulne_sld finished [took 342.5610s]
14/11/23 22:24:49| INFO binne_sld finished [took 358.8204s]
14/11/23 22:30:39| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00964) [took 684.7556s]
14/11/23 22:30:45| INFO kfcv finished [took 402.3518s]
14/11/23 22:31:05| INFO ref finished [took 369.5388s]
14/11/23 22:31:56| INFO atc_mc finished [took 406.8730s]
14/11/23 22:35:08| INFO doc_feat finished [took 233.2618s]
14/11/23 22:35:51| INFO atc_ne finished [took 295.6867s]
14/11/23 22:36:09| INFO bin_sld_gs finished [took 1014.4266s]
14/11/23 22:37:40| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01448) [took 1086.3038s]
14/11/23 22:39:49| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01845) [took 1225.5406s]
14/11/23 22:39:58| INFO mul3w_sld_gs finished [took 1224.0842s]
14/11/23 22:40:39| INFO mul_sld_gs finished [took 1274.9578s]
14/11/23 22:40:39| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 1422.8807s]
14/11/23 22:40:39| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
14/11/23 22:42:23| INFO mul3wc_sld finished [took 93.5814s]
14/11/23 22:42:27| INFO mulc_sld finished [took 102.4895s]
14/11/23 22:42:33| INFO mul3wmc_sld finished [took 82.3897s]
14/11/23 22:42:42| INFO mulmc_sld finished [took 96.0158s]
14/11/23 22:43:02| INFO binc_sld finished [took 139.9529s]
14/11/23 22:43:17| INFO binmc_sld finished [took 139.9538s]
14/11/23 22:46:47| INFO mul3wne_sld finished [took 248.1434s]
14/11/23 22:47:19| INFO mulne_sld finished [took 285.8942s]
14/11/23 22:48:38| INFO binne_sld finished [took 370.3696s]
14/11/23 22:52:59| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00688) [took 609.1783s]
14/11/23 22:53:28| INFO ref finished [took 358.0507s]
14/11/23 22:53:34| INFO kfcv finished [took 393.6008s]
14/11/23 22:55:07| INFO atc_mc finished [took 375.6329s]
14/11/23 22:57:43| INFO bin_sld_gs finished [took 893.1808s]
14/11/23 22:57:52| INFO doc_feat finished [took 243.9139s]
14/11/23 22:58:32| INFO atc_ne finished [took 293.7785s]
14/11/23 23:01:07| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00971) [took 1061.6503s]
14/11/23 23:02:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00915) [took 1186.1492s]
14/11/23 23:03:12| INFO mul3w_sld_gs finished [took 1186.4216s]
14/11/23 23:03:42| INFO mul_sld_gs finished [took 1234.0582s]
14/11/23 23:03:42| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 1382.7812s]
----------------------------------------------------------------------------------------------------
15/11/23 04:09:36| INFO dataset rcv1_CCAT_9prevs [pool size: 6]
15/11/23 04:09:42| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
15/11/23 04:11:22| INFO mul3w_sld finished [took 88.7088s]
15/11/23 04:11:32| INFO mulc_sld finished [took 85.9098s]
15/11/23 04:11:33| INFO mul3wc_sld finished [took 82.6034s]
15/11/23 04:11:43| INFO bin_sld finished [took 117.9042s]
15/11/23 04:11:51| INFO binc_sld finished [took 111.6971s]
15/11/23 04:12:25| INFO mul_sld finished [took 157.1144s]
15/11/23 04:13:17| INFO mul3wmc_sld finished [took 95.0918s]
15/11/23 04:13:20| INFO binmc_sld finished [took 114.8857s]
15/11/23 04:13:25| INFO mulmc_sld finished [took 109.3353s]
15/11/23 04:13:27| INFO mulne_sld finished [took 88.7479s]
15/11/23 04:13:50| INFO binne_sld finished [took 117.2911s]
15/11/23 04:14:08| INFO mul3wne_sld finished [took 99.1483s]
15/11/23 04:16:42| INFO kfcv finished [took 188.9529s]
15/11/23 04:17:01| INFO ref finished [took 186.6000s]
15/11/23 04:17:51| INFO atc_mc finished [took 217.5788s]
15/11/23 04:20:59| INFO doc_feat finished [took 233.7094s]
15/11/23 04:21:28| INFO atc_ne finished [took 278.6711s]
15/11/23 04:37:48| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00589) [took 1468.5171s]
15/11/23 04:42:14| INFO bin_sld_gs finished [took 1733.6356s]
15/11/23 05:01:10| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf']} (score=0.00646) [took 2860.2896s]
15/11/23 05:03:36| INFO mul3w_sld_gs finished [took 3006.3117s]
15/11/23 05:06:56| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf']} (score=0.00644) [took 3210.7878s]
15/11/23 05:07:44| INFO mul_sld_gs finished [took 3259.2936s]
15/11/23 05:07:44| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 3482.4827s]
15/11/23 05:07:44| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
15/11/23 05:09:32| INFO mul3w_sld finished [took 95.2699s]
15/11/23 05:09:40| INFO bin_sld finished [took 112.0420s]
15/11/23 05:09:43| INFO mul3wc_sld finished [took 86.1229s]
15/11/23 05:09:51| INFO mulc_sld finished [took 99.5516s]
15/11/23 05:09:53| INFO binc_sld finished [took 108.5802s]
15/11/23 05:10:07| INFO mul_sld finished [took 135.6335s]
15/11/23 05:11:29| INFO mul3wmc_sld finished [took 99.5333s]
15/11/23 05:11:29| INFO binmc_sld finished [took 113.4717s]
15/11/23 05:11:32| INFO mulmc_sld finished [took 108.1948s]
15/11/23 05:11:38| INFO mul3wne_sld finished [took 84.2389s]
15/11/23 05:11:49| INFO binne_sld finished [took 106.8129s]
15/11/23 05:11:53| INFO mulne_sld finished [took 105.1547s]
15/11/23 05:15:20| INFO kfcv finished [took 215.0308s]
15/11/23 05:15:31| INFO ref finished [took 214.0900s]
15/11/23 05:15:54| INFO atc_mc finished [took 231.2363s]
15/11/23 05:19:40| INFO doc_feat finished [took 239.3871s]
15/11/23 05:20:33| INFO atc_ne finished [took 302.1281s]
15/11/23 05:40:39| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00768) [took 1745.7769s]
15/11/23 05:45:27| INFO bin_sld_gs finished [took 2033.7795s]
15/11/23 06:00:48| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.01546) [took 2947.0565s]
15/11/23 06:03:19| INFO mul3w_sld_gs finished [took 3098.2737s]
15/11/23 06:07:06| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.01392) [took 3328.3200s]
15/11/23 06:07:55| INFO mul_sld_gs finished [took 3377.9962s]
15/11/23 06:07:55| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 3611.1710s]
15/11/23 06:07:55| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
15/11/23 06:09:47| INFO bin_sld finished [took 108.5232s]
15/11/23 06:09:47| INFO mul3w_sld finished [took 98.3871s]
15/11/23 06:09:57| INFO mul_sld finished [took 114.3858s]
15/11/23 06:10:01| INFO binc_sld finished [took 103.0382s]
15/11/23 06:10:02| INFO mul3wc_sld finished [took 92.2713s]
15/11/23 06:10:18| INFO mulc_sld finished [took 114.9183s]
15/11/23 06:11:45| INFO mul3wmc_sld finished [took 100.2997s]
15/11/23 06:11:45| INFO binmc_sld finished [took 113.0942s]
15/11/23 06:11:49| INFO mulmc_sld finished [took 111.7305s]
15/11/23 06:11:52| INFO mul3wne_sld finished [took 85.1683s]
15/11/23 06:11:56| INFO binne_sld finished [took 101.2432s]
15/11/23 06:12:06| INFO mulne_sld finished [took 103.3024s]
15/11/23 06:15:34| INFO ref finished [took 204.4876s]
15/11/23 06:15:36| INFO kfcv finished [took 214.3952s]
15/11/23 06:16:07| INFO atc_mc finished [took 229.1752s]
15/11/23 06:19:49| INFO doc_feat finished [took 234.5028s]
15/11/23 06:20:36| INFO atc_ne finished [took 292.6994s]
15/11/23 06:45:14| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00782) [took 2004.9336s]
15/11/23 06:49:09| INFO bin_sld_gs finished [took 2240.1254s]
15/11/23 06:58:59| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00842) [took 2821.0408s]
15/11/23 07:01:12| INFO mul3w_sld_gs finished [took 2954.0182s]
15/11/23 07:04:14| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00913) [took 3140.5123s]
15/11/23 07:05:03| INFO mul_sld_gs finished [took 3190.0225s]
15/11/23 07:05:03| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 3428.1935s]
15/11/23 07:05:03| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
15/11/23 07:06:51| INFO mul3w_sld finished [took 97.2198s]
15/11/23 07:06:51| INFO bin_sld finished [took 105.0070s]
15/11/23 07:07:00| INFO mul3wc_sld finished [took 87.5219s]
15/11/23 07:07:02| INFO binc_sld finished [took 99.6789s]
15/11/23 07:07:03| INFO mul_sld finished [took 114.4032s]
15/11/23 07:07:21| INFO mulc_sld finished [took 112.9915s]
15/11/23 07:08:43| INFO mul3wmc_sld finished [took 96.6306s]
15/11/23 07:08:43| INFO binmc_sld finished [took 109.2675s]
15/11/23 07:08:49| INFO mulmc_sld finished [took 110.4332s]
15/11/23 07:08:53| INFO mul3wne_sld finished [took 86.4177s]
15/11/23 07:08:55| INFO binne_sld finished [took 102.8294s]
15/11/23 07:09:08| INFO mulne_sld finished [took 108.4970s]
15/11/23 07:12:07| INFO ref finished [took 183.8496s]
15/11/23 07:12:10| INFO kfcv finished [took 193.2444s]
15/11/23 07:12:44| INFO atc_mc finished [took 212.0704s]
15/11/23 07:16:05| INFO doc_feat finished [took 224.3999s]
15/11/23 07:16:57| INFO atc_ne finished [took 284.3214s]
15/11/23 07:43:39| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01107) [took 2093.3644s]
15/11/23 07:48:41| INFO bin_sld_gs finished [took 2395.2270s]
15/11/23 07:59:26| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01004) [took 3032.5675s]
15/11/23 08:01:49| INFO mul3w_sld_gs finished [took 3175.9059s]
15/11/23 08:05:57| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01023) [took 3427.9091s]
15/11/23 08:06:45| INFO mul_sld_gs finished [took 3476.0947s]
15/11/23 08:06:45| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 3701.6275s]
15/11/23 08:06:45| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
15/11/23 08:08:35| INFO mul3w_sld finished [took 97.5756s]
15/11/23 08:08:40| INFO bin_sld finished [took 112.1406s]
15/11/23 08:08:46| INFO mul_sld finished [took 112.9392s]
15/11/23 08:08:48| INFO mul3wc_sld finished [took 90.8200s]
15/11/23 08:08:49| INFO binc_sld finished [took 103.4855s]
15/11/23 08:09:13| INFO mulc_sld finished [took 120.6758s]
15/11/23 08:10:30| INFO mul3wmc_sld finished [took 97.3327s]
15/11/23 08:10:30| INFO binmc_sld finished [took 110.6134s]
15/11/23 08:10:40| INFO binne_sld finished [took 100.3092s]
15/11/23 08:10:42| INFO mulmc_sld finished [took 115.8021s]
15/11/23 08:10:42| INFO mul3wne_sld finished [took 81.8762s]
15/11/23 08:11:02| INFO mulne_sld finished [took 115.2696s]
15/11/23 08:14:16| INFO ref finished [took 198.5631s]
15/11/23 08:14:19| INFO kfcv finished [took 208.6101s]
15/11/23 08:14:51| INFO atc_mc finished [took 221.8101s]
15/11/23 08:18:33| INFO doc_feat finished [took 239.9441s]
15/11/23 08:19:29| INFO atc_ne finished [took 304.1815s]
15/11/23 08:45:34| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00653) [took 2100.3676s]
15/11/23 08:50:08| INFO bin_sld_gs finished [took 2374.1135s]
15/11/23 09:01:17| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00628) [took 3031.7283s]
15/11/23 09:03:48| INFO mul3w_sld_gs finished [took 3182.7798s]
15/11/23 09:07:31| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00572) [took 3412.7180s]
15/11/23 09:08:21| INFO mul_sld_gs finished [took 3463.0379s]
15/11/23 09:08:21| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 3696.0639s]
15/11/23 09:08:21| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
15/11/23 09:10:07| INFO mul3w_sld finished [took 94.7023s]
15/11/23 09:10:13| INFO bin_sld finished [took 108.8303s]
15/11/23 09:10:15| INFO mul3wc_sld finished [took 83.2103s]
15/11/23 09:10:25| INFO binc_sld finished [took 104.6440s]
15/11/23 09:10:39| INFO mul_sld finished [took 130.7224s]
15/11/23 09:10:45| INFO mulc_sld finished [took 118.3404s]
15/11/23 09:12:02| INFO binmc_sld finished [took 111.0720s]
15/11/23 09:12:02| INFO mul3wmc_sld finished [took 99.4223s]
15/11/23 09:12:16| INFO binne_sld finished [took 103.0191s]
15/11/23 09:12:18| INFO mulmc_sld finished [took 121.1474s]
15/11/23 09:12:19| INFO mul3wne_sld finished [took 87.9220s]
15/11/23 09:12:47| INFO mulne_sld finished [took 124.4554s]
15/11/23 09:15:56| INFO ref finished [took 201.4576s]
15/11/23 09:16:00| INFO kfcv finished [took 214.6799s]
15/11/23 09:16:51| INFO atc_mc finished [took 234.5041s]
15/11/23 09:20:24| INFO doc_feat finished [took 251.4989s]
15/11/23 09:21:32| INFO atc_ne finished [took 330.0316s]
15/11/23 09:46:36| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['entropy']} (score=0.00545) [took 2071.0225s]
15/11/23 09:51:05| INFO bin_sld_gs finished [took 2340.1339s]
15/11/23 10:02:11| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00683) [took 2990.3765s]
15/11/23 10:04:44| INFO mul3w_sld_gs finished [took 3143.3587s]
15/11/23 10:08:32| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf']} (score=0.00632) [took 3383.0715s]
15/11/23 10:09:22| INFO mul_sld_gs finished [took 3433.3077s]
15/11/23 10:09:22| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 3660.8700s]
15/11/23 10:09:22| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
15/11/23 10:11:13| INFO mul3w_sld finished [took 97.8066s]
15/11/23 10:11:22| INFO mul3wc_sld finished [took 85.1817s]
15/11/23 10:11:23| INFO bin_sld finished [took 117.3856s]
15/11/23 10:11:36| INFO mul_sld finished [took 126.6567s]
15/11/23 10:11:37| INFO binc_sld finished [took 114.3416s]
15/11/23 10:11:50| INFO mulc_sld finished [took 120.0792s]
15/11/23 10:13:11| INFO mul3wmc_sld finished [took 99.5610s]
15/11/23 10:13:15| INFO binmc_sld finished [took 117.2023s]
15/11/23 10:13:24| INFO mul3wne_sld finished [took 86.9684s]
15/11/23 10:13:27| INFO mulmc_sld finished [took 121.0056s]
15/11/23 10:13:47| INFO binne_sld finished [took 121.4703s]
15/11/23 10:13:50| INFO mulne_sld finished [took 120.2871s]
15/11/23 10:17:18| INFO kfcv finished [took 223.9378s]
15/11/23 10:17:25| INFO ref finished [took 211.1518s]
15/11/23 10:18:01| INFO atc_mc finished [took 239.7622s]
15/11/23 10:21:37| INFO doc_feat finished [took 241.2226s]
15/11/23 10:22:45| INFO atc_ne finished [took 315.9710s]
15/11/23 10:46:19| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01229) [took 1984.0491s]
15/11/23 10:51:04| INFO bin_sld_gs finished [took 2269.6145s]
15/11/23 11:03:20| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf']} (score=0.01075) [took 2991.1006s]
15/11/23 11:05:50| INFO mul3w_sld_gs finished [took 3141.4667s]
15/11/23 11:09:14| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00765) [took 3353.9196s]
15/11/23 11:10:06| INFO mul_sld_gs finished [took 3406.0194s]
15/11/23 11:10:06| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 3643.7925s]
15/11/23 11:10:06| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
15/11/23 11:11:55| INFO mul3w_sld finished [took 97.3529s]
15/11/23 11:12:04| INFO mul3wc_sld finished [took 83.6839s]
15/11/23 11:12:09| INFO mul_sld finished [took 116.4522s]
15/11/23 11:12:27| INFO mulc_sld finished [took 112.8964s]
15/11/23 11:12:27| INFO bin_sld finished [took 138.0403s]
15/11/23 11:12:36| INFO binc_sld finished [took 128.2516s]
15/11/23 11:13:52| INFO mul3wmc_sld finished [took 95.1805s]
15/11/23 11:14:04| INFO binmc_sld finished [took 123.8704s]
15/11/23 11:14:05| INFO mulmc_sld finished [took 116.3404s]
15/11/23 11:14:05| INFO mul3wne_sld finished [took 82.2907s]
15/11/23 11:14:25| INFO mulne_sld finished [took 108.4966s]
15/11/23 11:14:43| INFO binne_sld finished [took 132.0226s]
15/11/23 11:17:39| INFO kfcv finished [took 202.2084s]
15/11/23 11:17:49| INFO ref finished [took 195.5469s]
15/11/23 11:18:43| INFO atc_mc finished [took 228.9629s]
15/11/23 11:21:52| INFO doc_feat finished [took 233.8964s]
15/11/23 11:22:53| INFO atc_ne finished [took 304.7668s]
15/11/23 11:43:31| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['entropy']} (score=0.00894) [took 1774.3149s]
15/11/23 11:49:44| INFO bin_sld_gs finished [took 2147.2786s]
15/11/23 12:02:32| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.01116) [took 2900.2367s]
15/11/23 12:05:13| INFO mul3w_sld_gs finished [took 3061.0453s]
15/11/23 12:08:39| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.01595) [took 3271.9846s]
15/11/23 12:09:30| INFO mul_sld_gs finished [took 3322.2576s]
15/11/23 12:09:30| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 3563.8652s]
15/11/23 12:09:30| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
15/11/23 12:11:15| INFO mul3w_sld finished [took 93.4086s]
15/11/23 12:11:22| INFO mul3wc_sld finished [took 82.2547s]
15/11/23 12:11:26| INFO mulc_sld finished [took 91.6249s]
15/11/23 12:11:49| INFO bin_sld finished [took 136.0271s]
15/11/23 12:11:59| INFO binc_sld finished [took 130.9645s]
15/11/23 12:12:00| INFO mul_sld finished [took 143.5693s]
15/11/23 12:13:05| INFO mul3wmc_sld finished [took 92.8853s]
15/11/23 12:13:07| INFO mulmc_sld finished [took 101.3403s]
15/11/23 12:13:30| INFO binmc_sld finished [took 130.9471s]
15/11/23 12:13:40| INFO mul3wne_sld finished [took 92.3468s]
15/11/23 12:14:02| INFO mulne_sld finished [took 119.4438s]
15/11/23 12:14:39| INFO binne_sld finished [took 166.4648s]
15/11/23 12:17:32| INFO kfcv finished [took 222.7909s]
15/11/23 12:17:32| INFO ref finished [took 202.4387s]
15/11/23 12:18:45| INFO atc_mc finished [took 237.6597s]
15/11/23 12:21:43| INFO doc_feat finished [took 233.6943s]
15/11/23 12:22:38| INFO atc_ne finished [took 295.3503s]
15/11/23 12:40:01| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['entropy']} (score=0.00604) [took 1611.8802s]
15/11/23 12:44:27| INFO bin_sld_gs finished [took 1877.6335s]
15/11/23 13:00:33| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf']} (score=0.00830) [took 2816.9939s]
15/11/23 13:03:06| INFO mul3w_sld_gs finished [took 2970.1184s]
15/11/23 13:05:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf']} (score=0.00808) [took 3160.5303s]
15/11/23 13:06:41| INFO mul_sld_gs finished [took 3207.3902s]
15/11/23 13:06:41| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 3431.3826s]
----------------------------------------------------------------------------------------------------
16/11/23 01:41:52| INFO dataset imdb_9prevs [pool size: 6]
16/11/23 01:42:02| INFO Dataset sample 0.10 of dataset imdb_9prevs started
16/11/23 01:43:05| INFO mul3wc_sld finished [took 52.0536s]
16/11/23 01:43:09| INFO mul3w_sld finished [took 60.9362s]
16/11/23 01:43:10| INFO mulc_sld finished [took 59.0440s]
16/11/23 01:43:43| INFO bin_sld finished [took 98.1298s]
16/11/23 01:43:46| INFO binc_sld finished [took 96.5629s]
16/11/23 01:44:03| INFO mul3wmc_sld finished [took 50.6276s]
16/11/23 01:44:16| INFO mulmc_sld finished [took 63.4763s]
16/11/23 01:44:21| INFO mul_sld finished [took 134.7989s]
16/11/23 01:44:41| INFO mulne_sld finished [took 52.4496s]
16/11/23 01:44:44| INFO binmc_sld finished [took 97.5368s]
16/11/23 01:44:49| WARNING Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
16/11/23 01:44:59| INFO mul3wne_sld finished [took 54.6499s]
16/11/23 01:45:35| INFO ref finished [took 42.5397s]
16/11/23 01:45:38| INFO binne_sld finished [took 112.7650s]
16/11/23 01:45:45| INFO kfcv finished [took 56.9711s]
16/11/23 01:46:14| INFO atc_mc finished [took 72.1811s]
16/11/23 01:46:19| INFO doc_feat finished [took 36.3270s]
16/11/23 01:46:48| INFO atc_ne finished [took 69.8183s]
16/11/23 02:24:40| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf']} (score=0.00903) [took 2395.9946s]
16/11/23 02:25:41| INFO mul3w_sld_gs finished [took 2456.7601s]
16/11/23 02:28:06| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.02849) [took 2621.9346s]
16/11/23 02:28:29| INFO mul_sld_gs finished [took 2645.3250s]
16/11/23 02:28:29| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 2786.5917s]
16/11/23 02:28:29| INFO Dataset sample 0.20 of dataset imdb_9prevs started
16/11/23 02:29:35| INFO mul3w_sld finished [took 59.4041s]
16/11/23 02:29:37| INFO mul3wc_sld finished [took 55.5888s]
16/11/23 02:30:08| INFO mulc_sld finished [took 88.5847s]
16/11/23 02:30:14| INFO binc_sld finished [took 95.6538s]
16/11/23 02:30:19| INFO bin_sld finished [took 108.7983s]
16/11/23 02:30:33| INFO mul_sld finished [took 117.5645s]
16/11/23 02:31:05| INFO mulmc_sld finished [took 85.6571s]
16/11/23 02:31:08| INFO mul3wmc_sld finished [took 57.8278s]
16/11/23 02:31:13| INFO binmc_sld finished [took 96.4955s]
16/11/23 02:31:22| INFO mul3wne_sld finished [took 45.4811s]
16/11/23 02:32:05| INFO binne_sld finished [took 107.5387s]
16/11/23 02:32:13| INFO kfcv finished [took 49.2775s]
16/11/23 02:32:17| INFO mulne_sld finished [took 113.6025s]
16/11/23 02:33:08| INFO ref finished [took 58.9272s]
16/11/23 02:33:32| INFO atc_mc finished [took 75.4368s]
16/11/23 02:33:43| INFO atc_ne finished [took 82.9640s]
16/11/23 02:33:49| INFO doc_feat finished [took 36.9348s]
16/11/23 02:57:32| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00923) [took 1584.0632s]
16/11/23 03:00:00| INFO bin_sld_gs finished [took 1732.0792s]
16/11/23 03:20:03| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01100) [took 2928.3099s]
16/11/23 03:20:57| INFO mul3w_sld_gs finished [took 2981.6413s]
16/11/23 03:25:30| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01306) [took 3259.2528s]
16/11/23 03:26:15| INFO mul_sld_gs finished [took 3304.6561s]
16/11/23 03:26:15| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 3465.8522s]
16/11/23 03:26:15| INFO Dataset sample 0.30 of dataset imdb_9prevs started
16/11/23 03:27:31| INFO mul3w_sld finished [took 61.9412s]
16/11/23 03:27:31| INFO mul3wc_sld finished [took 58.6905s]
16/11/23 03:27:52| INFO binc_sld finished [took 82.0447s]
16/11/23 03:27:58| INFO bin_sld finished [took 94.1580s]
16/11/23 03:28:04| INFO mulc_sld finished [took 90.5984s]
16/11/23 03:28:09| INFO mul_sld finished [took 101.8637s]
16/11/23 03:28:53| INFO mul3wmc_sld finished [took 57.4945s]
16/11/23 03:28:53| INFO binmc_sld finished [took 77.5877s]
16/11/23 03:29:00| INFO mulmc_sld finished [took 84.3274s]
16/11/23 03:29:09| INFO mul3wne_sld finished [took 54.8730s]
16/11/23 03:29:32| INFO binne_sld finished [took 87.5643s]
16/11/23 03:29:41| INFO mulne_sld finished [took 91.4135s]
16/11/23 03:30:27| INFO kfcv finished [took 73.3328s]
16/11/23 03:30:40| INFO ref finished [took 62.1756s]
16/11/23 03:31:11| INFO atc_mc finished [took 84.1784s]
16/11/23 03:31:17| INFO doc_feat finished [took 30.8553s]
16/11/23 03:31:44| INFO atc_ne finished [took 70.9733s]
16/11/23 03:58:53| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01043) [took 1796.0637s]
16/11/23 04:00:51| INFO bin_sld_gs finished [took 1913.9550s]
16/11/23 04:17:35| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00927) [took 2911.5422s]
16/11/23 04:18:31| INFO mul3w_sld_gs finished [took 2967.7992s]
16/11/23 04:24:04| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00960) [took 3306.6687s]
16/11/23 04:24:28| INFO mul_sld_gs finished [took 3330.5210s]
16/11/23 04:24:28| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 3493.3809s]
16/11/23 04:24:28| INFO Dataset sample 0.40 of dataset imdb_9prevs started
16/11/23 04:25:38| INFO mul3w_sld finished [took 60.6976s]
16/11/23 04:25:45| INFO mul3wc_sld finished [took 63.2605s]
16/11/23 04:25:54| INFO binc_sld finished [took 76.0740s]
16/11/23 04:25:57| INFO bin_sld finished [took 85.3429s]
16/11/23 04:26:15| INFO mulc_sld finished [took 94.3880s]
16/11/23 04:26:18| INFO mul_sld finished [took 103.0893s]
16/11/23 04:26:58| INFO binmc_sld finished [took 77.3293s]
16/11/23 04:27:00| INFO mul3wmc_sld finished [took 62.1844s]
16/11/23 04:27:13| INFO mulmc_sld finished [took 86.0097s]
16/11/23 04:27:13| INFO mul3wne_sld finished [took 51.9375s]
16/11/23 04:27:17| INFO binne_sld finished [took 74.9333s]
16/11/23 04:27:48| INFO mulne_sld finished [took 90.7497s]
16/11/23 04:28:12| INFO ref finished [took 50.5309s]
16/11/23 04:28:23| INFO kfcv finished [took 66.5648s]
16/11/23 04:29:07| INFO doc_feat finished [took 40.7631s]
16/11/23 04:29:12| INFO atc_mc finished [took 80.9626s]
16/11/23 04:29:26| INFO atc_ne finished [took 69.3417s]
16/11/23 04:59:59| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01178) [took 1978.0762s]
16/11/23 05:02:04| INFO bin_sld_gs finished [took 2102.6212s]
16/11/23 05:16:49| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.01298) [took 2973.2311s]
16/11/23 05:17:46| INFO mul3w_sld_gs finished [took 3030.1211s]
16/11/23 05:22:36| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01027) [took 3333.3306s]
16/11/23 05:22:59| INFO mul_sld_gs finished [took 3356.7777s]
16/11/23 05:22:59| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 3511.1629s]
16/11/23 05:23:00| INFO Dataset sample 0.50 of dataset imdb_9prevs started
16/11/23 05:24:12| INFO mul3w_sld finished [took 64.1661s]
16/11/23 05:24:13| INFO mul3wc_sld finished [took 60.3990s]
16/11/23 05:24:26| INFO binc_sld finished [took 77.9600s]
16/11/23 05:24:31| INFO bin_sld finished [took 86.7545s]
16/11/23 05:24:48| INFO mulc_sld finished [took 96.2658s]
16/11/23 05:24:48| INFO mul_sld finished [took 102.0261s]
16/11/23 05:25:28| INFO mul3wmc_sld finished [took 59.0775s]
16/11/23 05:25:32| INFO binmc_sld finished [took 76.8692s]
16/11/23 05:25:42| INFO mulmc_sld finished [took 85.7625s]
16/11/23 05:25:43| INFO binne_sld finished [took 66.8000s]
16/11/23 05:25:43| INFO mul3wne_sld finished [took 51.4845s]
16/11/23 05:26:24| INFO mulne_sld finished [took 92.5383s]
16/11/23 05:26:40| INFO ref finished [took 52.7780s]
16/11/23 05:26:51| INFO kfcv finished [took 64.2859s]
16/11/23 05:27:29| INFO doc_feat finished [took 36.1107s]
16/11/23 05:27:39| INFO atc_mc finished [took 70.3112s]
16/11/23 05:27:48| INFO atc_ne finished [took 64.8853s]
16/11/23 05:58:34| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00940) [took 1983.2246s]
16/11/23 06:00:33| INFO bin_sld_gs finished [took 2102.9532s]
16/11/23 06:14:52| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01013) [took 2946.7034s]
16/11/23 06:15:47| INFO mul3w_sld_gs finished [took 3001.8138s]
16/11/23 06:21:22| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00875) [took 3347.5309s]
16/11/23 06:21:48| INFO mul_sld_gs finished [took 3374.2944s]
16/11/23 06:21:48| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 3528.9544s]
16/11/23 06:21:48| INFO Dataset sample 0.60 of dataset imdb_9prevs started
16/11/23 06:22:59| INFO mul3w_sld finished [took 63.3509s]
16/11/23 06:23:02| INFO mul3wc_sld finished [took 61.8792s]
16/11/23 06:23:12| INFO binc_sld finished [took 76.5227s]
16/11/23 06:23:15| INFO bin_sld finished [took 83.6122s]
16/11/23 06:23:33| INFO mulc_sld finished [took 94.9601s]
16/11/23 06:23:34| INFO mul_sld finished [took 101.2373s]
16/11/23 06:24:17| INFO mul3wmc_sld finished [took 62.1078s]
16/11/23 06:24:22| INFO binmc_sld finished [took 81.2689s]
16/11/23 06:24:28| INFO mulmc_sld finished [took 83.1038s]
16/11/23 06:24:34| INFO mul3wne_sld finished [took 56.7140s]
16/11/23 06:24:42| INFO binne_sld finished [took 82.0239s]
16/11/23 06:24:52| INFO mulne_sld finished [took 76.4741s]
16/11/23 06:25:36| INFO ref finished [took 52.2184s]
16/11/23 06:25:45| INFO kfcv finished [took 69.5024s]
16/11/23 06:26:14| INFO atc_mc finished [took 80.1897s]
16/11/23 06:26:20| INFO doc_feat finished [took 32.5290s]
16/11/23 06:26:46| INFO atc_ne finished [took 65.7763s]
16/11/23 06:57:11| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.01142) [took 1971.9770s]
16/11/23 06:59:23| INFO bin_sld_gs finished [took 2103.8434s]
16/11/23 07:14:13| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01222) [took 2983.1039s]
16/11/23 07:15:09| INFO mul3w_sld_gs finished [took 3038.7610s]
16/11/23 07:20:16| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00979) [took 3352.7055s]
16/11/23 07:20:41| INFO mul_sld_gs finished [took 3377.4928s]
16/11/23 07:20:41| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 3532.7431s]
16/11/23 07:20:41| INFO Dataset sample 0.70 of dataset imdb_9prevs started
16/11/23 07:21:56| INFO mul3w_sld finished [took 63.2958s]
16/11/23 07:21:58| INFO mul3wc_sld finished [took 63.2953s]
16/11/23 07:22:13| INFO bin_sld finished [took 88.6044s]
16/11/23 07:22:13| INFO binc_sld finished [took 80.0413s]
16/11/23 07:22:24| INFO mulc_sld finished [took 91.1407s]
16/11/23 07:22:29| INFO mul_sld finished [took 98.7974s]
16/11/23 07:23:15| INFO binmc_sld finished [took 76.3360s]
16/11/23 07:23:15| INFO mul3wmc_sld finished [took 56.3690s]
16/11/23 07:23:23| INFO mulmc_sld finished [took 81.9523s]
16/11/23 07:23:24| INFO mul3wne_sld finished [took 50.4491s]
16/11/23 07:23:37| INFO binne_sld finished [took 78.7797s]
16/11/23 07:23:48| INFO mulne_sld finished [took 79.7318s]
16/11/23 07:24:35| INFO ref finished [took 53.0934s]
16/11/23 07:24:41| INFO kfcv finished [took 71.1928s]
16/11/23 07:25:11| INFO atc_mc finished [took 78.8140s]
16/11/23 07:25:15| INFO doc_feat finished [took 30.5960s]
16/11/23 07:25:42| INFO atc_ne finished [took 62.0156s]
16/11/23 07:55:05| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['entropy']} (score=0.02194) [took 1907.4165s]
16/11/23 07:56:40| INFO bin_sld_gs finished [took 2002.4114s]
16/11/23 08:12:36| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01262) [took 2948.5332s]
16/11/23 08:13:35| INFO mul3w_sld_gs finished [took 3007.2804s]
16/11/23 08:18:37| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00906) [took 3318.4935s]
16/11/23 08:19:01| INFO mul_sld_gs finished [took 3341.9666s]
16/11/23 08:19:01| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 3499.3833s]
16/11/23 08:19:01| INFO Dataset sample 0.80 of dataset imdb_9prevs started
16/11/23 08:20:11| INFO mul3w_sld finished [took 62.2055s]
16/11/23 08:20:16| INFO mul3wc_sld finished [took 59.0412s]
16/11/23 08:20:35| INFO mulc_sld finished [took 80.2908s]
16/11/23 08:20:37| INFO mul_sld finished [took 87.6275s]
16/11/23 08:20:55| INFO binc_sld finished [took 104.4525s]
16/11/23 08:20:57| INFO bin_sld finished [took 112.2536s]
16/11/23 08:21:36| INFO mul3wmc_sld finished [took 57.9849s]
16/11/23 08:21:36| INFO mulmc_sld finished [took 77.0009s]
16/11/23 08:21:49| INFO mul3wne_sld finished [took 48.3533s]
16/11/23 08:21:50| INFO binmc_sld finished [took 95.9056s]
16/11/23 08:22:09| INFO mulne_sld finished [took 71.4848s]
16/11/23 08:22:18| INFO binne_sld finished [took 97.3612s]
16/11/23 08:22:42| INFO kfcv finished [took 48.8032s]
16/11/23 08:22:51| INFO ref finished [took 38.1551s]
16/11/23 08:23:17| INFO atc_mc finished [took 56.6460s]
16/11/23 08:23:31| INFO doc_feat finished [took 36.4927s]
16/11/23 08:24:00| INFO atc_ne finished [took 73.9113s]
16/11/23 08:49:58| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.01472) [took 1698.7367s]
16/11/23 08:53:06| INFO bin_sld_gs finished [took 1886.8326s]
16/11/23 09:10:07| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00855) [took 2896.0308s]
16/11/23 09:11:01| INFO mul3w_sld_gs finished [took 2949.8681s]
16/11/23 09:15:42| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00808) [took 3242.1207s]
16/11/23 09:16:06| INFO mul_sld_gs finished [took 3265.5376s]
16/11/23 09:16:06| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 3424.9338s]
16/11/23 09:16:06| INFO Dataset sample 0.90 of dataset imdb_9prevs started
16/11/23 09:17:13| INFO mulc_sld finished [took 57.9910s]
16/11/23 09:17:13| INFO mul3wc_sld finished [took 57.4116s]
16/11/23 09:17:18| INFO mul3w_sld finished [took 67.2150s]
16/11/23 09:17:36| INFO bin_sld finished [took 88.2137s]
16/11/23 09:17:41| INFO binc_sld finished [took 88.0308s]
16/11/23 09:17:59| INFO mul_sld finished [took 109.6367s]
16/11/23 09:18:24| INFO mul3wmc_sld finished [took 63.4130s]
16/11/23 09:18:26| INFO mulmc_sld finished [took 69.5044s]
16/11/23 09:18:34| INFO binmc_sld finished [took 79.5843s]
16/11/23 09:18:38| INFO mulne_sld finished [took 54.5641s]
16/11/23 09:18:50| INFO binne_sld finished [took 71.6646s]
16/11/23 09:18:53| INFO mul3wne_sld finished [took 51.8810s]
16/11/23 09:19:02| WARNING Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
16/11/23 09:19:28| INFO kfcv finished [took 49.1535s]
16/11/23 09:19:41| INFO ref finished [took 48.1446s]
16/11/23 09:20:02| INFO atc_mc finished [took 67.2438s]
16/11/23 09:20:08| INFO doc_feat finished [took 36.3265s]
16/11/23 09:20:14| INFO atc_ne finished [took 69.7821s]
16/11/23 09:58:56| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00920) [took 2419.8040s]
16/11/23 09:59:52| INFO mul3w_sld_gs finished [took 2476.0211s]
16/11/23 10:01:35| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['entropy']} (score=0.04211) [took 2586.6891s]
16/11/23 10:01:54| INFO mul_sld_gs finished [took 2606.3800s]
16/11/23 10:01:54| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 2748.8348s]
----------------------------------------------------------------------------------------------------
16/11/23 14:21:16| INFO dataset rcv1_GCAT_9prevs [pool size: 6]
16/11/23 14:21:21| INFO Dataset sample 0.10 of dataset rcv1_GCAT_9prevs started
16/11/23 14:22:53| INFO bin_sld finished [took 88.6548s]
16/11/23 14:23:06| INFO mul3w_sld finished [took 95.0373s]
16/11/23 14:23:08| INFO mul3wc_sld finished [took 81.4332s]
16/11/23 14:23:11| INFO binc_sld finished [took 93.5790s]
16/11/23 14:23:52| INFO mul_sld finished [took 145.1238s]
16/11/23 14:23:54| INFO mulc_sld finished [took 131.9848s]
16/11/23 14:24:32| INFO binmc_sld finished [took 95.7012s]
16/11/23 14:24:46| INFO binne_sld finished [took 83.4026s]
16/11/23 14:24:47| INFO mul3wmc_sld finished [took 92.9080s]
16/11/23 14:25:04| WARNING Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
16/11/23 14:25:51| INFO mul3wne_sld finished [took 111.1272s]
16/11/23 14:26:13| INFO mulmc_sld finished [took 184.3841s]
16/11/23 14:27:02| INFO mulne_sld finished [took 187.5049s]
16/11/23 14:27:30| INFO kfcv finished [took 141.9976s]
16/11/23 14:28:32| INFO ref finished [took 154.6723s]
16/11/23 14:29:12| INFO atc_mc finished [took 173.3382s]
16/11/23 14:30:04| INFO atc_ne finished [took 177.8409s]
16/11/23 14:30:19| INFO doc_feat finished [took 162.3897s]
16/11/23 15:00:23| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00594) [took 2128.6994s]
16/11/23 15:03:10| INFO mul3w_sld_gs finished [took 2295.6888s]
16/11/23 15:04:10| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['entropy']} (score=0.00899) [took 2361.0300s]
16/11/23 15:04:58| INFO mul_sld_gs finished [took 2408.3644s]
16/11/23 15:04:58| INFO Dataset sample 0.10 of dataset rcv1_GCAT_9prevs finished [took 2616.5518s]
16/11/23 15:04:58| INFO Dataset sample 0.20 of dataset rcv1_GCAT_9prevs started
16/11/23 15:06:39| INFO mul3w_sld finished [took 91.0640s]
16/11/23 15:06:48| INFO mul3wc_sld finished [took 83.1946s]
16/11/23 15:06:59| INFO bin_sld finished [took 118.7498s]
16/11/23 15:07:18| INFO binc_sld finished [took 123.1208s]
16/11/23 15:07:26| INFO mul_sld finished [took 142.5062s]
16/11/23 15:07:51| INFO mulc_sld finished [took 152.3357s]
16/11/23 15:08:30| INFO mul3wmc_sld finished [took 87.0734s]
16/11/23 15:08:47| INFO binmc_sld finished [took 124.3369s]
16/11/23 15:09:31| INFO mul3wne_sld finished [took 96.2124s]
16/11/23 15:09:33| INFO binne_sld finished [took 131.0517s]
16/11/23 15:10:00| INFO mulmc_sld finished [took 189.0944s]
16/11/23 15:10:46| INFO mulne_sld finished [took 196.4156s]
16/11/23 15:13:17| INFO kfcv finished [took 215.7681s]
16/11/23 15:13:31| INFO ref finished [took 201.8680s]
16/11/23 15:15:00| INFO atc_mc finished [took 247.6742s]
16/11/23 15:17:54| INFO doc_feat finished [took 253.5433s]
16/11/23 15:18:32| INFO atc_ne finished [took 305.6524s]
16/11/23 15:32:24| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00813) [took 1430.7616s]
16/11/23 15:37:00| INFO bin_sld_gs finished [took 1706.3685s]
16/11/23 15:52:08| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01037) [took 2552.1166s]
16/11/23 15:54:41| INFO mul3w_sld_gs finished [took 2705.3158s]
16/11/23 15:57:06| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01072) [took 2894.5232s]
16/11/23 15:57:53| INFO mul_sld_gs finished [took 2941.9716s]
16/11/23 15:57:53| INFO Dataset sample 0.20 of dataset rcv1_GCAT_9prevs finished [took 3175.6190s]
16/11/23 15:57:53| INFO Dataset sample 0.30 of dataset rcv1_GCAT_9prevs started
16/11/23 15:59:38| INFO mul3w_sld finished [took 93.7434s]
16/11/23 15:59:44| INFO bin_sld finished [took 107.9101s]
16/11/23 15:59:48| INFO mul3wc_sld finished [took 86.7015s]
16/11/23 15:59:57| INFO binc_sld finished [took 106.2803s]
16/11/23 16:00:16| INFO mul_sld finished [took 136.2905s]
16/11/23 16:00:17| INFO mulc_sld finished [took 121.5525s]
16/11/23 16:01:26| INFO binmc_sld finished [took 104.9635s]
16/11/23 16:01:27| INFO mul3wmc_sld finished [took 92.9624s]
16/11/23 16:01:46| INFO mulmc_sld finished [took 118.3555s]
16/11/23 16:01:56| INFO binne_sld finished [took 112.2079s]
16/11/23 16:02:01| INFO mul3wne_sld finished [took 95.8018s]
16/11/23 16:03:05| INFO mulne_sld finished [took 165.3611s]
16/11/23 16:05:44| INFO ref finished [took 211.7132s]
16/11/23 16:05:53| INFO kfcv finished [took 230.1205s]
16/11/23 16:07:36| INFO atc_mc finished [took 265.8123s]
16/11/23 16:10:22| INFO doc_feat finished [took 261.2474s]
16/11/23 16:11:23| INFO atc_ne finished [took 328.7484s]
16/11/23 16:28:25| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00490) [took 1615.2711s]
16/11/23 16:33:13| INFO bin_sld_gs finished [took 1903.7955s]
16/11/23 16:45:51| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00586) [took 2639.8238s]
16/11/23 16:48:38| INFO mul3w_sld_gs finished [took 2806.0181s]
16/11/23 16:50:50| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00748) [took 2955.8247s]
16/11/23 16:51:38| INFO mul_sld_gs finished [took 3004.3991s]
16/11/23 16:51:38| INFO Dataset sample 0.30 of dataset rcv1_GCAT_9prevs finished [took 3224.9999s]
16/11/23 16:51:38| INFO Dataset sample 0.40 of dataset rcv1_GCAT_9prevs started
16/11/23 16:53:24| INFO mul3w_sld finished [took 95.3368s]
16/11/23 16:53:26| INFO mul3wc_sld finished [took 79.1479s]
16/11/23 16:53:27| INFO bin_sld finished [took 105.5351s]
16/11/23 16:53:40| INFO binc_sld finished [took 103.3716s]
16/11/23 16:53:44| INFO mul_sld finished [took 119.4244s]
16/11/23 16:53:58| INFO mulc_sld finished [took 116.8956s]
16/11/23 16:55:13| INFO mul3wmc_sld finished [took 95.5683s]
16/11/23 16:55:15| INFO binmc_sld finished [took 107.8645s]
16/11/23 16:55:23| INFO mulmc_sld finished [took 111.0128s]
16/11/23 16:55:34| INFO mul3wne_sld finished [took 90.0187s]
16/11/23 16:55:34| INFO binne_sld finished [took 108.4171s]
16/11/23 16:55:49| INFO mulne_sld finished [took 117.4212s]
16/11/23 16:59:01| INFO ref finished [took 194.9159s]
16/11/23 16:59:16| INFO kfcv finished [took 218.0677s]
16/11/23 16:59:35| INFO atc_mc finished [took 218.0287s]
16/11/23 17:03:29| INFO doc_feat finished [took 245.5964s]
16/11/23 17:04:05| INFO atc_ne finished [took 298.2064s]
16/11/23 17:24:13| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['entropy']} (score=0.00601) [took 1736.9621s]
16/11/23 17:28:33| INFO bin_sld_gs finished [took 1996.7601s]
16/11/23 17:42:30| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf']} (score=0.00662) [took 2822.6693s]
16/11/23 17:45:02| INFO mul3w_sld_gs finished [took 2974.7642s]
16/11/23 17:48:10| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf']} (score=0.00692) [took 3169.2842s]
16/11/23 17:49:04| INFO mul_sld_gs finished [took 3224.0022s]
16/11/23 17:49:04| INFO Dataset sample 0.40 of dataset rcv1_GCAT_9prevs finished [took 3446.0325s]
16/11/23 17:49:04| INFO Dataset sample 0.50 of dataset rcv1_GCAT_9prevs started
16/11/23 17:50:53| INFO bin_sld finished [took 105.3870s]
16/11/23 17:50:58| INFO mul3w_sld finished [took 102.0855s]
16/11/23 17:51:00| INFO mul_sld finished [took 109.0567s]
16/11/23 17:51:02| INFO mul3wc_sld finished [took 91.8248s]
16/11/23 17:51:19| INFO mulc_sld finished [took 112.3382s]
16/11/23 17:51:20| INFO binc_sld finished [took 117.5797s]
16/11/23 17:52:45| INFO binmc_sld finished [took 109.1693s]
16/11/23 17:52:50| INFO binne_sld finished [took 96.0562s]
16/11/23 17:52:53| INFO mulmc_sld finished [took 111.8330s]
16/11/23 17:52:56| INFO mul3wmc_sld finished [took 109.4199s]
16/11/23 17:52:56| INFO mul3wne_sld finished [took 89.3891s]
16/11/23 17:53:08| INFO mulne_sld finished [took 105.7728s]
16/11/23 17:56:10| INFO kfcv finished [took 188.6544s]
16/11/23 17:56:18| INFO ref finished [took 189.7353s]
16/11/23 17:56:48| INFO atc_mc finished [took 215.3244s]
16/11/23 17:59:58| INFO doc_feat finished [took 212.4369s]
16/11/23 18:00:43| INFO atc_ne finished [took 265.3340s]
16/11/23 18:23:31| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf']} (score=0.00738) [took 1843.0911s]
16/11/23 18:27:42| INFO bin_sld_gs finished [took 2093.6915s]
16/11/23 18:39:30| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf']} (score=0.00642) [took 2792.6151s]
16/11/23 18:42:13| INFO mul3w_sld_gs finished [took 2955.6642s]
16/11/23 18:45:27| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf']} (score=0.00797) [took 3154.7812s]
16/11/23 18:46:28| INFO mul_sld_gs finished [took 3215.8248s]
16/11/23 18:46:28| INFO Dataset sample 0.50 of dataset rcv1_GCAT_9prevs finished [took 3443.8419s]
16/11/23 18:46:28| INFO Dataset sample 0.60 of dataset rcv1_GCAT_9prevs started
16/11/23 18:48:16| INFO mul3w_sld finished [took 96.2413s]
16/11/23 18:48:16| INFO bin_sld finished [took 104.5256s]
16/11/23 18:48:23| INFO mul_sld finished [took 108.5891s]
16/11/23 18:48:26| INFO mul3wc_sld finished [took 90.0622s]
16/11/23 18:48:27| INFO binc_sld finished [took 100.6930s]
16/11/23 18:48:46| INFO mulc_sld finished [took 114.6963s]
16/11/23 18:50:05| INFO mul3wmc_sld finished [took 96.4749s]
16/11/23 18:50:06| INFO mulmc_sld finished [took 102.3350s]
16/11/23 18:50:06| INFO binmc_sld finished [took 107.4522s]
16/11/23 18:50:21| INFO mul3wne_sld finished [took 88.3996s]
16/11/23 18:50:21| INFO binne_sld finished [took 104.5638s]
16/11/23 18:50:29| INFO mulne_sld finished [took 106.6627s]
16/11/23 18:54:07| INFO ref finished [took 214.0740s]
16/11/23 18:54:16| INFO kfcv finished [took 231.4034s]
16/11/23 18:54:37| INFO atc_mc finished [took 238.6731s]
16/11/23 18:58:07| INFO doc_feat finished [took 221.8803s]
16/11/23 18:58:56| INFO atc_ne finished [took 280.8503s]
16/11/23 19:18:56| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['entropy']} (score=0.00635) [took 1728.0089s]
16/11/23 19:21:51| INFO bin_sld_gs finished [took 1902.6033s]
16/11/23 19:37:06| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00694) [took 2809.7462s]
16/11/23 19:39:39| INFO mul3w_sld_gs finished [took 2963.5415s]
16/11/23 19:43:13| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf']} (score=0.00646) [took 3181.2806s]
16/11/23 19:44:02| INFO mul_sld_gs finished [took 3229.9580s]
16/11/23 19:44:02| INFO Dataset sample 0.60 of dataset rcv1_GCAT_9prevs finished [took 3453.9005s]
16/11/23 19:44:02| INFO Dataset sample 0.70 of dataset rcv1_GCAT_9prevs started
16/11/23 19:45:49| INFO bin_sld finished [took 104.3048s]
16/11/23 19:45:50| INFO mul3w_sld finished [took 96.6324s]
16/11/23 19:45:55| INFO mul3wc_sld finished [took 84.4478s]
16/11/23 19:46:00| INFO binc_sld finished [took 100.3008s]
16/11/23 19:46:01| INFO mul_sld finished [took 112.8325s]
16/11/23 19:46:16| INFO mulc_sld finished [took 110.1737s]
16/11/23 19:47:39| INFO binmc_sld finished [took 106.5375s]
16/11/23 19:47:39| INFO mul3wmc_sld finished [took 95.4356s]
16/11/23 19:47:47| INFO mulmc_sld finished [took 109.1439s]
16/11/23 19:47:49| INFO mul3wne_sld finished [took 87.3065s]
16/11/23 19:47:53| INFO binne_sld finished [took 102.9195s]
16/11/23 19:48:04| INFO mulne_sld finished [took 108.1022s]
16/11/23 19:51:25| INFO ref finished [took 201.8526s]
16/11/23 19:51:27| INFO kfcv finished [took 211.2329s]
16/11/23 19:51:54| INFO atc_mc finished [took 224.3877s]
16/11/23 19:55:35| INFO doc_feat finished [took 234.5270s]
16/11/23 19:56:23| INFO atc_ne finished [took 289.7071s]
16/11/23 20:14:13| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00795) [took 1590.3062s]
16/11/23 20:18:41| INFO bin_sld_gs finished [took 1859.0899s]
16/11/23 20:32:02| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00709) [took 2650.3720s]
16/11/23 20:34:32| INFO mul3w_sld_gs finished [took 2801.0407s]
16/11/23 20:38:09| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00957) [took 3022.5954s]
16/11/23 20:39:05| INFO mul_sld_gs finished [took 3078.5392s]
16/11/23 20:39:05| INFO Dataset sample 0.70 of dataset rcv1_GCAT_9prevs finished [took 3302.7956s]
16/11/23 20:39:05| INFO Dataset sample 0.80 of dataset rcv1_GCAT_9prevs started
16/11/23 20:40:54| INFO mul3w_sld finished [took 98.0452s]
16/11/23 20:40:56| INFO bin_sld finished [took 107.5445s]
16/11/23 20:40:58| INFO mul_sld finished [took 106.4165s]
16/11/23 20:41:00| INFO mul3wc_sld finished [took 86.5722s]
16/11/23 20:41:03| INFO mulc_sld finished [took 95.1580s]
16/11/23 20:41:05| INFO binc_sld finished [took 102.2421s]
16/11/23 20:42:42| INFO mul3wmc_sld finished [took 93.9125s]
16/11/23 20:42:47| INFO binmc_sld finished [took 108.5036s]
16/11/23 20:42:47| INFO mulmc_sld finished [took 103.7587s]
16/11/23 20:42:59| INFO binne_sld finished [took 102.6437s]
16/11/23 20:43:00| INFO mul3wne_sld finished [took 93.7038s]
16/11/23 20:43:00| INFO mulne_sld finished [took 99.6007s]
16/11/23 20:46:27| INFO kfcv finished [took 203.0387s]
16/11/23 20:46:38| INFO ref finished [took 208.0952s]
16/11/23 20:47:10| INFO atc_mc finished [took 232.6684s]
16/11/23 20:50:52| INFO doc_feat finished [took 246.0529s]
16/11/23 20:51:37| INFO atc_ne finished [took 299.4447s]
16/11/23 21:08:05| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00519) [took 1519.7099s]
16/11/23 21:12:39| INFO bin_sld_gs finished [took 1794.1688s]
16/11/23 21:27:19| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00748) [took 2663.8170s]
16/11/23 21:29:56| INFO mul3w_sld_gs finished [took 2820.7519s]
16/11/23 21:33:02| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00683) [took 3011.8521s]
16/11/23 21:33:50| INFO mul_sld_gs finished [took 3059.9400s]
16/11/23 21:33:50| INFO Dataset sample 0.80 of dataset rcv1_GCAT_9prevs finished [took 3285.3316s]
16/11/23 21:33:50| INFO Dataset sample 0.90 of dataset rcv1_GCAT_9prevs started
16/11/23 21:33:53| WARNING Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
16/11/23 21:34:05| WARNING Method binc_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
16/11/23 21:34:19| WARNING Method binmc_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
16/11/23 21:35:39| INFO mul3w_sld finished [took 98.7602s]
16/11/23 21:35:39| INFO mul_sld finished [took 103.7145s]
16/11/23 21:35:42| WARNING Method binne_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
16/11/23 21:35:50| INFO mulc_sld finished [took 102.6230s]
16/11/23 21:35:57| WARNING Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
16/11/23 21:35:58| INFO mul3wc_sld finished [took 105.1403s]
16/11/23 21:36:04| INFO mulmc_sld finished [took 100.7423s]
16/11/23 21:36:07| INFO mul3wmc_sld finished [took 98.8636s]
16/11/23 21:38:14| INFO mulne_sld finished [took 148.5199s]
16/11/23 21:38:17| INFO mul3wne_sld finished [took 145.4881s]
16/11/23 21:38:28| INFO ref finished [took 134.3960s]
16/11/23 21:38:31| INFO kfcv finished [took 142.6570s]
16/11/23 21:41:14| INFO doc_feat finished [took 157.9450s]
16/11/23 21:41:44| INFO atc_mc finished [took 203.3255s]
16/11/23 21:41:51| INFO atc_ne finished [took 203.8327s]
16/11/23 22:12:04| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00738) [took 2163.0336s]
16/11/23 22:13:13| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00681) [took 2228.3043s]
16/11/23 22:13:42| INFO mul_sld_gs finished [took 2261.0782s]
16/11/23 22:14:01| INFO mul3w_sld_gs finished [took 2276.1848s]
16/11/23 22:14:01| INFO Dataset sample 0.90 of dataset rcv1_GCAT_9prevs finished [took 2410.7936s]
----------------------------------------------------------------------------------------------------
17/11/23 00:17:43| INFO dataset cifar10_9prevs [pool size: 6]
----------------------------------------------------------------------------------------------------
17/11/23 00:17:43| ERROR Evaluation over cifar10_9prevs failed. Exception: 'cifar10'
17/11/23 00:17:43| INFO dataset None_9prevs [pool size: 6]
17/11/23 00:17:43| ERROR Evaluation over None_9prevs failed. Exception: None
----------------------------------------------------------------------------------------------------
17/11/23 00:26:17| INFO dataset cifar10_9prevs [pool size: 6]
17/11/23 00:26:27| ERROR Evaluation over cifar10_9prevs failed. Exception: Invalid target None
----------------------------------------------------------------------------------------------------
17/11/23 00:26:27| INFO dataset None_9prevs [pool size: 6]
17/11/23 00:26:27| ERROR Evaluation over None_9prevs failed. Exception: None
----------------------------------------------------------------------------------------------------
17/11/23 00:27:22| INFO dataset cifar10_9prevs [pool size: 6]
17/11/23 00:27:22| INFO Dataset sample 0.10 of dataset cifar10_9prevs started
17/11/23 00:33:31| INFO mul3w_sld finished [took 362.5471s]
17/11/23 00:33:34| INFO mul_sld finished [took 366.1400s]
17/11/23 00:33:35| INFO mul3wc_sld finished [took 359.1144s]
17/11/23 00:33:44| INFO mulc_sld finished [took 371.9626s]
17/11/23 00:35:11| INFO bin_sld finished [took 464.3401s]
17/11/23 00:35:27| INFO binc_sld finished [took 475.4022s]
17/11/23 00:39:49| INFO mul3wmc_sld finished [took 367.0255s]
17/11/23 00:39:57| INFO mulmc_sld finished [took 375.1649s]
17/11/23 00:41:27| INFO binmc_sld finished [took 467.0111s]
17/11/23 00:41:28| INFO mulne_sld finished [took 369.7366s]
17/11/23 00:41:32| INFO binne_sld finished [took 458.9936s]
17/11/23 00:41:37| INFO mul3wne_sld finished [took 361.6084s]
17/11/23 00:43:15| INFO ref finished [took 190.5495s]
17/11/23 00:43:31| INFO kfcv finished [took 215.2674s]
17/11/23 00:43:36| INFO doc_feat finished [took 118.4456s]
17/11/23 00:44:15| INFO atc_mc finished [took 160.9249s]
17/11/23 00:44:15| INFO atc_ne finished [took 159.9385s]
17/11/23 00:44:15| INFO Dataset sample 0.10 of dataset cifar10_9prevs finished [took 1012.8461s]
17/11/23 00:44:15| INFO Dataset sample 0.20 of dataset cifar10_9prevs started
17/11/23 00:50:27| INFO mul_sld finished [took 366.0707s]
17/11/23 00:50:28| INFO mul3w_sld finished [took 365.6065s]
17/11/23 00:50:31| INFO mul3wc_sld finished [took 362.9477s]
17/11/23 00:50:31| INFO mulc_sld finished [took 364.9257s]
17/11/23 00:52:12| INFO bin_sld finished [took 472.1942s]
17/11/23 00:52:16| INFO binc_sld finished [took 472.4121s]
17/11/23 00:56:42| INFO mulmc_sld finished [took 367.5155s]
17/11/23 00:56:51| INFO mul3wmc_sld finished [took 373.2881s]
17/11/23 00:58:26| INFO mulne_sld finished [took 367.2225s]
17/11/23 00:58:27| INFO binmc_sld finished [took 472.0411s]
17/11/23 00:58:27| INFO binne_sld finished [took 467.1662s]
17/11/23 00:58:28| INFO mul3wne_sld finished [took 363.4496s]
17/11/23 01:00:18| INFO ref finished [took 199.9343s]
17/11/23 01:00:26| INFO kfcv finished [took 216.6640s]
17/11/23 01:00:34| INFO doc_feat finished [took 120.3543s]
17/11/23 01:01:12| INFO atc_mc finished [took 160.7700s]
17/11/23 01:01:13| INFO atc_ne finished [took 160.5243s]
17/11/23 01:01:13| INFO Dataset sample 0.20 of dataset cifar10_9prevs finished [took 1017.4067s]
17/11/23 01:01:13| INFO Dataset sample 0.30 of dataset cifar10_9prevs started
17/11/23 01:07:20| INFO mul3w_sld finished [took 360.7347s]
17/11/23 01:07:34| INFO mul3wc_sld finished [took 368.1456s]
17/11/23 01:07:35| INFO mul_sld finished [took 376.7808s]
17/11/23 01:07:43| INFO mulc_sld finished [took 378.9889s]
17/11/23 01:09:07| INFO bin_sld finished [took 470.8715s]
17/11/23 01:09:12| INFO binc_sld finished [took 469.9285s]
17/11/23 01:13:56| INFO mul3wmc_sld finished [took 374.7209s]
17/11/23 01:13:59| INFO mulmc_sld finished [took 378.7659s]
17/11/23 01:15:15| INFO binmc_sld finished [took 466.9705s]
17/11/23 01:15:25| INFO mul3wne_sld finished [took 365.9600s]
17/11/23 01:15:27| INFO mulne_sld finished [took 374.0756s]
17/11/23 01:15:38| INFO binne_sld finished [took 467.1248s]
17/11/23 01:17:18| INFO ref finished [took 191.6057s]
17/11/23 01:17:38| INFO kfcv finished [took 214.7635s]
17/11/23 01:17:38| INFO doc_feat finished [took 124.1322s]
17/11/23 01:18:15| INFO atc_mc finished [took 172.7688s]
17/11/23 01:18:16| INFO atc_ne finished [took 164.4646s]
17/11/23 01:18:16| INFO Dataset sample 0.30 of dataset cifar10_9prevs finished [took 1022.8196s]
17/11/23 01:18:16| INFO Dataset sample 0.40 of dataset cifar10_9prevs started
17/11/23 01:24:27| INFO mul3w_sld finished [took 364.9502s]
17/11/23 01:24:30| INFO mul3wc_sld finished [took 361.5481s]
17/11/23 01:24:34| INFO mul_sld finished [took 373.4501s]
17/11/23 01:24:47| INFO mulc_sld finished [took 380.7574s]
17/11/23 01:26:00| INFO bin_sld finished [took 461.5564s]
17/11/23 01:26:16| INFO binc_sld finished [took 470.6275s]
17/11/23 01:30:49| INFO mul3wmc_sld finished [took 366.5137s]
17/11/23 01:30:54| INFO mulmc_sld finished [took 376.5820s]
17/11/23 01:32:25| INFO binmc_sld finished [took 470.6779s]
17/11/23 01:32:27| INFO mulne_sld finished [took 379.1840s]
17/11/23 01:32:29| INFO mul3wne_sld finished [took 364.8697s]
17/11/23 01:32:43| INFO binne_sld finished [took 467.0905s]
17/11/23 01:34:20| INFO ref finished [took 198.0968s]
17/11/23 01:34:25| INFO kfcv finished [took 210.2288s]
17/11/23 01:34:35| INFO doc_feat finished [took 119.0931s]
17/11/23 01:35:15| INFO atc_ne finished [took 160.9952s]
17/11/23 01:35:15| INFO atc_mc finished [took 162.8327s]
17/11/23 01:35:15| INFO Dataset sample 0.40 of dataset cifar10_9prevs finished [took 1019.5153s]
17/11/23 01:35:15| INFO Dataset sample 0.50 of dataset cifar10_9prevs started
17/11/23 01:41:24| INFO mul3w_sld finished [took 361.8849s]
17/11/23 01:41:29| INFO mul3wc_sld finished [took 361.0073s]
17/11/23 01:41:35| INFO mul_sld finished [took 373.9151s]
17/11/23 01:41:40| INFO mulc_sld finished [took 373.6867s]
17/11/23 01:43:13| INFO bin_sld finished [took 474.6980s]
17/11/23 01:43:17| INFO binc_sld finished [took 471.8642s]
17/11/23 01:47:40| INFO mul3wmc_sld finished [took 357.8822s]
17/11/23 01:47:54| INFO mulmc_sld finished [took 378.1199s]
17/11/23 01:49:16| INFO binmc_sld finished [took 464.5629s]
17/11/23 01:49:26| INFO mul3wne_sld finished [took 362.0620s]
17/11/23 01:49:38| INFO mulne_sld finished [took 377.6352s]
17/11/23 01:49:40| INFO binne_sld finished [took 472.7394s]
17/11/23 01:51:17| INFO ref finished [took 195.8803s]
17/11/23 01:51:21| INFO kfcv finished [took 215.9394s]
17/11/23 01:51:38| INFO doc_feat finished [took 113.6860s]
17/11/23 01:52:09| INFO atc_mc finished [took 165.6360s]
17/11/23 01:52:12| INFO atc_ne finished [took 158.8503s]
17/11/23 01:52:12| INFO Dataset sample 0.50 of dataset cifar10_9prevs finished [took 1016.9900s]
17/11/23 01:52:12| INFO Dataset sample 0.60 of dataset cifar10_9prevs started
17/11/23 01:58:23| INFO mul3w_sld finished [took 362.5835s]
17/11/23 01:58:29| INFO mul3wc_sld finished [took 363.7016s]
17/11/23 01:58:35| INFO mul_sld finished [took 376.9899s]
17/11/23 01:58:48| INFO mulc_sld finished [took 385.0957s]
17/11/23 01:59:53| INFO bin_sld finished [took 455.9553s]
17/11/23 02:00:09| INFO binc_sld finished [took 467.7243s]
17/11/23 02:04:44| INFO mul3wmc_sld finished [took 362.3355s]
17/11/23 02:05:03| INFO mulmc_sld finished [took 386.4009s]
17/11/23 02:06:14| INFO mul3wne_sld finished [took 356.2795s]
17/11/23 02:06:14| INFO binmc_sld finished [took 464.1669s]
17/11/23 02:06:26| INFO mulne_sld finished [took 385.2228s]
17/11/23 02:06:47| INFO binne_sld finished [took 469.7961s]
17/11/23 02:08:26| INFO ref finished [took 195.0417s]
17/11/23 02:08:38| INFO kfcv finished [took 227.1281s]
17/11/23 02:08:41| INFO doc_feat finished [took 128.7433s]
17/11/23 02:09:11| INFO atc_mc finished [took 170.3742s]
17/11/23 02:09:13| INFO atc_ne finished [took 171.4339s]
17/11/23 02:09:13| INFO Dataset sample 0.60 of dataset cifar10_9prevs finished [took 1021.0613s]
17/11/23 02:09:13| INFO Dataset sample 0.70 of dataset cifar10_9prevs started
17/11/23 02:15:21| INFO mul3w_sld finished [took 360.8736s]
17/11/23 02:15:22| INFO mul_sld finished [took 363.6183s]
17/11/23 02:15:35| INFO mul3wc_sld finished [took 368.7025s]
17/11/23 02:15:48| INFO mulc_sld finished [took 384.7188s]
17/11/23 02:17:06| INFO bin_sld finished [took 468.5609s]
17/11/23 02:17:10| INFO binc_sld finished [took 468.7945s]
17/11/23 02:21:46| INFO mulmc_sld finished [took 376.1202s]
17/11/23 02:21:51| INFO mul3wmc_sld finished [took 369.8071s]
17/11/23 02:23:10| INFO binmc_sld finished [took 461.5893s]
17/11/23 02:23:21| INFO mul3wne_sld finished [took 363.3832s]
17/11/23 02:23:28| INFO mulne_sld finished [took 375.5855s]
17/11/23 02:23:33| INFO binne_sld finished [took 457.7804s]
17/11/23 02:25:13| INFO ref finished [took 194.8222s]
17/11/23 02:25:30| INFO kfcv finished [took 218.1632s]
17/11/23 02:25:33| INFO doc_feat finished [took 118.6010s]
17/11/23 02:26:08| INFO atc_mc finished [took 171.6985s]
17/11/23 02:26:10| INFO atc_ne finished [took 162.3306s]
17/11/23 02:26:10| INFO Dataset sample 0.70 of dataset cifar10_9prevs finished [took 1016.8836s]
17/11/23 02:26:10| INFO Dataset sample 0.80 of dataset cifar10_9prevs started
17/11/23 02:32:25| INFO mul3w_sld finished [took 367.5189s]
17/11/23 02:32:28| INFO mul_sld finished [took 372.0938s]
17/11/23 02:32:29| INFO mul3wc_sld finished [took 366.7273s]
17/11/23 02:32:38| INFO mulc_sld finished [took 377.8593s]
17/11/23 02:34:02| INFO binc_sld finished [took 462.7515s]
17/11/23 02:34:07| INFO bin_sld finished [took 473.4778s]
17/11/23 02:38:43| INFO mul3wmc_sld finished [took 366.3960s]
17/11/23 02:38:52| INFO mulmc_sld finished [took 376.8004s]
17/11/23 02:40:20| INFO mul3wne_sld finished [took 365.8059s]
17/11/23 02:40:21| INFO mulne_sld finished [took 372.6814s]
17/11/23 02:40:22| INFO binmc_sld finished [took 471.0565s]
17/11/23 02:40:31| INFO binne_sld finished [took 465.3675s]
17/11/23 02:42:14| INFO ref finished [took 195.7012s]
17/11/23 02:42:33| INFO doc_feat finished [took 124.4406s]
17/11/23 02:42:33| INFO kfcv finished [took 222.4725s]
17/11/23 02:43:12| INFO atc_mc finished [took 165.6840s]
17/11/23 02:43:12| INFO atc_ne finished [took 165.1241s]
17/11/23 02:43:12| INFO Dataset sample 0.80 of dataset cifar10_9prevs finished [took 1022.0561s]
17/11/23 02:43:12| INFO Dataset sample 0.90 of dataset cifar10_9prevs started
17/11/23 02:49:26| INFO mul_sld finished [took 367.6211s]
17/11/23 02:49:27| INFO mul3w_sld finished [took 366.0576s]
17/11/23 02:49:29| INFO mul3wc_sld finished [took 365.1774s]
17/11/23 02:49:32| INFO mulc_sld finished [took 369.1540s]
17/11/23 02:51:02| INFO bin_sld finished [took 466.4912s]
17/11/23 02:51:11| INFO binc_sld finished [took 469.1844s]
17/11/23 02:55:47| INFO mulmc_sld finished [took 373.0358s]
17/11/23 02:55:48| INFO mul3wmc_sld finished [took 371.0762s]
17/11/23 02:57:18| INFO binmc_sld finished [took 465.6963s]
17/11/23 02:57:20| INFO mul3wne_sld finished [took 363.0469s]
17/11/23 02:57:24| INFO mulne_sld finished [took 375.0791s]
17/11/23 02:57:26| INFO binne_sld finished [took 466.2160s]
17/11/23 02:59:11| INFO ref finished [took 195.2301s]
17/11/23 02:59:33| INFO kfcv finished [took 219.3142s]
17/11/23 02:59:34| INFO doc_feat finished [took 125.3886s]
17/11/23 03:00:10| INFO atc_ne finished [took 162.9297s]
17/11/23 03:00:10| INFO atc_mc finished [took 165.2833s]
17/11/23 03:00:10| INFO Dataset sample 0.90 of dataset cifar10_9prevs finished [took 1018.2199s]
----------------------------------------------------------------------------------------------------
19/11/23 14:24:33| INFO dataset imdb_9prevs [pool size: 10]
19/11/23 14:24:46| INFO Dataset sample 0.10 of dataset imdb_9prevs started
19/11/23 14:24:51| WARNING Method doc failed. Exception: Classification metrics can't handle a mix of binary and continuous targets
19/11/23 14:24:57| INFO ref finished [took 9.6619s]
19/11/23 14:24:59| INFO atc_mc finished [took 11.3035s]
19/11/23 14:24:59| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 13.1901s]
19/11/23 14:24:59| INFO Dataset sample 0.20 of dataset imdb_9prevs started
----------------------------------------------------------------------------------------------------
19/11/23 14:26:50| INFO dataset imdb_9prevs [pool size: 10]
19/11/23 14:26:59| INFO Dataset sample 0.10 of dataset imdb_9prevs started
19/11/23 14:27:16| INFO ref finished [took 14.7925s]
19/11/23 14:27:21| INFO atc_mc finished [took 19.3715s]
----------------------------------------------------------------------------------------------------
19/11/23 14:27:45| INFO dataset imdb_9prevs [pool size: 10]
19/11/23 14:27:52| INFO Dataset sample 0.10 of dataset imdb_9prevs started
19/11/23 14:28:01| INFO ref finished [took 9.2258s]
19/11/23 14:28:02| INFO doc finished [took 8.0663s]
19/11/23 14:28:05| INFO atc_mc finished [took 11.9090s]
19/11/23 14:28:05| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 13.2098s]
19/11/23 14:28:05| INFO Dataset sample 0.20 of dataset imdb_9prevs started
19/11/23 14:28:15| INFO ref finished [took 9.5284s]
19/11/23 14:28:16| INFO doc finished [took 9.0860s]
19/11/23 14:28:18| INFO atc_mc finished [took 12.1072s]
19/11/23 14:28:18| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 13.5153s]
19/11/23 14:28:18| INFO Dataset sample 0.30 of dataset imdb_9prevs started
19/11/23 14:28:30| INFO doc finished [took 8.0385s]
19/11/23 14:28:30| INFO ref finished [took 8.9388s]
19/11/23 14:28:33| INFO atc_mc finished [took 11.6125s]
19/11/23 14:28:33| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 14.4884s]
19/11/23 14:28:33| INFO Dataset sample 0.40 of dataset imdb_9prevs started
19/11/23 14:28:44| INFO doc finished [took 8.9141s]
19/11/23 14:28:44| INFO ref finished [took 9.3807s]
19/11/23 14:28:47| INFO atc_mc finished [took 12.0032s]
19/11/23 14:28:47| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 13.8506s]
19/11/23 14:28:47| INFO Dataset sample 0.50 of dataset imdb_9prevs started
19/11/23 14:28:57| INFO doc finished [took 8.5278s]
19/11/23 14:28:57| INFO ref finished [took 9.2175s]
19/11/23 14:29:01| INFO atc_mc finished [took 12.0235s]
19/11/23 14:29:01| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 13.9145s]
19/11/23 14:29:01| INFO Dataset sample 0.60 of dataset imdb_9prevs started
19/11/23 14:29:11| INFO ref finished [took 9.5783s]
19/11/23 14:29:11| INFO doc finished [took 8.6809s]
19/11/23 14:29:15| INFO atc_mc finished [took 12.5512s]
19/11/23 14:29:15| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 14.0750s]
19/11/23 14:29:15| INFO Dataset sample 0.70 of dataset imdb_9prevs started
19/11/23 14:29:25| INFO doc finished [took 8.5566s]
19/11/23 14:29:26| INFO ref finished [took 9.4741s]
19/11/23 14:29:29| INFO atc_mc finished [took 11.9948s]
19/11/23 14:29:29| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 13.9351s]
19/11/23 14:29:29| INFO Dataset sample 0.80 of dataset imdb_9prevs started
19/11/23 14:29:39| INFO ref finished [took 9.1498s]
19/11/23 14:29:40| INFO doc finished [took 8.8862s]
19/11/23 14:29:42| INFO atc_mc finished [took 11.8499s]
19/11/23 14:29:42| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 13.8319s]
19/11/23 14:29:42| INFO Dataset sample 0.90 of dataset imdb_9prevs started
19/11/23 14:29:53| INFO ref finished [took 9.1983s]
19/11/23 14:29:53| INFO doc finished [took 8.4498s]
19/11/23 14:29:56| INFO atc_mc finished [took 11.8080s]
19/11/23 14:29:56| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 13.2720s]
----------------------------------------------------------------------------------------------------
19/11/23 14:34:57| INFO dataset rcv1_CCAT_9prevs [pool size: 10]
19/11/23 14:35:03| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
19/11/23 14:36:23| INFO ref finished [took 64.2691s]
19/11/23 14:36:24| INFO doc finished [took 59.7001s]
19/11/23 14:36:29| INFO atc_mc finished [took 68.1734s]
19/11/23 14:36:32| INFO binc_sld finished [took 86.1125s]
19/11/23 14:36:35| INFO binmc_sld finished [took 85.8409s]
19/11/23 14:36:38| INFO binne_sld finished [took 84.8886s]
19/11/23 14:36:39| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 95.7847s]
19/11/23 14:36:39| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
19/11/23 14:38:00| INFO ref finished [took 65.1577s]
19/11/23 14:38:01| INFO doc finished [took 59.7737s]
19/11/23 14:38:08| INFO binc_sld finished [took 85.6240s]
19/11/23 14:38:08| INFO atc_mc finished [took 70.3675s]
19/11/23 14:38:11| INFO binmc_sld finished [took 84.9437s]
19/11/23 14:38:12| INFO binne_sld finished [took 82.0087s]
19/11/23 14:38:12| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 93.4055s]
19/11/23 14:38:12| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
19/11/23 14:39:36| INFO ref finished [took 66.6877s]
19/11/23 14:39:37| INFO doc finished [took 60.2549s]
19/11/23 14:39:41| INFO binc_sld finished [took 85.5905s]
19/11/23 14:39:42| INFO atc_mc finished [took 68.3105s]
19/11/23 14:39:45| INFO binmc_sld finished [took 85.0408s]
19/11/23 14:39:46| INFO binne_sld finished [took 81.7190s]
19/11/23 14:39:46| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 94.2745s]
19/11/23 14:39:46| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
19/11/23 14:41:05| INFO ref finished [took 64.8656s]
19/11/23 14:41:05| INFO doc finished [took 60.2541s]
19/11/23 14:41:10| INFO binc_sld finished [took 81.1590s]
19/11/23 14:41:11| INFO binmc_sld finished [took 78.8047s]
19/11/23 14:41:11| INFO atc_mc finished [took 68.8821s]
19/11/23 14:41:15| INFO binne_sld finished [took 78.7655s]
19/11/23 14:41:15| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 88.3294s]
19/11/23 14:41:15| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
19/11/23 14:42:36| INFO ref finished [took 65.1484s]
19/11/23 14:42:38| INFO doc finished [took 59.7806s]
19/11/23 14:42:44| INFO binc_sld finished [took 86.1414s]
19/11/23 14:42:45| INFO atc_mc finished [took 70.8035s]
19/11/23 14:42:46| INFO binmc_sld finished [took 83.9061s]
19/11/23 14:42:47| INFO binne_sld finished [took 81.5603s]
19/11/23 14:42:47| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 92.9383s]
19/11/23 14:42:47| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
19/11/23 14:44:07| INFO ref finished [took 65.0701s]
19/11/23 14:44:10| INFO doc finished [took 61.4157s]
19/11/23 14:44:16| INFO atc_mc finished [took 70.1925s]
19/11/23 14:44:16| INFO binmc_sld finished [took 82.1601s]
19/11/23 14:44:18| INFO binne_sld finished [took 79.8115s]
19/11/23 14:44:21| INFO binc_sld finished [took 90.0953s]
19/11/23 14:44:21| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 93.0801s]
19/11/23 14:44:21| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
19/11/23 14:45:44| INFO ref finished [took 66.5430s]
19/11/23 14:45:46| INFO doc finished [took 59.8701s]
19/11/23 14:45:53| INFO binc_sld finished [took 89.1013s]
19/11/23 14:45:53| INFO atc_mc finished [took 71.5063s]
19/11/23 14:45:55| INFO binmc_sld finished [took 87.5898s]
19/11/23 14:46:00| INFO binne_sld finished [took 87.3623s]
19/11/23 14:46:00| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 99.1819s]
19/11/23 14:46:00| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
19/11/23 14:47:21| INFO ref finished [took 65.4252s]
19/11/23 14:47:21| INFO doc finished [took 58.9747s]
19/11/23 14:47:29| INFO atc_mc finished [took 70.1565s]
19/11/23 14:47:35| INFO binc_sld finished [took 92.3164s]
19/11/23 14:47:38| INFO binmc_sld finished [took 92.1430s]
19/11/23 14:47:42| INFO binne_sld finished [took 91.0357s]
19/11/23 14:47:42| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 101.8390s]
19/11/23 14:47:42| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
19/11/23 14:49:00| INFO ref finished [took 63.8495s]
19/11/23 14:49:02| INFO doc finished [took 58.6434s]
19/11/23 14:49:09| INFO atc_mc finished [took 69.2980s]
19/11/23 14:49:22| INFO binc_sld finished [took 96.9013s]
19/11/23 14:49:25| INFO binmc_sld finished [took 96.6175s]
19/11/23 14:49:27| INFO binne_sld finished [took 94.8655s]
19/11/23 14:49:27| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 105.2049s]
----------------------------------------------------------------------------------------------------
19/11/23 14:49:27| INFO dataset imdb_9prevs [pool size: 10]
19/11/23 14:49:36| INFO Dataset sample 0.10 of dataset imdb_9prevs started
19/11/23 14:50:09| INFO doc finished [took 19.5809s]
19/11/23 14:50:09| INFO ref finished [took 24.1516s]
19/11/23 14:50:15| INFO atc_mc finished [took 27.1919s]
19/11/23 14:50:42| INFO binne_sld finished [took 58.2923s]
19/11/23 14:50:42| INFO binc_sld finished [took 63.9055s]
19/11/23 14:50:42| INFO binmc_sld finished [took 61.6505s]
19/11/23 14:50:42| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 66.0254s]
19/11/23 14:50:42| INFO Dataset sample 0.20 of dataset imdb_9prevs started
19/11/23 14:51:15| INFO doc finished [took 19.1016s]
19/11/23 14:51:16| INFO ref finished [took 22.6889s]
19/11/23 14:51:23| INFO atc_mc finished [took 30.1294s]
19/11/23 14:51:47| INFO binc_sld finished [took 61.9672s]
19/11/23 14:51:48| INFO binmc_sld finished [took 59.3158s]
19/11/23 14:51:49| INFO binne_sld finished [took 56.7360s]
19/11/23 14:51:49| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 66.5519s]
19/11/23 14:51:49| INFO Dataset sample 0.30 of dataset imdb_9prevs started
19/11/23 14:52:28| INFO doc finished [took 20.8939s]
19/11/23 14:52:29| INFO ref finished [took 23.7440s]
19/11/23 14:52:36| INFO atc_mc finished [took 27.5318s]
19/11/23 14:52:47| INFO binc_sld finished [took 48.9803s]
19/11/23 14:52:47| INFO binmc_sld finished [took 46.5365s]
19/11/23 14:52:50| INFO binne_sld finished [took 46.3265s]
19/11/23 14:52:50| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 60.9812s]
19/11/23 14:52:50| INFO Dataset sample 0.40 of dataset imdb_9prevs started
19/11/23 14:53:24| INFO doc finished [took 20.1482s]
19/11/23 14:53:25| INFO ref finished [took 23.4442s]
19/11/23 14:53:31| INFO atc_mc finished [took 27.5411s]
19/11/23 14:53:41| INFO binmc_sld finished [took 44.5925s]
19/11/23 14:53:41| INFO binc_sld finished [took 49.9717s]
19/11/23 14:53:43| INFO binne_sld finished [took 44.0668s]
19/11/23 14:53:43| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 53.0919s]
19/11/23 14:53:43| INFO Dataset sample 0.50 of dataset imdb_9prevs started
19/11/23 14:54:17| INFO doc finished [took 20.6547s]
19/11/23 14:54:18| INFO ref finished [took 23.8148s]
19/11/23 14:54:25| INFO atc_mc finished [took 29.5162s]
19/11/23 14:54:32| INFO binc_sld finished [took 45.8337s]
19/11/23 14:54:33| INFO binmc_sld finished [took 43.4472s]
19/11/23 14:54:33| INFO binne_sld finished [took 43.8684s]
19/11/23 14:54:33| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 50.3850s]
19/11/23 14:54:33| INFO Dataset sample 0.60 of dataset imdb_9prevs started
19/11/23 14:55:06| INFO doc finished [took 21.1195s]
19/11/23 14:55:07| INFO ref finished [took 23.9974s]
19/11/23 14:55:14| INFO atc_mc finished [took 30.3238s]
19/11/23 14:55:23| INFO binmc_sld finished [took 45.4348s]
19/11/23 14:55:24| INFO binc_sld finished [took 47.9950s]
19/11/23 14:55:24| INFO binne_sld finished [took 43.2968s]
19/11/23 14:55:24| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 50.6027s]
19/11/23 14:55:24| INFO Dataset sample 0.70 of dataset imdb_9prevs started
19/11/23 14:55:59| INFO doc finished [took 19.7075s]
19/11/23 14:55:59| INFO ref finished [took 23.0012s]
19/11/23 14:56:06| INFO atc_mc finished [took 28.0330s]
19/11/23 14:56:16| INFO binc_sld finished [took 46.8877s]
19/11/23 14:56:17| INFO binmc_sld finished [took 44.8911s]
19/11/23 14:56:17| INFO binne_sld finished [took 45.2267s]
19/11/23 14:56:17| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 52.7128s]
19/11/23 14:56:17| INFO Dataset sample 0.80 of dataset imdb_9prevs started
19/11/23 14:56:51| INFO doc finished [took 20.4839s]
19/11/23 14:56:51| INFO ref finished [took 22.6835s]
19/11/23 14:56:58| INFO atc_mc finished [took 28.1940s]
19/11/23 14:57:18| INFO binmc_sld finished [took 55.0991s]
19/11/23 14:57:18| INFO binc_sld finished [took 54.6661s]
19/11/23 14:57:19| INFO binne_sld finished [took 52.9899s]
19/11/23 14:57:19| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 62.2310s]
19/11/23 14:57:19| INFO Dataset sample 0.90 of dataset imdb_9prevs started
19/11/23 14:57:50| INFO doc finished [took 20.7507s]
19/11/23 14:57:50| INFO ref finished [took 24.1299s]
19/11/23 14:57:59| INFO atc_mc finished [took 30.4774s]
19/11/23 14:58:11| INFO binne_sld finished [took 45.6334s]
19/11/23 14:58:11| INFO binmc_sld finished [took 47.5899s]
19/11/23 14:58:12| INFO binc_sld finished [took 50.8085s]
19/11/23 14:58:12| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 53.3934s]
----------------------------------------------------------------------------------------------------
19/11/23 16:45:51| INFO dataset imdb_9prevs [pool size: 10]
19/11/23 16:46:00| INFO Dataset sample 0.10 of dataset imdb_9prevs started
19/11/23 16:46:30| INFO doc finished [took 18.2413s]
19/11/23 16:46:31| INFO ref finished [took 22.6817s]
19/11/23 16:46:38| INFO atc_mc finished [took 26.6918s]
19/11/23 16:47:02| INFO binmc_sld finished [took 59.1542s]
19/11/23 16:47:03| INFO binne_sld finished [took 56.5118s]
19/11/23 16:47:04| INFO binc_sld finished [took 61.5650s]
19/11/23 16:47:04| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 64.0919s]
19/11/23 16:47:04| INFO Dataset sample 0.20 of dataset imdb_9prevs started
19/11/23 16:47:36| INFO doc finished [took 22.1336s]
19/11/23 16:47:37| INFO ref finished [took 22.9951s]
19/11/23 16:47:42| INFO atc_mc finished [took 29.0117s]
19/11/23 16:48:08| INFO binmc_sld finished [took 58.5071s]
19/11/23 16:48:09| INFO binc_sld finished [took 60.8304s]
19/11/23 16:48:10| INFO binne_sld finished [took 57.2976s]
19/11/23 16:48:10| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 66.0747s]
19/11/23 16:48:10| INFO Dataset sample 0.30 of dataset imdb_9prevs started
19/11/23 16:48:48| INFO doc finished [took 21.4406s]
19/11/23 16:48:49| INFO ref finished [took 23.6459s]
19/11/23 16:48:56| INFO atc_mc finished [took 29.7807s]
19/11/23 16:49:09| INFO binc_sld finished [took 49.0549s]
19/11/23 16:49:10| INFO binmc_sld finished [took 48.0159s]
19/11/23 16:49:11| INFO binne_sld finished [took 46.2107s]
19/11/23 16:49:11| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 60.7070s]
19/11/23 16:49:11| INFO Dataset sample 0.40 of dataset imdb_9prevs started
19/11/23 16:49:44| INFO doc finished [took 21.4574s]
19/11/23 16:49:45| INFO ref finished [took 23.4747s]
19/11/23 16:49:51| INFO atc_mc finished [took 28.4928s]
19/11/23 16:50:03| INFO binmc_sld finished [took 44.8219s]
19/11/23 16:50:03| INFO binc_sld finished [took 50.0285s]
19/11/23 16:50:03| INFO binne_sld finished [took 42.7802s]
19/11/23 16:50:03| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 52.1849s]
19/11/23 16:50:03| INFO Dataset sample 0.50 of dataset imdb_9prevs started
19/11/23 16:50:37| INFO doc finished [took 21.7813s]
19/11/23 16:50:37| INFO ref finished [took 24.9412s]
19/11/23 16:50:45| INFO atc_mc finished [took 29.1503s]
19/11/23 16:50:53| INFO binmc_sld finished [took 42.5583s]
19/11/23 16:50:54| INFO binc_sld finished [took 45.0347s]
19/11/23 16:50:55| INFO binne_sld finished [took 43.5459s]
19/11/23 16:50:55| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 51.8091s]
19/11/23 16:50:55| INFO Dataset sample 0.60 of dataset imdb_9prevs started
19/11/23 16:51:28| INFO doc finished [took 21.8803s]
19/11/23 16:51:29| INFO ref finished [took 25.6668s]
19/11/23 16:51:36| INFO atc_mc finished [took 30.9659s]
19/11/23 16:51:45| INFO binmc_sld finished [took 46.8038s]
19/11/23 16:51:46| INFO binne_sld finished [took 44.0383s]
19/11/23 16:51:46| INFO binc_sld finished [took 48.7870s]
19/11/23 16:51:46| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 51.3499s]
19/11/23 16:51:46| INFO Dataset sample 0.70 of dataset imdb_9prevs started
19/11/23 16:52:20| INFO doc finished [took 21.2332s]
19/11/23 16:52:21| INFO ref finished [took 23.0943s]
19/11/23 16:52:28| INFO atc_mc finished [took 29.3320s]
19/11/23 16:52:39| INFO binmc_sld finished [took 44.3370s]
19/11/23 16:52:39| INFO binne_sld finished [took 43.0368s]
19/11/23 16:52:39| INFO binc_sld finished [took 46.1570s]
19/11/23 16:52:39| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 53.1689s]
19/11/23 16:52:39| INFO Dataset sample 0.80 of dataset imdb_9prevs started
19/11/23 16:53:14| INFO doc finished [took 20.1698s]
19/11/23 16:53:14| INFO ref finished [took 23.2513s]
19/11/23 16:53:21| INFO atc_mc finished [took 27.5763s]
19/11/23 16:53:42| INFO binne_sld finished [took 52.5427s]
19/11/23 16:53:42| INFO binc_sld finished [took 58.8222s]
19/11/23 16:53:43| INFO binmc_sld finished [took 58.1268s]
19/11/23 16:53:43| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 63.8906s]
19/11/23 16:53:43| INFO Dataset sample 0.90 of dataset imdb_9prevs started
19/11/23 16:54:14| INFO doc finished [took 20.3544s]
19/11/23 16:54:15| INFO ref finished [took 23.0896s]
19/11/23 16:54:22| INFO atc_mc finished [took 29.7740s]
19/11/23 16:54:33| INFO binne_sld finished [took 46.2084s]
19/11/23 16:54:34| INFO binc_sld finished [took 47.9653s]
19/11/23 16:54:35| INFO binmc_sld finished [took 46.9666s]
19/11/23 16:54:35| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 51.7033s]
----------------------------------------------------------------------------------------------------
19/11/23 17:08:02| INFO dataset imdb_9prevs [pool size: 10]
19/11/23 17:08:11| INFO Dataset sample 0.10 of dataset imdb_9prevs started
19/11/23 17:08:13| WARNING Method binc_sld failed. Exception: axis 1 is out of bounds for array of dimension 1
19/11/23 17:08:15| WARNING Method binmc_sld failed. Exception: axis 1 is out of bounds for array of dimension 1
19/11/23 17:08:16| WARNING Method binne_sld failed. Exception: axis 1 is out of bounds for array of dimension 1
19/11/23 17:08:33| INFO doc finished [took 15.0248s]
19/11/23 17:08:34| INFO ref finished [took 16.4152s]
19/11/23 17:08:40| INFO atc_mc finished [took 21.6936s]
19/11/23 17:08:40| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 28.0926s]
19/11/23 17:08:40| INFO Dataset sample 0.20 of dataset imdb_9prevs started
19/11/23 17:08:44| WARNING Method binc_sld failed. Exception: axis 1 is out of bounds for array of dimension 1
----------------------------------------------------------------------------------------------------
19/11/23 17:10:01| INFO dataset imdb_9prevs [pool size: 10]
19/11/23 17:10:11| INFO Dataset sample 0.10 of dataset imdb_9prevs started
19/11/23 17:10:25| WARNING Method binmc_sld failed. Exception: fun: -595.6846992664824
hess_inv: <4x4 LbfgsInvHessProduct with dtype=float64>
jac: array([-0.07668312, 0.07087432, -0.0999424 , 0.9000576 ])
message: 'ABNORMAL_TERMINATION_IN_LNSRCH'
nfev: 3535
nit: 347
njev: 3535
status: 2
success: False
x: array([ 0.00000000e+00, 1.88794523e-04, -7.45496383e+02, -7.44507602e+02])
19/11/23 17:10:25| WARNING Method binc_sld failed. Exception: fun: -595.6846992664824
hess_inv: <4x4 LbfgsInvHessProduct with dtype=float64>
jac: array([-0.07668312, 0.07087432, -0.0999424 , 0.9000576 ])
message: 'ABNORMAL_TERMINATION_IN_LNSRCH'
nfev: 3535
nit: 347
njev: 3535
status: 2
success: False
x: array([ 0.00000000e+00, 1.88794523e-04, -7.45496383e+02, -7.44507602e+02])
19/11/23 17:10:25| WARNING Method binne_sld failed. Exception: fun: -595.6846992664824
hess_inv: <4x4 LbfgsInvHessProduct with dtype=float64>
jac: array([-0.07668312, 0.07087432, -0.0999424 , 0.9000576 ])
message: 'ABNORMAL_TERMINATION_IN_LNSRCH'
nfev: 3535
nit: 347
njev: 3535
status: 2
success: False
x: array([ 0.00000000e+00, 1.88794523e-04, -7.45496383e+02, -7.44507602e+02])
19/11/23 17:10:33| INFO doc finished [took 15.6859s]
19/11/23 17:10:34| INFO ref finished [took 17.7471s]
19/11/23 17:10:40| INFO atc_mc finished [took 22.6711s]
19/11/23 17:10:40| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 29.2489s]
19/11/23 17:10:40| INFO Dataset sample 0.20 of dataset imdb_9prevs started
19/11/23 17:10:48| WARNING Method binmc_sld failed. Exception: ConfidenceBasedAccuracyEstimator.__get_ext() takes 2 positional arguments but 3 were given
19/11/23 17:10:48| WARNING Method binc_sld failed. Exception: ConfidenceBasedAccuracyEstimator.__get_ext() takes 2 positional arguments but 3 were given
19/11/23 17:10:48| WARNING Method binne_sld failed. Exception: ConfidenceBasedAccuracyEstimator.__get_ext() takes 2 positional arguments but 3 were given
19/11/23 17:11:03| INFO doc finished [took 15.0399s]
19/11/23 17:11:04| INFO ref finished [took 16.4090s]
19/11/23 17:11:10| INFO atc_mc finished [took 21.7411s]
19/11/23 17:11:10| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 29.9082s]
19/11/23 17:11:10| INFO Dataset sample 0.30 of dataset imdb_9prevs started
19/11/23 17:11:23| WARNING Method binc_sld failed. Exception: fun: -306.66614994535826
hess_inv: <4x4 LbfgsInvHessProduct with dtype=float64>
jac: array([0.20304325, 0.00905259, 0.16074069, 0.23931692])
message: 'ABNORMAL_TERMINATION_IN_LNSRCH'
nfev: 336
nit: 66
njev: 336
status: 2
success: False
x: array([ 0. , 1.91945785, -744.95694256, -744.94606302])
19/11/23 17:11:24| WARNING Method binmc_sld failed. Exception: fun: -306.66614994535826
hess_inv: <4x4 LbfgsInvHessProduct with dtype=float64>
jac: array([0.20304325, 0.00905259, 0.16074069, 0.23931692])
message: 'ABNORMAL_TERMINATION_IN_LNSRCH'
nfev: 336
nit: 66
njev: 336
status: 2
success: False
x: array([ 0. , 1.91945785, -744.95694256, -744.94606302])
19/11/23 17:11:24| WARNING Method binne_sld failed. Exception: fun: -306.66614994535826
hess_inv: <4x4 LbfgsInvHessProduct with dtype=float64>
jac: array([0.20304325, 0.00905259, 0.16074069, 0.23931692])
message: 'ABNORMAL_TERMINATION_IN_LNSRCH'
nfev: 336
nit: 66
njev: 336
status: 2
success: False
x: array([ 0. , 1.91945785, -744.95694256, -744.94606302])
----------------------------------------------------------------------------------------------------
19/11/23 17:18:11| INFO dataset imdb_9prevs [pool size: 10]
19/11/23 17:18:18| INFO Dataset sample 0.10 of dataset imdb_9prevs started
19/11/23 17:18:37| INFO ref finished [took 14.5211s]
19/11/23 17:18:37| INFO doc finished [took 14.4497s]
19/11/23 17:18:41| INFO atc_mc finished [took 18.3791s]
19/11/23 17:21:43| INFO binne_sld finished [took 202.4055s]
19/11/23 17:21:44| INFO binmc_sld finished [took 204.2414s]
19/11/23 17:21:44| INFO binc_sld finished [took 204.7832s]
19/11/23 17:21:44| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 206.1211s]
19/11/23 17:21:44| INFO Dataset sample 0.20 of dataset imdb_9prevs started
19/11/23 17:22:03| INFO doc finished [took 14.4127s]
19/11/23 17:22:04| INFO ref finished [took 15.0942s]
19/11/23 17:22:07| INFO atc_mc finished [took 18.4444s]
19/11/23 17:25:04| INFO binmc_sld finished [took 196.8827s]
19/11/23 17:25:04| INFO binc_sld finished [took 198.9891s]
19/11/23 17:25:08| INFO binne_sld finished [took 200.2195s]
19/11/23 17:25:08| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 203.8433s]
19/11/23 17:25:08| INFO Dataset sample 0.30 of dataset imdb_9prevs started
19/11/23 17:25:29| INFO doc finished [took 14.1024s]
19/11/23 17:25:30| INFO ref finished [took 15.3842s]
19/11/23 17:25:34| INFO atc_mc finished [took 18.9399s]
19/11/23 17:28:27| INFO binne_sld finished [took 193.7037s]
19/11/23 17:28:28| INFO binmc_sld finished [took 195.6142s]
19/11/23 17:28:28| INFO binc_sld finished [took 196.9330s]
19/11/23 17:28:28| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 200.5471s]
19/11/23 17:28:28| INFO Dataset sample 0.40 of dataset imdb_9prevs started
19/11/23 17:28:48| INFO doc finished [took 14.2358s]
19/11/23 17:28:48| INFO ref finished [took 15.6814s]
19/11/23 17:28:52| INFO atc_mc finished [took 18.8594s]
19/11/23 17:31:01| INFO binmc_sld finished [took 150.0442s]
19/11/23 17:31:01| INFO binc_sld finished [took 151.2891s]
19/11/23 17:31:02| INFO binne_sld finished [took 150.5066s]
19/11/23 17:31:02| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 153.8395s]
19/11/23 17:31:02| INFO Dataset sample 0.50 of dataset imdb_9prevs started
19/11/23 17:31:24| INFO doc finished [took 14.2196s]
19/11/23 17:31:24| INFO ref finished [took 16.5732s]
19/11/23 17:31:28| INFO atc_mc finished [took 18.5824s]
19/11/23 17:34:43| INFO binmc_sld finished [took 215.0384s]
19/11/23 17:34:44| INFO binc_sld finished [took 216.3005s]
19/11/23 17:34:46| INFO binne_sld finished [took 217.6596s]
19/11/23 17:34:46| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 223.8441s]
19/11/23 17:34:46| INFO Dataset sample 0.60 of dataset imdb_9prevs started
19/11/23 17:35:06| INFO doc finished [took 14.7948s]
19/11/23 17:35:06| INFO ref finished [took 15.4628s]
19/11/23 17:35:10| INFO atc_mc finished [took 19.3333s]
19/11/23 17:37:07| INFO binc_sld finished [took 139.3169s]
19/11/23 17:37:07| INFO binmc_sld finished [took 138.4585s]
19/11/23 17:37:07| INFO binne_sld finished [took 137.4471s]
19/11/23 17:37:07| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 141.2550s]
19/11/23 17:37:07| INFO Dataset sample 0.70 of dataset imdb_9prevs started
19/11/23 17:37:27| INFO doc finished [took 13.7406s]
19/11/23 17:37:27| INFO ref finished [took 14.9072s]
19/11/23 17:37:30| INFO atc_mc finished [took 17.4337s]
19/11/23 17:39:51| INFO binc_sld finished [took 161.0455s]
19/11/23 17:39:51| INFO binmc_sld finished [took 159.9109s]
19/11/23 17:39:52| INFO binne_sld finished [took 160.1666s]
19/11/23 17:39:52| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 164.4163s]
19/11/23 17:39:52| INFO Dataset sample 0.80 of dataset imdb_9prevs started
19/11/23 17:40:13| INFO doc finished [took 12.7364s]
19/11/23 17:40:13| INFO ref finished [took 14.2557s]
19/11/23 17:40:17| INFO atc_mc finished [took 17.4469s]
19/11/23 17:43:37| INFO binmc_sld finished [took 220.6302s]
19/11/23 17:43:38| INFO binc_sld finished [took 223.2326s]
19/11/23 17:43:39| INFO binne_sld finished [took 220.9998s]
19/11/23 17:43:39| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 227.0679s]
19/11/23 17:43:39| INFO Dataset sample 0.90 of dataset imdb_9prevs started
19/11/23 17:43:56| INFO doc finished [took 12.2417s]
19/11/23 17:43:56| INFO ref finished [took 13.5553s]
19/11/23 17:44:00| INFO atc_mc finished [took 16.9343s]
19/11/23 17:47:20| INFO binmc_sld finished [took 218.6766s]
19/11/23 17:47:21| INFO binne_sld finished [took 218.7460s]
19/11/23 17:47:21| INFO binc_sld finished [took 219.2882s]
19/11/23 17:47:21| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 222.2446s]
----------------------------------------------------------------------------------------------------
19/11/23 18:11:10| INFO dataset imdb_9prevs [pool size: 10]
19/11/23 18:11:19| INFO Dataset sample 0.10 of dataset imdb_9prevs started
19/11/23 18:11:50| INFO doc finished [took 19.2949s]
19/11/23 18:11:51| INFO ref finished [took 22.4626s]
19/11/23 18:11:57| INFO atc_mc finished [took 26.6490s]
19/11/23 18:12:22| INFO binc_sld finished [took 60.8780s]
19/11/23 18:12:23| INFO binne_sld finished [took 56.4074s]
19/11/23 18:12:23| INFO binmc_sld finished [took 60.0194s]
19/11/23 18:12:23| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 63.4951s]
19/11/23 18:12:23| INFO Dataset sample 0.20 of dataset imdb_9prevs started
19/11/23 18:12:54| INFO doc finished [took 20.2041s]
19/11/23 18:12:55| INFO ref finished [took 21.9111s]
19/11/23 18:13:02| INFO atc_mc finished [took 28.4243s]
19/11/23 18:13:28| INFO binc_sld finished [took 61.4722s]
19/11/23 18:13:28| INFO binne_sld finished [took 56.5862s]
19/11/23 18:13:28| INFO binmc_sld finished [took 60.8506s]
19/11/23 18:13:28| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 65.3685s]
19/11/23 18:13:28| INFO Dataset sample 0.30 of dataset imdb_9prevs started
19/11/23 18:14:07| INFO doc finished [took 20.6297s]
19/11/23 18:14:08| INFO ref finished [took 24.3863s]
19/11/23 18:14:15| INFO atc_mc finished [took 28.5844s]
19/11/23 18:14:27| INFO binc_sld finished [took 50.1406s]
19/11/23 18:14:28| INFO binmc_sld finished [took 47.5910s]
19/11/23 18:14:28| INFO binne_sld finished [took 44.6222s]
19/11/23 18:14:28| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 59.8974s]
19/11/23 18:14:28| INFO Dataset sample 0.40 of dataset imdb_9prevs started
19/11/23 18:15:04| INFO doc finished [took 21.0882s]
19/11/23 18:15:04| INFO ref finished [took 24.8715s]
19/11/23 18:15:11| INFO atc_mc finished [took 31.0063s]
19/11/23 18:15:20| INFO binmc_sld finished [took 45.5985s]
19/11/23 18:15:22| INFO binne_sld finished [took 43.6949s]
19/11/23 18:15:22| INFO binc_sld finished [took 48.0274s]
19/11/23 18:15:22| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 54.1688s]
19/11/23 18:15:22| INFO Dataset sample 0.50 of dataset imdb_9prevs started
19/11/23 18:15:57| INFO doc finished [took 21.6275s]
19/11/23 18:15:57| INFO ref finished [took 24.0525s]
19/11/23 18:16:04| INFO atc_mc finished [took 30.9620s]
19/11/23 18:16:12| INFO binmc_sld finished [took 45.5321s]
19/11/23 18:16:13| INFO binc_sld finished [took 44.3017s]
19/11/23 18:16:14| INFO binne_sld finished [took 41.6713s]
19/11/23 18:16:14| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 51.3922s]
19/11/23 18:16:14| INFO Dataset sample 0.60 of dataset imdb_9prevs started
19/11/23 18:16:46| INFO doc finished [took 21.6048s]
19/11/23 18:16:47| INFO ref finished [took 23.5465s]
19/11/23 18:16:53| INFO atc_mc finished [took 29.2836s]
19/11/23 18:17:03| INFO binc_sld finished [took 46.5709s]
19/11/23 18:17:03| INFO binmc_sld finished [took 45.1560s]
19/11/23 18:17:04| INFO binne_sld finished [took 43.6591s]
19/11/23 18:17:04| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 50.1296s]
19/11/23 18:17:04| INFO Dataset sample 0.70 of dataset imdb_9prevs started
19/11/23 18:17:39| INFO doc finished [took 21.3066s]
19/11/23 18:17:39| INFO ref finished [took 25.8099s]
19/11/23 18:17:46| INFO atc_mc finished [took 29.8067s]
19/11/23 18:17:56| INFO binmc_sld finished [took 44.9994s]
19/11/23 18:17:56| INFO binc_sld finished [took 46.5171s]
19/11/23 18:17:57| INFO binne_sld finished [took 43.0452s]
19/11/23 18:17:57| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 53.1428s]
19/11/23 18:17:57| INFO Dataset sample 0.80 of dataset imdb_9prevs started
19/11/23 18:18:32| INFO doc finished [took 19.9936s]
19/11/23 18:18:32| INFO ref finished [took 22.4799s]
19/11/23 18:18:39| INFO atc_mc finished [took 29.1331s]
19/11/23 18:18:59| INFO binne_sld finished [took 51.5866s]
19/11/23 18:18:59| INFO binc_sld finished [took 56.4713s]
19/11/23 18:19:00| INFO binmc_sld finished [took 54.8087s]
19/11/23 18:19:00| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 62.7750s]
19/11/23 18:19:00| INFO Dataset sample 0.90 of dataset imdb_9prevs started
19/11/23 18:19:31| INFO doc finished [took 20.4376s]
19/11/23 18:19:32| INFO ref finished [took 24.4953s]
19/11/23 18:19:38| INFO atc_mc finished [took 28.3290s]
19/11/23 18:19:50| INFO binc_sld finished [took 47.1278s]
19/11/23 18:19:51| INFO binne_sld finished [took 45.4607s]
19/11/23 18:19:51| INFO binmc_sld finished [took 47.4927s]
19/11/23 18:19:51| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 51.2145s]
----------------------------------------------------------------------------------------------------
19/11/23 18:22:04| INFO dataset imdb_9prevs [pool size: 10]
19/11/23 18:22:14| INFO Dataset sample 0.10 of dataset imdb_9prevs started
19/11/23 18:22:43| INFO doc finished [took 17.8801s]
19/11/23 18:22:43| INFO ref finished [took 20.9234s]
19/11/23 18:22:50| INFO atc_mc finished [took 24.8799s]
19/11/23 18:23:14| INFO binc_sld finished [took 58.2597s]
19/11/23 18:23:14| INFO binne_sld finished [took 56.1394s]
19/11/23 18:23:15| INFO binmc_sld finished [took 57.0692s]
19/11/23 18:23:15| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 61.6783s]
19/11/23 18:23:15| INFO Dataset sample 0.20 of dataset imdb_9prevs started
19/11/23 18:23:45| INFO doc finished [took 18.1790s]
19/11/23 18:23:46| INFO ref finished [took 20.3359s]
19/11/23 18:23:53| INFO atc_mc finished [took 26.7497s]
19/11/23 18:24:13| INFO binne_sld finished [took 50.4215s]
19/11/23 18:24:16| INFO binmc_sld finished [took 54.7121s]
19/11/23 18:24:17| INFO binc_sld finished [took 57.3442s]
19/11/23 18:24:17| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 61.2930s]
19/11/23 18:24:17| INFO Dataset sample 0.30 of dataset imdb_9prevs started
19/11/23 18:24:55| INFO doc finished [took 19.6176s]
19/11/23 18:24:56| INFO ref finished [took 23.6219s]
19/11/23 18:25:02| INFO atc_mc finished [took 27.2067s]
19/11/23 18:25:18| INFO binc_sld finished [took 52.8540s]
19/11/23 18:25:19| INFO binmc_sld finished [took 51.7882s]
19/11/23 18:25:22| INFO binne_sld finished [took 50.3933s]
19/11/23 18:25:22| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 64.8360s]
19/11/23 18:25:22| INFO Dataset sample 0.40 of dataset imdb_9prevs started
19/11/23 18:25:57| INFO doc finished [took 22.1598s]
19/11/23 18:25:57| INFO ref finished [took 25.0719s]
19/11/23 18:26:03| INFO atc_mc finished [took 29.5892s]
19/11/23 18:26:17| INFO binmc_sld finished [took 47.3350s]
19/11/23 18:26:17| INFO binc_sld finished [took 49.8096s]
19/11/23 18:26:22| INFO binne_sld finished [took 51.0971s]
19/11/23 18:26:22| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 60.1661s]
19/11/23 18:26:22| INFO Dataset sample 0.50 of dataset imdb_9prevs started
19/11/23 18:26:56| INFO doc finished [took 22.1252s]
19/11/23 18:26:56| INFO ref finished [took 24.0740s]
19/11/23 18:27:02| INFO atc_mc finished [took 30.7025s]
19/11/23 18:27:14| INFO binmc_sld finished [took 44.1819s]
19/11/23 18:27:14| INFO binc_sld finished [took 48.4355s]
19/11/23 18:27:17| INFO binne_sld finished [took 46.2974s]
19/11/23 18:27:17| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 55.5199s]
19/11/23 18:27:17| INFO Dataset sample 0.60 of dataset imdb_9prevs started
19/11/23 18:27:51| INFO doc finished [took 22.4606s]
19/11/23 18:27:51| INFO ref finished [took 24.8789s]
19/11/23 18:27:58| INFO atc_mc finished [took 29.1385s]
19/11/23 18:28:09| INFO binc_sld finished [took 49.6116s]
19/11/23 18:28:10| INFO binmc_sld finished [took 48.6527s]
19/11/23 18:28:12| INFO binne_sld finished [took 46.0670s]
19/11/23 18:28:12| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 54.4336s]
19/11/23 18:28:12| INFO Dataset sample 0.70 of dataset imdb_9prevs started
19/11/23 18:28:46| INFO doc finished [took 21.2565s]
19/11/23 18:28:46| INFO ref finished [took 23.8927s]
19/11/23 18:28:53| INFO atc_mc finished [took 30.5197s]
19/11/23 18:29:05| INFO binc_sld finished [took 48.6775s]
19/11/23 18:29:06| INFO binmc_sld finished [took 45.3035s]
19/11/23 18:29:09| INFO binne_sld finished [took 47.1706s]
19/11/23 18:29:09| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 57.2739s]
19/11/23 18:29:09| INFO Dataset sample 0.80 of dataset imdb_9prevs started
19/11/23 18:29:42| INFO doc finished [took 18.5240s]
19/11/23 18:29:43| INFO ref finished [took 21.8903s]
19/11/23 18:29:50| INFO atc_mc finished [took 26.2267s]
19/11/23 18:30:08| INFO binmc_sld finished [took 51.8406s]
19/11/23 18:30:09| INFO binne_sld finished [took 51.0767s]
19/11/23 18:30:09| INFO binc_sld finished [took 56.6035s]
19/11/23 18:30:09| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 60.1379s]
19/11/23 18:30:09| INFO Dataset sample 0.90 of dataset imdb_9prevs started
19/11/23 18:30:40| INFO doc finished [took 21.5119s]
19/11/23 18:30:41| INFO ref finished [took 23.5824s]
19/11/23 18:30:47| INFO atc_mc finished [took 29.6170s]
19/11/23 18:30:58| INFO binne_sld finished [took 45.4093s]
19/11/23 18:30:59| INFO binc_sld finished [took 47.0583s]
19/11/23 18:31:00| INFO binmc_sld finished [took 46.4880s]
19/11/23 18:31:00| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 51.3101s]
----------------------------------------------------------------------------------------------------
19/11/23 18:39:38| INFO dataset imdb_9prevs [pool size: 10]
19/11/23 18:39:47| INFO Dataset sample 0.10 of dataset imdb_9prevs started
19/11/23 18:40:47| INFO doc finished [took 42.0612s]
19/11/23 18:40:49| INFO ref finished [took 46.7424s]
19/11/23 18:40:53| INFO mulc_sld finished [took 61.5488s]
19/11/23 18:40:59| INFO atc_mc finished [took 55.2418s]
19/11/23 18:41:00| INFO mulmc_sld finished [took 64.4950s]
19/11/23 18:41:01| INFO mulne_sld finished [took 58.9139s]
19/11/23 18:41:14| INFO binc_sld finished [took 84.0531s]
19/11/23 18:41:15| INFO binmc_sld finished [took 81.1781s]
19/11/23 18:41:22| INFO binne_sld finished [took 84.2111s]
19/11/23 18:41:22| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 94.8732s]
19/11/23 18:41:22| INFO Dataset sample 0.20 of dataset imdb_9prevs started
19/11/23 18:42:18| INFO ref finished [took 38.0069s]
19/11/23 18:42:26| INFO doc finished [took 43.4832s]
19/11/23 18:42:32| INFO atc_mc finished [took 50.7452s]
19/11/23 18:42:34| INFO mulmc_sld finished [took 61.3979s]
19/11/23 18:42:37| INFO mulne_sld finished [took 59.6374s]
19/11/23 18:42:41| INFO mulc_sld finished [took 74.7355s]
19/11/23 18:42:52| INFO binc_sld finished [took 86.2241s]
19/11/23 18:42:58| INFO binmc_sld finished [took 88.8853s]
19/11/23 18:42:58| INFO binne_sld finished [took 83.2734s]
19/11/23 18:42:58| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 95.8377s]
19/11/23 18:42:58| INFO Dataset sample 0.30 of dataset imdb_9prevs started
19/11/23 18:44:10| INFO ref finished [took 47.2416s]
19/11/23 18:44:17| INFO doc finished [took 52.8857s]
19/11/23 18:44:31| INFO mulne_sld finished [took 71.8977s]
19/11/23 18:44:32| INFO atc_mc finished [took 69.6723s]
19/11/23 18:44:37| INFO mulc_sld finished [took 82.9713s]
19/11/23 18:44:41| INFO binc_sld finished [took 93.7943s]
19/11/23 18:44:41| INFO mulmc_sld finished [took 83.5402s]
19/11/23 18:44:42| INFO binmc_sld finished [took 85.3519s]
19/11/23 18:44:43| INFO binne_sld finished [took 81.3494s]
19/11/23 18:44:43| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 104.5215s]
19/11/23 18:44:43| INFO Dataset sample 0.40 of dataset imdb_9prevs started
19/11/23 18:45:48| INFO ref finished [took 47.7744s]
19/11/23 18:45:55| INFO doc finished [took 51.7180s]
19/11/23 18:46:04| INFO atc_mc finished [took 63.3996s]
19/11/23 18:46:12| INFO mulne_sld finished [took 73.6585s]
19/11/23 18:46:12| INFO binc_sld finished [took 84.5622s]
19/11/23 18:46:18| INFO binmc_sld finished [took 83.3563s]
19/11/23 18:46:19| INFO mulmc_sld finished [took 85.3198s]
19/11/23 18:46:20| INFO mulc_sld finished [took 91.3679s]
19/11/23 18:46:20| INFO binne_sld finished [took 87.1135s]
19/11/23 18:46:20| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 97.6831s]
19/11/23 18:46:20| INFO Dataset sample 0.50 of dataset imdb_9prevs started
19/11/23 18:47:35| INFO doc finished [took 55.1571s]
19/11/23 18:47:36| INFO ref finished [took 58.1473s]
19/11/23 18:47:45| INFO atc_mc finished [took 66.0453s]
19/11/23 18:47:50| INFO binc_sld finished [took 84.3122s]
19/11/23 18:47:50| INFO mulmc_sld finished [took 75.7539s]
19/11/23 18:47:51| INFO mulne_sld finished [took 75.6100s]
19/11/23 18:47:59| INFO mulc_sld finished [took 89.6988s]
19/11/23 18:47:59| INFO binmc_sld finished [took 90.0782s]
19/11/23 18:48:01| INFO binne_sld finished [took 86.9830s]
19/11/23 18:48:01| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 100.4602s]
19/11/23 18:48:01| INFO Dataset sample 0.60 of dataset imdb_9prevs started
19/11/23 18:49:13| INFO doc finished [took 54.5038s]
19/11/23 18:49:15| INFO ref finished [took 59.5989s]
19/11/23 18:49:15| INFO atc_mc finished [took 58.0249s]
19/11/23 18:49:28| INFO mulc_sld finished [took 79.6772s]
19/11/23 18:49:28| INFO binmc_sld finished [took 78.3720s]
19/11/23 18:49:33| INFO mulmc_sld finished [took 80.8972s]
19/11/23 18:49:35| INFO mulne_sld finished [took 81.2188s]
19/11/23 18:49:36| INFO binc_sld finished [took 90.8013s]
19/11/23 18:49:39| INFO binne_sld finished [took 86.7514s]
19/11/23 18:49:39| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 98.4566s]
19/11/23 18:49:39| INFO Dataset sample 0.70 of dataset imdb_9prevs started
19/11/23 18:50:47| INFO doc finished [took 46.4536s]
19/11/23 18:50:48| INFO ref finished [took 48.6087s]
19/11/23 18:51:10| INFO atc_mc finished [took 70.4374s]
19/11/23 18:51:11| INFO mulc_sld finished [took 81.7437s]
19/11/23 18:51:11| INFO mulmc_sld finished [took 78.5972s]
19/11/23 18:51:12| INFO mulne_sld finished [took 75.4022s]
19/11/23 18:51:15| INFO binne_sld finished [took 80.7768s]
19/11/23 18:51:15| INFO binmc_sld finished [took 84.9707s]
19/11/23 18:51:22| INFO binc_sld finished [took 96.4131s]
19/11/23 18:51:22| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 102.6423s]
19/11/23 18:51:22| INFO Dataset sample 0.80 of dataset imdb_9prevs started
19/11/23 18:52:35| INFO doc finished [took 51.5735s]
19/11/23 18:52:35| INFO ref finished [took 54.3748s]
19/11/23 18:52:43| INFO atc_mc finished [took 60.6528s]
19/11/23 18:52:44| INFO mulc_sld finished [took 74.2069s]
19/11/23 18:52:52| INFO mulmc_sld finished [took 76.6810s]
19/11/23 18:52:54| INFO mulne_sld finished [took 75.4376s]
19/11/23 18:52:58| INFO binc_sld finished [took 90.4086s]
19/11/23 18:52:58| INFO binne_sld finished [took 80.3181s]
19/11/23 18:53:07| INFO binmc_sld finished [took 94.3656s]
19/11/23 18:53:07| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 105.5271s]
19/11/23 18:53:08| INFO Dataset sample 0.90 of dataset imdb_9prevs started
19/11/23 18:54:15| INFO ref finished [took 54.6314s]
19/11/23 18:54:15| INFO doc finished [took 50.8868s]
19/11/23 18:54:16| INFO atc_mc finished [took 55.1184s]
19/11/23 18:54:21| INFO mulne_sld finished [took 62.5328s]
19/11/23 18:54:29| INFO binc_sld finished [took 79.6967s]
19/11/23 18:54:30| INFO mulc_sld finished [took 75.0899s]
19/11/23 18:54:30| INFO mulmc_sld finished [took 74.2348s]
19/11/23 18:54:37| INFO binne_sld finished [took 78.3799s]
19/11/23 18:54:38| INFO binmc_sld finished [took 83.6068s]
19/11/23 18:54:38| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 90.2295s]
----------------------------------------------------------------------------------------------------
19/11/23 19:19:01| INFO dataset imdb_9prevs [pool size: 10]
19/11/23 19:19:10| INFO Dataset sample 0.10 of dataset imdb_9prevs started
19/11/23 19:19:25| WARNING Method bints_sld failed. Exception: can't multiply sequence by non-int of type 'numpy.float64'
19/11/23 19:19:29| WARNING Method mults_sld failed. Exception: can't multiply sequence by non-int of type 'numpy.float64'
----------------------------------------------------------------------------------------------------
19/11/23 19:22:41| INFO dataset imdb_9prevs [pool size: 10]
19/11/23 19:22:50| INFO Dataset sample 0.10 of dataset imdb_9prevs started
19/11/23 19:23:05| WARNING Method bints_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array.
19/11/23 19:23:08| WARNING Method mults_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array.
19/11/23 19:23:48| INFO ref finished [took 39.0140s]
19/11/23 19:23:54| INFO doc finished [took 39.8326s]
19/11/23 19:24:03| INFO atc_mc finished [took 51.9025s]
19/11/23 19:24:03| INFO mulc_sld finished [took 69.4163s]
19/11/23 19:24:11| INFO mulne_sld finished [took 68.3830s]
19/11/23 19:24:22| INFO binc_sld finished [took 89.4825s]
19/11/23 19:24:28| INFO binmc_sld finished [took 92.0946s]
19/11/23 19:24:29| INFO binne_sld finished [took 88.7162s]
19/11/23 19:24:44| INFO mulmc_sld finished [took 107.4107s]
19/11/23 19:24:44| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 113.4918s]
19/11/23 19:24:44| INFO Dataset sample 0.20 of dataset imdb_9prevs started
19/11/23 19:25:01| WARNING Method bints_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array.
19/11/23 19:25:04| WARNING Method mults_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array.
19/11/23 19:25:55| INFO doc finished [took 43.6512s]
19/11/23 19:25:56| INFO ref finished [took 49.4358s]
19/11/23 19:26:04| INFO atc_mc finished [took 55.3730s]
19/11/23 19:26:24| INFO binmc_sld finished [took 93.3904s]
19/11/23 19:26:25| INFO binne_sld finished [took 89.5951s]
19/11/23 19:26:27| INFO mulne_sld finished [took 88.8770s]
19/11/23 19:26:33| INFO mulc_sld finished [took 104.6236s]
19/11/23 19:26:33| INFO binc_sld finished [took 106.6419s]
19/11/23 19:26:35| INFO mulmc_sld finished [took 102.2352s]
19/11/23 19:26:35| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 110.9123s]
19/11/23 19:26:35| INFO Dataset sample 0.30 of dataset imdb_9prevs started
----------------------------------------------------------------------------------------------------
19/11/23 19:41:08| INFO dataset rcv1_CCAT_9prevs [pool size: 10]
19/11/23 19:41:13| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
19/11/23 19:41:17| WARNING Method binc_sld failed. Exception: ConfidenceBasedAccuracyEstimator._get_pred_ext() takes 1 positional argument but 2 were given
19/11/23 19:41:19| WARNING Method mulc_sld failed. Exception: MultiClassAccuracyEstimator._get_pred_ext() takes 1 positional argument but 2 were given
19/11/23 19:41:22| WARNING Method binmc_sld failed. Exception: ConfidenceBasedAccuracyEstimator._get_pred_ext() takes 1 positional argument but 2 were given
19/11/23 19:41:24| WARNING Method mulmc_sld failed. Exception: MultiClassAccuracyEstimator._get_pred_ext() takes 1 positional argument but 2 were given
19/11/23 19:41:26| WARNING Method binne_sld failed. Exception: ConfidenceBasedAccuracyEstimator._get_pred_ext() takes 1 positional argument but 2 were given
19/11/23 19:41:29| WARNING Method mulne_sld failed. Exception: MultiClassAccuracyEstimator._get_pred_ext() takes 1 positional argument but 2 were given
----------------------------------------------------------------------------------------------------
19/11/23 19:43:25| INFO dataset rcv1_CCAT_9prevs [pool size: 10]
19/11/23 19:43:30| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
19/11/23 19:45:29| INFO mulmc_sld finished [took 101.0113s]
19/11/23 19:45:33| INFO atc_mc finished [took 81.8134s]
19/11/23 19:45:39| INFO binne_sld finished [took 106.6186s]
19/11/23 19:45:48| INFO mulc_sld finished [took 131.4954s]
19/11/23 19:45:52| INFO ref finished [took 107.0774s]
19/11/23 19:45:54| INFO doc finished [took 99.5317s]
19/11/23 19:45:58| INFO binc_sld finished [took 144.6321s]
19/11/23 19:46:01| INFO mulne_sld finished [took 121.0649s]
19/11/23 19:46:04| INFO binmc_sld finished [took 142.0601s]
19/11/23 19:46:04| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 153.6601s]
19/11/23 19:46:04| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
19/11/23 19:48:11| INFO mulmc_sld finished [took 107.2992s]
19/11/23 19:48:15| INFO mulne_sld finished [took 95.8040s]
19/11/23 19:48:18| INFO binne_sld finished [took 108.0761s]
19/11/23 19:48:36| INFO ref finished [took 110.3294s]
19/11/23 19:48:36| INFO doc finished [took 98.2332s]
19/11/23 19:48:36| INFO mulc_sld finished [took 145.0524s]
19/11/23 19:48:39| INFO binc_sld finished [took 151.4444s]
19/11/23 19:48:44| INFO atc_mc finished [took 111.2407s]
19/11/23 19:48:45| INFO binmc_sld finished [took 148.2457s]
19/11/23 19:48:45| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 161.0611s]
19/11/23 19:48:45| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
19/11/23 19:50:50| INFO ref finished [took 81.0260s]
19/11/23 19:50:51| INFO doc finished [took 68.9712s]
19/11/23 19:50:58| INFO binne_sld finished [took 104.8960s]
19/11/23 19:51:20| INFO binc_sld finished [took 151.0900s]
19/11/23 19:51:20| INFO mulc_sld finished [took 147.5938s]
19/11/23 19:51:22| INFO binmc_sld finished [took 143.5357s]
19/11/23 19:51:25| INFO atc_mc finished [took 107.7969s]
19/11/23 19:51:26| INFO mulmc_sld finished [took 139.7868s]
19/11/23 19:51:29| INFO mulne_sld finished [took 128.2238s]
19/11/23 19:51:29| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 163.5587s]
19/11/23 19:51:29| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
19/11/23 19:53:25| INFO doc finished [took 68.5324s]
19/11/23 19:53:32| INFO binne_sld finished [took 99.8498s]
19/11/23 19:53:40| INFO mulc_sld finished [took 125.1210s]
19/11/23 19:53:48| INFO mulmc_sld finished [took 120.8493s]
19/11/23 19:53:55| INFO binc_sld finished [took 143.1980s]
19/11/23 19:53:59| INFO ref finished [took 113.1608s]
19/11/23 19:54:01| INFO binmc_sld finished [took 141.3867s]
19/11/23 19:54:05| INFO mulne_sld finished [took 124.9688s]
19/11/23 19:54:06| INFO atc_mc finished [took 115.1550s]
19/11/23 19:54:06| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 157.4892s]
19/11/23 19:54:06| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
19/11/23 19:56:06| INFO ref finished [took 76.5257s]
19/11/23 19:56:13| INFO binmc_sld finished [took 114.0996s]
19/11/23 19:56:19| INFO mulne_sld finished [took 97.5415s]
19/11/23 19:56:35| INFO doc finished [took 95.5446s]
19/11/23 19:56:38| INFO binc_sld finished [took 148.1309s]
19/11/23 19:56:42| INFO mulc_sld finished [took 148.3328s]
19/11/23 19:56:44| INFO binne_sld finished [took 130.8020s]
19/11/23 19:56:47| INFO mulmc_sld finished [took 139.5310s]
19/11/23 19:56:47| INFO atc_mc finished [took 111.4280s]
19/11/23 19:56:47| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 161.1824s]
19/11/23 19:56:47| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
19/11/23 19:58:51| INFO doc finished [took 70.6697s]
19/11/23 19:58:54| INFO binmc_sld finished [took 115.2236s]
19/11/23 19:58:58| INFO mulmc_sld finished [took 111.5674s]
19/11/23 19:59:14| INFO ref finished [took 106.0625s]
19/11/23 19:59:17| INFO binc_sld finished [took 146.4685s]
19/11/23 19:59:22| INFO mulc_sld finished [took 148.1159s]
19/11/23 19:59:27| INFO atc_mc finished [took 112.5389s]
19/11/23 19:59:27| INFO binne_sld finished [took 134.9076s]
19/11/23 19:59:32| INFO mulne_sld finished [took 131.3486s]
19/11/23 19:59:32| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 164.7187s]
19/11/23 19:59:32| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
19/11/23 20:01:42| INFO atc_mc finished [took 81.5536s]
19/11/23 20:01:42| INFO binmc_sld finished [took 118.9289s]
19/11/23 20:01:45| INFO mulne_sld finished [took 97.3116s]
19/11/23 20:02:04| INFO ref finished [took 110.9748s]
19/11/23 20:02:06| INFO doc finished [took 98.8829s]
19/11/23 20:02:11| INFO mulc_sld finished [took 151.1318s]
19/11/23 20:02:11| INFO mulmc_sld finished [took 139.3934s]
19/11/23 20:02:12| INFO binc_sld finished [took 156.7129s]
19/11/23 20:02:22| INFO binne_sld finished [took 141.8948s]
19/11/23 20:02:22| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 169.8505s]
19/11/23 20:02:22| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
19/11/23 20:04:32| INFO mulmc_sld finished [took 107.9326s]
19/11/23 20:04:37| INFO binc_sld finished [took 131.3714s]
19/11/23 20:04:41| INFO binmc_sld finished [took 126.9400s]
19/11/23 20:04:53| INFO ref finished [took 109.4238s]
19/11/23 20:04:56| INFO mulc_sld finished [took 146.6672s]
19/11/23 20:04:58| INFO doc finished [took 102.6548s]
19/11/23 20:05:05| INFO mulne_sld finished [took 128.6264s]
19/11/23 20:05:07| INFO atc_mc finished [took 115.3303s]
19/11/23 20:05:16| INFO binne_sld finished [took 148.5048s]
19/11/23 20:05:16| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 173.9456s]
19/11/23 20:05:16| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
19/11/23 20:07:13| INFO mulc_sld finished [took 110.4290s]
19/11/23 20:07:22| INFO atc_mc finished [took 79.8260s]
19/11/23 20:07:37| INFO binc_sld finished [took 138.4056s]
19/11/23 20:07:40| INFO ref finished [took 103.9488s]
19/11/23 20:07:41| INFO doc finished [took 93.9011s]
19/11/23 20:07:51| INFO mulne_sld finished [took 121.3413s]
19/11/23 20:07:51| INFO mulmc_sld finished [took 135.1729s]
19/11/23 20:08:08| INFO binne_sld finished [took 147.2318s]
19/11/23 20:08:11| INFO binmc_sld finished [took 162.3291s]
19/11/23 20:08:11| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 174.6774s]
----------------------------------------------------------------------------------------------------
19/11/23 20:08:11| INFO dataset imdb_9prevs [pool size: 10]
19/11/23 20:08:20| INFO Dataset sample 0.10 of dataset imdb_9prevs started
19/11/23 20:09:20| INFO atc_mc finished [took 42.8710s]
19/11/23 20:09:21| INFO ref finished [took 43.6417s]
19/11/23 20:09:21| INFO doc finished [took 41.3836s]
19/11/23 20:09:27| INFO mulmc_sld finished [took 58.4929s]
19/11/23 20:09:32| INFO mulne_sld finished [took 57.5357s]
19/11/23 20:09:33| INFO mulc_sld finished [took 69.2991s]
19/11/23 20:09:46| INFO binc_sld finished [took 84.1147s]
19/11/23 20:09:55| INFO binne_sld finished [took 84.5281s]
19/11/23 20:09:55| INFO binmc_sld finished [took 89.1542s]
19/11/23 20:09:55| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 95.2448s]
19/11/23 20:09:55| INFO Dataset sample 0.20 of dataset imdb_9prevs started
19/11/23 20:10:59| INFO ref finished [took 47.3966s]
19/11/23 20:11:00| INFO atc_mc finished [took 43.9834s]
19/11/23 20:11:00| INFO doc finished [took 44.0074s]
19/11/23 20:11:07| INFO mulc_sld finished [took 66.6602s]
19/11/23 20:11:13| INFO mulne_sld finished [took 61.4361s]
19/11/23 20:11:14| INFO mulmc_sld finished [took 68.6355s]
19/11/23 20:11:26| INFO binc_sld finished [took 87.7194s]
19/11/23 20:11:34| INFO binne_sld finished [took 86.6534s]
19/11/23 20:11:34| INFO binmc_sld finished [took 92.6218s]
19/11/23 20:11:34| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 98.9725s]
19/11/23 20:11:34| INFO Dataset sample 0.30 of dataset imdb_9prevs started
19/11/23 20:12:55| INFO doc finished [took 51.2553s]
19/11/23 20:12:56| INFO ref finished [took 56.6532s]
19/11/23 20:13:08| INFO mulne_sld finished [took 71.5676s]
19/11/23 20:13:09| INFO atc_mc finished [took 67.1399s]
19/11/23 20:13:14| INFO binne_sld finished [took 79.5664s]
19/11/23 20:13:14| INFO mulmc_sld finished [took 82.4176s]
19/11/23 20:13:15| INFO mulc_sld finished [took 84.7426s]
19/11/23 20:13:16| INFO binc_sld finished [took 88.8689s]
19/11/23 20:13:18| INFO binmc_sld finished [took 89.5081s]
19/11/23 20:13:18| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 103.5502s]
19/11/23 20:13:18| INFO Dataset sample 0.40 of dataset imdb_9prevs started
19/11/23 20:14:31| INFO doc finished [took 50.8739s]
19/11/23 20:14:32| INFO atc_mc finished [took 53.2467s]
19/11/23 20:14:32| INFO ref finished [took 55.4985s]
19/11/23 20:14:46| INFO binne_sld finished [took 73.5470s]
19/11/23 20:14:49| INFO mulne_sld finished [took 73.8855s]
19/11/23 20:14:52| INFO binc_sld finished [took 91.0872s]
19/11/23 20:14:53| INFO binmc_sld finished [took 85.1854s]
19/11/23 20:14:53| INFO mulmc_sld finished [took 83.0024s]
19/11/23 20:14:53| INFO mulc_sld finished [took 89.6033s]
19/11/23 20:14:53| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 95.5020s]
19/11/23 20:14:53| INFO Dataset sample 0.50 of dataset imdb_9prevs started
19/11/23 20:16:08| INFO doc finished [took 52.8491s]
19/11/23 20:16:08| INFO ref finished [took 54.9432s]
19/11/23 20:16:19| INFO binmc_sld finished [took 79.4615s]
19/11/23 20:16:21| INFO atc_mc finished [took 68.1066s]
19/11/23 20:16:21| INFO mulmc_sld finished [took 78.4218s]
19/11/23 20:16:22| INFO mulc_sld finished [took 84.7562s]
19/11/23 20:16:26| INFO binc_sld finished [took 90.4883s]
19/11/23 20:16:27| INFO binne_sld finished [took 80.6932s]
19/11/23 20:16:32| INFO mulne_sld finished [took 82.1265s]
19/11/23 20:16:32| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 98.3945s]
19/11/23 20:16:32| INFO Dataset sample 0.60 of dataset imdb_9prevs started
19/11/23 20:17:45| INFO ref finished [took 55.6285s]
19/11/23 20:17:45| INFO atc_mc finished [took 56.0716s]
19/11/23 20:17:45| INFO doc finished [took 54.1295s]
19/11/23 20:17:57| INFO binmc_sld finished [took 77.2017s]
19/11/23 20:17:59| INFO mulne_sld finished [took 74.2482s]
19/11/23 20:18:03| INFO mulmc_sld finished [took 81.3975s]
19/11/23 20:18:04| INFO binc_sld finished [took 90.5582s]
19/11/23 20:18:05| INFO mulc_sld finished [took 88.7117s]
19/11/23 20:18:06| INFO binne_sld finished [took 82.0301s]
19/11/23 20:18:06| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 93.8647s]
19/11/23 20:18:06| INFO Dataset sample 0.70 of dataset imdb_9prevs started
19/11/23 20:19:21| INFO doc finished [took 51.5947s]
19/11/23 20:19:23| INFO ref finished [took 55.6575s]
19/11/23 20:19:34| INFO mulc_sld finished [took 83.2674s]
19/11/23 20:19:36| INFO atc_mc finished [took 67.2435s]
19/11/23 20:19:36| INFO binmc_sld finished [took 80.0895s]
19/11/23 20:19:37| INFO binne_sld finished [took 75.4826s]
19/11/23 20:19:41| INFO mulne_sld finished [took 76.1622s]
19/11/23 20:19:41| INFO binc_sld finished [took 92.3857s]
19/11/23 20:19:44| INFO mulmc_sld finished [took 84.9288s]
19/11/23 20:19:44| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 97.9102s]
19/11/23 20:19:44| INFO Dataset sample 0.80 of dataset imdb_9prevs started
19/11/23 20:20:56| INFO doc finished [took 50.9169s]
19/11/23 20:20:57| INFO ref finished [took 54.3907s]
19/11/23 20:21:03| INFO atc_mc finished [took 59.3513s]
19/11/23 20:21:08| INFO mulmc_sld finished [took 69.9581s]
19/11/23 20:21:15| INFO mulc_sld finished [took 83.7655s]
19/11/23 20:21:16| INFO mulne_sld finished [took 74.0565s]
19/11/23 20:21:19| INFO binmc_sld finished [took 85.6575s]
19/11/23 20:21:21| INFO binc_sld finished [took 92.1814s]
19/11/23 20:21:27| INFO binne_sld finished [took 87.6698s]
19/11/23 20:21:27| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 103.4096s]
19/11/23 20:21:27| INFO Dataset sample 0.90 of dataset imdb_9prevs started
19/11/23 20:22:26| INFO ref finished [took 43.5365s]
19/11/23 20:22:26| INFO doc finished [took 42.2749s]
19/11/23 20:22:45| INFO mulne_sld finished [took 64.7371s]
19/11/23 20:22:46| INFO mulc_sld finished [took 75.7984s]
19/11/23 20:22:47| INFO atc_mc finished [took 63.9119s]
19/11/23 20:22:48| INFO binc_sld finished [took 79.1970s]
19/11/23 20:22:53| INFO mulmc_sld finished [took 78.7171s]
19/11/23 20:22:53| INFO binne_sld finished [took 76.0629s]
19/11/23 20:22:53| INFO binmc_sld finished [took 79.2422s]
19/11/23 20:22:53| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 86.0248s]
----------------------------------------------------------------------------------------------------
19/11/23 20:57:17| INFO dataset rcv1_CCAT_9prevs [pool size: 10]
19/11/23 20:57:22| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
19/11/23 20:59:30| INFO ref finished [took 78.3554s]
19/11/23 20:59:48| INFO atc_mc finished [took 89.6456s]
19/11/23 21:00:10| INFO binc_sld finished [took 165.0292s]
19/11/23 21:00:13| INFO mulc_sld finished [took 163.4647s]
19/11/23 21:00:13| INFO mulis_sld finished [took 127.4467s]
19/11/23 21:00:23| INFO mulmc_sld finished [took 162.1337s]
19/11/23 21:00:23| INFO mulne_sld finished [took 152.7607s]
19/11/23 21:00:25| INFO binis_sld finished [took 146.5875s]
19/11/23 21:00:27| INFO binmc_sld finished [took 172.9657s]
19/11/23 21:00:30| INFO binne_sld finished [took 165.1468s]
19/11/23 21:00:39| INFO doc finished [took 63.7435s]
19/11/23 21:00:39| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 196.9654s]
19/11/23 21:00:39| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
19/11/23 21:03:10| INFO binne_sld finished [took 127.2992s]
19/11/23 21:03:12| INFO binis_sld finished [took 111.2641s]
19/11/23 21:03:26| INFO ref finished [took 111.9644s]
19/11/23 21:03:37| INFO binmc_sld finished [took 166.6270s]
19/11/23 21:03:38| INFO atc_mc finished [took 116.7918s]
19/11/23 21:03:39| INFO mulc_sld finished [took 173.4535s]
19/11/23 21:03:42| INFO binc_sld finished [took 179.9198s]
19/11/23 21:03:44| INFO mulmc_sld finished [took 166.2971s]
19/11/23 21:03:47| INFO mulis_sld finished [took 138.2204s]
19/11/23 21:03:49| INFO mulne_sld finished [took 158.0875s]
19/11/23 21:04:07| INFO doc finished [took 51.6344s]
19/11/23 21:04:07| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 207.9590s]
19/11/23 21:04:07| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
19/11/23 21:06:24| INFO ref finished [took 77.6894s]
19/11/23 21:06:47| INFO binis_sld finished [took 115.7259s]
19/11/23 21:07:06| INFO binc_sld finished [took 175.8364s]
19/11/23 21:07:09| INFO binne_sld finished [took 154.7778s]
19/11/23 21:07:14| INFO mulne_sld finished [took 149.9715s]
19/11/23 21:07:16| INFO mulmc_sld finished [took 168.3360s]
19/11/23 21:07:18| INFO mulc_sld finished [took 184.0222s]
19/11/23 21:07:20| INFO binmc_sld finished [took 179.4936s]
19/11/23 21:07:23| INFO mulis_sld finished [took 143.9927s]
19/11/23 21:07:26| INFO atc_mc finished [took 131.6257s]
19/11/23 21:07:33| INFO doc finished [took 62.9090s]
19/11/23 21:07:33| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 206.3195s]
19/11/23 21:07:33| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
19/11/23 21:09:53| INFO mulc_sld finished [took 133.5063s]
19/11/23 21:09:55| INFO mulis_sld finished [took 98.2986s]
19/11/23 21:10:10| INFO binc_sld finished [took 154.4466s]
19/11/23 21:10:21| INFO binmc_sld finished [took 158.6595s]
19/11/23 21:10:29| INFO atc_mc finished [took 121.3342s]
19/11/23 21:10:30| INFO binis_sld finished [took 140.8381s]
19/11/23 21:10:30| INFO mulmc_sld finished [took 162.2964s]
19/11/23 21:10:35| INFO ref finished [took 131.6754s]
19/11/23 21:10:35| INFO mulne_sld finished [took 153.4051s]
19/11/23 21:10:40| INFO binne_sld finished [took 164.0910s]
19/11/23 21:10:58| INFO doc finished [took 62.0151s]
19/11/23 21:10:58| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 204.4837s]
19/11/23 21:10:58| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
19/11/23 21:13:19| INFO binmc_sld finished [took 129.2896s]
19/11/23 21:13:29| INFO mulne_sld finished [took 116.7361s]
19/11/23 21:13:52| INFO ref finished [took 116.4011s]
19/11/23 21:13:52| INFO mulmc_sld finished [took 155.0571s]
19/11/23 21:13:55| INFO binc_sld finished [took 174.5466s]
19/11/23 21:14:03| INFO mulc_sld finished [took 179.0632s]
19/11/23 21:14:06| INFO binis_sld finished [took 146.8596s]
19/11/23 21:14:10| INFO binne_sld finished [took 165.9503s]
19/11/23 21:14:12| INFO atc_mc finished [took 128.9594s]
19/11/23 21:14:13| INFO mulis_sld finished [took 146.6789s]
19/11/23 21:14:28| INFO doc finished [took 63.8432s]
19/11/23 21:14:28| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 210.3550s]
19/11/23 21:14:28| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
19/11/23 21:16:47| INFO mulc_sld finished [took 132.6163s]
19/11/23 21:17:00| INFO ref finished [took 98.0365s]
19/11/23 21:17:18| INFO binis_sld finished [took 131.4635s]
19/11/23 21:17:23| INFO binc_sld finished [took 172.4939s]
19/11/23 21:17:24| INFO mulmc_sld finished [took 157.0995s]
19/11/23 21:17:25| INFO atc_mc finished [took 117.3192s]
19/11/23 21:17:29| INFO binne_sld finished [took 157.4816s]
19/11/23 21:17:30| INFO binmc_sld finished [took 170.1259s]
19/11/23 21:17:41| INFO mulne_sld finished [took 161.4529s]
19/11/23 21:17:44| INFO mulis_sld finished [took 150.9906s]
19/11/23 21:17:57| INFO doc finished [took 65.7072s]
19/11/23 21:17:57| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 208.4920s]
19/11/23 21:17:57| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
19/11/23 21:20:17| INFO mulc_sld finished [took 133.3883s]
19/11/23 21:20:23| INFO mulmc_sld finished [took 128.0340s]
19/11/23 21:20:57| INFO binmc_sld finished [took 167.3222s]
19/11/23 21:20:59| INFO atc_mc finished [took 120.6819s]
19/11/23 21:21:03| INFO ref finished [took 129.2912s]
19/11/23 21:21:03| INFO binc_sld finished [took 182.9861s]
19/11/23 21:21:03| INFO binne_sld finished [took 159.2750s]
19/11/23 21:21:12| INFO mulne_sld finished [took 159.7806s]
19/11/23 21:21:16| INFO mulis_sld finished [took 148.8817s]
19/11/23 21:21:17| INFO binis_sld finished [took 158.1950s]
19/11/23 21:21:33| INFO doc finished [took 68.8378s]
19/11/23 21:21:33| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 216.1500s]
19/11/23 21:21:33| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
19/11/23 21:24:03| INFO binmc_sld finished [took 137.6415s]
19/11/23 21:24:09| INFO binne_sld finished [took 128.6696s]
19/11/23 21:24:35| INFO mulmc_sld finished [took 162.8192s]
19/11/23 21:24:39| INFO mulc_sld finished [took 178.9714s]
19/11/23 21:24:39| INFO ref finished [took 129.2943s]
19/11/23 21:24:44| INFO mulne_sld finished [took 155.2228s]
19/11/23 21:24:47| INFO atc_mc finished [took 131.9586s]
19/11/23 21:24:48| INFO binc_sld finished [took 191.9467s]
19/11/23 21:24:48| INFO binis_sld finished [took 151.9338s]
19/11/23 21:24:53| INFO mulis_sld finished [took 152.8830s]
19/11/23 21:25:05| INFO doc finished [took 54.8910s]
19/11/23 21:25:05| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 212.4719s]
19/11/23 21:25:05| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
19/11/23 21:27:20| INFO mulmc_sld finished [took 115.5754s]
19/11/23 21:27:49| INFO atc_mc finished [took 103.8399s]
19/11/23 21:27:58| INFO mulis_sld finished [took 125.9920s]
19/11/23 21:28:02| INFO mulc_sld finished [took 169.6572s]
19/11/23 21:28:08| INFO ref finished [took 130.1773s]
19/11/23 21:28:08| INFO mulne_sld finished [took 150.0584s]
19/11/23 21:28:18| INFO binis_sld finished [took 154.4569s]
19/11/23 21:28:19| INFO binc_sld finished [took 190.2244s]
19/11/23 21:28:26| INFO binmc_sld finished [took 189.5683s]
19/11/23 21:28:28| INFO binne_sld finished [took 178.2303s]
19/11/23 21:28:31| INFO doc finished [took 65.7981s]
19/11/23 21:28:31| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 205.5493s]
----------------------------------------------------------------------------------------------------
19/11/23 21:28:31| INFO dataset imdb_9prevs [pool size: 10]
19/11/23 21:28:40| INFO Dataset sample 0.10 of dataset imdb_9prevs started
19/11/23 21:29:51| INFO ref finished [took 50.4272s]
19/11/23 21:29:59| INFO mulc_sld finished [took 74.7205s]
19/11/23 21:30:06| INFO atc_mc finished [took 63.0406s]
19/11/23 21:30:11| INFO mulmc_sld finished [took 81.8438s]
19/11/23 21:30:12| INFO mulne_sld finished [took 77.0307s]
19/11/23 21:30:13| INFO mulis_sld finished [took 73.0118s]
19/11/23 21:30:13| INFO doc finished [took 19.4343s]
19/11/23 21:30:21| INFO binmc_sld finished [took 94.8168s]
19/11/23 21:30:31| INFO binne_sld finished [took 99.1648s]
19/11/23 21:30:35| INFO binc_sld finished [took 112.6532s]
19/11/23 21:30:36| INFO binis_sld finished [took 100.2292s]
19/11/23 21:30:36| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 115.5824s]
19/11/23 21:30:36| INFO Dataset sample 0.20 of dataset imdb_9prevs started
19/11/23 21:31:50| INFO atc_mc finished [took 49.8183s]
19/11/23 21:31:55| INFO ref finished [took 56.5151s]
19/11/23 21:32:08| INFO mulc_sld finished [took 87.6034s]
19/11/23 21:32:14| INFO doc finished [took 20.6844s]
19/11/23 21:32:15| INFO mulmc_sld finished [took 88.9910s]
19/11/23 21:32:16| INFO mulne_sld finished [took 83.4857s]
19/11/23 21:32:17| INFO mulis_sld finished [took 81.0790s]
19/11/23 21:32:30| INFO binis_sld finished [took 97.4270s]
19/11/23 21:32:31| INFO binc_sld finished [took 112.3975s]
19/11/23 21:32:36| INFO binne_sld finished [took 107.3596s]
19/11/23 21:32:38| INFO binmc_sld finished [took 115.6329s]
19/11/23 21:32:38| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 122.6224s]
19/11/23 21:32:38| INFO Dataset sample 0.30 of dataset imdb_9prevs started
19/11/23 21:34:09| INFO atc_mc finished [took 57.3192s]
19/11/23 21:34:11| INFO ref finished [took 61.0477s]
19/11/23 21:34:33| INFO mulc_sld finished [took 99.3741s]
19/11/23 21:34:35| INFO mulis_sld finished [took 88.2377s]
19/11/23 21:34:38| INFO binis_sld finished [took 93.0999s]
19/11/23 21:34:42| INFO doc finished [took 28.9710s]
19/11/23 21:34:43| INFO mulmc_sld finished [took 103.7833s]
19/11/23 21:34:43| INFO mulne_sld finished [took 99.9399s]
19/11/23 21:34:43| INFO binne_sld finished [took 101.5580s]
19/11/23 21:34:45| INFO binc_sld finished [took 116.3224s]
19/11/23 21:34:46| INFO binmc_sld finished [took 110.8746s]
19/11/23 21:34:46| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 127.1195s]
19/11/23 21:34:46| INFO Dataset sample 0.40 of dataset imdb_9prevs started
19/11/23 21:36:11| INFO ref finished [took 61.2011s]
19/11/23 21:36:26| INFO binis_sld finished [took 80.8416s]
19/11/23 21:36:27| INFO atc_mc finished [took 74.7702s]
19/11/23 21:36:31| INFO mulis_sld finished [took 84.8961s]
19/11/23 21:36:36| INFO mulmc_sld finished [took 97.6370s]
19/11/23 21:36:39| INFO binc_sld finished [took 110.2617s]
19/11/23 21:36:39| INFO binmc_sld finished [took 105.0029s]
19/11/23 21:36:41| INFO doc finished [took 26.6310s]
19/11/23 21:36:42| INFO mulne_sld finished [took 101.0516s]
19/11/23 21:36:43| INFO mulc_sld finished [took 110.1464s]
19/11/23 21:36:44| INFO binne_sld finished [took 104.4633s]
19/11/23 21:36:44| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 118.4187s]
19/11/23 21:36:44| INFO Dataset sample 0.50 of dataset imdb_9prevs started
19/11/23 21:38:12| INFO ref finished [took 65.1384s]
19/11/23 21:38:27| INFO atc_mc finished [took 78.4825s]
19/11/23 21:38:28| INFO binc_sld finished [took 100.1460s]
19/11/23 21:38:34| INFO mulis_sld finished [took 88.9251s]
19/11/23 21:38:37| INFO binne_sld finished [took 96.0846s]
19/11/23 21:38:38| INFO binis_sld finished [took 97.0118s]
19/11/23 21:38:41| INFO binmc_sld finished [took 108.8367s]
19/11/23 21:38:42| INFO mulmc_sld finished [took 105.1525s]
19/11/23 21:38:42| INFO doc finished [took 27.0436s]
19/11/23 21:38:43| INFO mulc_sld finished [took 110.4750s]
19/11/23 21:38:44| INFO mulne_sld finished [took 105.2200s]
19/11/23 21:38:44| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 120.4324s]
19/11/23 21:38:44| INFO Dataset sample 0.60 of dataset imdb_9prevs started
19/11/23 21:40:09| INFO ref finished [took 65.4233s]
19/11/23 21:40:15| INFO atc_mc finished [took 69.0464s]
19/11/23 21:40:33| INFO mulmc_sld finished [took 97.5977s]
19/11/23 21:40:33| INFO binc_sld finished [took 104.8976s]
19/11/23 21:40:34| INFO binmc_sld finished [took 101.8083s]
19/11/23 21:40:35| INFO mulc_sld finished [took 102.8695s]
19/11/23 21:40:40| INFO binis_sld finished [took 99.0209s]
19/11/23 21:40:40| INFO doc finished [took 27.9021s]
19/11/23 21:40:41| INFO mulis_sld finished [took 100.4251s]
19/11/23 21:40:42| INFO binne_sld finished [took 105.0386s]
19/11/23 21:40:42| INFO mulne_sld finished [took 100.8476s]
19/11/23 21:40:42| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 117.5148s]
19/11/23 21:40:42| INFO Dataset sample 0.70 of dataset imdb_9prevs started
19/11/23 21:42:08| INFO ref finished [took 62.0037s]
19/11/23 21:42:20| INFO atc_mc finished [took 70.1705s]
19/11/23 21:42:24| INFO binis_sld finished [took 82.8894s]
19/11/23 21:42:34| INFO mulis_sld finished [took 89.8038s]
19/11/23 21:42:35| INFO mulmc_sld finished [took 97.9076s]
19/11/23 21:42:36| INFO binne_sld finished [took 100.0978s]
19/11/23 21:42:36| INFO doc finished [took 24.9222s]
19/11/23 21:42:37| INFO binc_sld finished [took 109.6589s]
19/11/23 21:42:39| INFO mulc_sld finished [took 103.9596s]
19/11/23 21:42:39| INFO binmc_sld finished [took 105.3642s]
19/11/23 21:42:40| INFO mulne_sld finished [took 100.2645s]
19/11/23 21:42:40| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 117.8442s]
19/11/23 21:42:40| INFO Dataset sample 0.80 of dataset imdb_9prevs started
19/11/23 21:44:03| INFO ref finished [took 56.9652s]
19/11/23 21:44:19| INFO mulc_sld finished [took 87.7781s]
19/11/23 21:44:20| INFO atc_mc finished [took 77.1959s]
19/11/23 21:44:20| INFO mulne_sld finished [took 83.1022s]
19/11/23 21:44:25| INFO mulis_sld finished [took 81.4471s]
19/11/23 21:44:28| INFO doc finished [took 19.7610s]
19/11/23 21:44:28| INFO mulmc_sld finished [took 95.2999s]
19/11/23 21:44:42| INFO binc_sld finished [took 114.8740s]
19/11/23 21:44:43| INFO binne_sld finished [took 107.2033s]
19/11/23 21:44:43| INFO binmc_sld finished [took 111.7488s]
19/11/23 21:44:44| INFO binis_sld finished [took 106.4660s]
19/11/23 21:44:44| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 123.9218s]
19/11/23 21:44:44| INFO Dataset sample 0.90 of dataset imdb_9prevs started
19/11/23 21:45:59| INFO ref finished [took 56.4238s]
19/11/23 21:46:03| INFO atc_mc finished [took 58.2518s]
19/11/23 21:46:12| INFO mulne_sld finished [took 76.2745s]
19/11/23 21:46:22| INFO doc finished [took 21.0804s]
19/11/23 21:46:22| INFO mulmc_sld finished [took 91.9655s]
19/11/23 21:46:23| INFO mulis_sld finished [took 81.0249s]
19/11/23 21:46:24| INFO mulc_sld finished [took 96.4227s]
19/11/23 21:46:25| INFO binc_sld finished [took 98.2682s]
19/11/23 21:46:25| INFO binis_sld finished [took 86.1151s]
19/11/23 21:46:29| INFO binmc_sld finished [took 99.3170s]
19/11/23 21:46:31| INFO binne_sld finished [took 98.4855s]
19/11/23 21:46:31| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 107.6487s]
----------------------------------------------------------------------------------------------------
19/11/23 22:22:57| INFO dataset rcv1_CCAT_9prevs [pool size: 10]
19/11/23 22:23:03| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
19/11/23 22:25:15| INFO binc_sld finished [took 129.1322s]
19/11/23 22:25:39| INFO atc_mc finished [took 98.4149s]
19/11/23 22:25:40| INFO ref finished [took 106.3883s]
19/11/23 22:25:51| INFO mulc_sld finished [took 161.1160s]
19/11/23 22:26:01| INFO mulne_sld finished [took 147.4557s]
19/11/23 22:26:03| INFO binmc_sld finished [took 167.9854s]
19/11/23 22:26:05| INFO binne_sld finished [took 156.5914s]
19/11/23 22:26:06| INFO mulmc_sld finished [took 163.4848s]
19/11/23 22:26:10| INFO mulis_sld finished [took 141.5419s]
19/11/23 22:26:16| INFO binis_sld finished [took 155.6666s]
19/11/23 22:26:20| INFO doc finished [took 60.2922s]
19/11/23 22:26:20| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 197.0194s]
19/11/23 22:26:20| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
19/11/23 22:28:37| INFO mulc_sld finished [took 129.8622s]
19/11/23 22:28:54| INFO binne_sld finished [took 128.8514s]
19/11/23 22:29:15| INFO binc_sld finished [took 171.4765s]
19/11/23 22:29:22| INFO mulis_sld finished [took 130.4361s]
19/11/23 22:29:25| INFO mulmc_sld finished [took 165.4654s]
19/11/23 22:29:28| INFO binmc_sld finished [took 175.8247s]
19/11/23 22:29:30| INFO ref finished [took 131.0062s]
19/11/23 22:29:30| INFO atc_mc finished [took 124.2880s]
19/11/23 22:29:30| INFO binis_sld finished [took 147.6054s]
19/11/23 22:29:32| INFO mulne_sld finished [took 159.6505s]
19/11/23 22:29:51| INFO doc finished [took 69.3481s]
19/11/23 22:29:51| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 210.9860s]
19/11/23 22:29:51| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
19/11/23 22:32:12| INFO binmc_sld finished [took 129.4468s]
19/11/23 22:32:25| INFO mulc_sld finished [took 147.0219s]
19/11/23 22:32:50| INFO atc_mc finished [took 111.0961s]
19/11/23 22:32:52| INFO mulmc_sld finished [took 160.8192s]
19/11/23 22:32:55| INFO binc_sld finished [took 179.9674s]
19/11/23 22:32:59| INFO mulne_sld finished [took 150.9486s]
19/11/23 22:33:00| INFO ref finished [took 127.5009s]
19/11/23 22:33:05| INFO mulis_sld finished [took 141.6217s]
19/11/23 22:33:07| INFO binis_sld finished [took 152.4593s]
19/11/23 22:33:07| INFO binne_sld finished [took 166.1683s]
19/11/23 22:33:27| INFO doc finished [took 68.8522s]
19/11/23 22:33:27| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 216.4527s]
19/11/23 22:33:27| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
19/11/23 22:35:37| INFO mulc_sld finished [took 123.6475s]
19/11/23 22:35:37| INFO binc_sld finished [took 127.5072s]
19/11/23 22:36:19| INFO mulne_sld finished [took 142.2771s]
19/11/23 22:36:21| INFO mulis_sld finished [took 132.5661s]
19/11/23 22:36:25| INFO binmc_sld finished [took 168.5926s]
19/11/23 22:36:26| INFO ref finished [took 132.3914s]
19/11/23 22:36:31| INFO mulmc_sld finished [took 167.8198s]
19/11/23 22:36:32| INFO binne_sld finished [took 162.6281s]
19/11/23 22:36:35| INFO binis_sld finished [took 153.0444s]
19/11/23 22:36:36| INFO atc_mc finished [took 135.9492s]
19/11/23 22:36:42| INFO doc finished [took 61.4758s]
19/11/23 22:36:42| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 194.6943s]
19/11/23 22:36:42| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
19/11/23 22:38:58| INFO binc_sld finished [took 133.4451s]
19/11/23 22:39:10| INFO binne_sld finished [took 120.8179s]
19/11/23 22:39:41| INFO mulmc_sld finished [took 159.2727s]
19/11/23 22:39:42| INFO binmc_sld finished [took 167.6777s]
19/11/23 22:39:43| INFO mulne_sld finished [took 147.3838s]
19/11/23 22:39:45| INFO mulc_sld finished [took 175.9019s]
19/11/23 22:39:54| INFO ref finished [took 134.9599s]
19/11/23 22:39:57| INFO binis_sld finished [took 153.5279s]
19/11/23 22:39:57| INFO mulis_sld finished [took 144.8783s]
19/11/23 22:39:57| INFO atc_mc finished [took 132.6237s]
19/11/23 22:40:06| INFO doc finished [took 62.4116s]
19/11/23 22:40:06| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 203.8055s]
19/11/23 22:40:06| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
19/11/23 22:42:20| INFO ref finished [took 80.2118s]
19/11/23 22:42:34| INFO binmc_sld finished [took 137.4630s]
19/11/23 22:42:54| INFO mulne_sld finished [took 135.8773s]
19/11/23 22:43:07| INFO binc_sld finished [took 177.8178s]
19/11/23 22:43:10| INFO mulmc_sld finished [took 167.2970s]
19/11/23 22:43:13| INFO mulis_sld finished [took 138.8627s]
19/11/23 22:43:14| INFO mulc_sld finished [took 181.4380s]
19/11/23 22:43:19| INFO binis_sld finished [took 153.7400s]
19/11/23 22:43:19| INFO atc_mc finished [took 132.1135s]
19/11/23 22:43:19| INFO binne_sld finished [took 170.9560s]
19/11/23 22:43:26| INFO doc finished [took 62.2554s]
19/11/23 22:43:26| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 200.3963s]
19/11/23 22:43:26| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
19/11/23 22:45:54| INFO mulne_sld finished [took 114.6190s]
19/11/23 22:45:57| INFO binne_sld finished [took 123.4212s]
19/11/23 22:46:22| INFO ref finished [took 119.4471s]
19/11/23 22:46:26| INFO binmc_sld finished [took 166.6077s]
19/11/23 22:46:32| INFO atc_mc finished [took 121.5630s]
19/11/23 22:46:33| INFO mulc_sld finished [took 178.6990s]
19/11/23 22:46:34| INFO binc_sld finished [took 184.6601s]
19/11/23 22:46:35| INFO mulmc_sld finished [took 168.5104s]
19/11/23 22:46:44| INFO binis_sld finished [took 156.3966s]
19/11/23 22:46:48| INFO mulis_sld finished [took 152.3326s]
19/11/23 22:47:02| INFO doc finished [took 62.5640s]
19/11/23 22:47:02| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 215.9087s]
19/11/23 22:47:02| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
19/11/23 22:49:27| INFO binc_sld finished [took 141.5216s]
19/11/23 22:49:48| INFO mulmc_sld finished [took 147.1459s]
19/11/23 22:49:49| INFO binmc_sld finished [took 155.2035s]
19/11/23 22:49:51| INFO ref finished [took 111.7958s]
19/11/23 22:50:09| INFO mulc_sld finished [took 180.2681s]
19/11/23 22:50:10| INFO mulne_sld finished [took 151.9164s]
19/11/23 22:50:15| INFO mulis_sld finished [took 141.5046s]
19/11/23 22:50:16| INFO atc_mc finished [took 129.3113s]
19/11/23 22:50:20| INFO binne_sld finished [took 171.1039s]
19/11/23 22:50:22| INFO binis_sld finished [took 155.6246s]
19/11/23 22:50:40| INFO doc finished [took 66.7235s]
19/11/23 22:50:40| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 217.9236s]
19/11/23 22:50:40| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
19/11/23 22:53:02| INFO atc_mc finished [took 82.0527s]
19/11/23 22:53:31| INFO mulc_sld finished [took 163.7655s]
19/11/23 22:53:33| INFO mulmc_sld finished [took 154.1738s]
19/11/23 22:53:34| INFO binis_sld finished [took 135.3414s]
19/11/23 22:53:42| INFO binc_sld finished [took 178.5202s]
19/11/23 22:53:42| INFO ref finished [took 129.0759s]
19/11/23 22:53:45| INFO mulne_sld finished [took 153.0960s]
19/11/23 22:53:49| INFO mulis_sld finished [took 142.1736s]
19/11/23 22:53:51| INFO binne_sld finished [took 166.5534s]
19/11/23 22:54:04| INFO binmc_sld finished [took 191.9529s]
19/11/23 22:54:10| INFO doc finished [took 62.3344s]
19/11/23 22:54:10| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 209.5554s]
----------------------------------------------------------------------------------------------------
19/11/23 22:54:10| INFO dataset imdb_9prevs [pool size: 10]
19/11/23 22:54:19| INFO Dataset sample 0.10 of dataset imdb_9prevs started
19/11/23 22:55:28| INFO ref finished [took 46.9804s]
19/11/23 22:55:41| INFO atc_mc finished [took 61.9001s]
19/11/23 22:55:45| INFO mulne_sld finished [took 72.7345s]
19/11/23 22:55:50| INFO mulc_sld finished [took 87.0696s]
19/11/23 22:55:52| INFO mulis_sld finished [took 72.9158s]
19/11/23 22:55:53| INFO mulmc_sld finished [took 84.5306s]
19/11/23 22:55:58| INFO doc finished [took 26.5312s]
19/11/23 22:56:11| INFO binmc_sld finished [took 105.9322s]
19/11/23 22:56:13| INFO binis_sld finished [took 98.1745s]
19/11/23 22:56:13| INFO binc_sld finished [took 112.1304s]
19/11/23 22:56:16| INFO binne_sld finished [took 104.6899s]
19/11/23 22:56:16| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 116.4671s]
19/11/23 22:56:16| INFO Dataset sample 0.20 of dataset imdb_9prevs started
19/11/23 22:57:32| INFO ref finished [took 57.2237s]
19/11/23 22:57:49| INFO atc_mc finished [took 70.2037s]
19/11/23 22:57:49| INFO mulis_sld finished [took 73.1319s]
19/11/23 22:57:50| INFO mulc_sld finished [took 88.8184s]
19/11/23 22:57:52| INFO mulmc_sld finished [took 86.8438s]
19/11/23 22:57:56| INFO mulne_sld finished [took 83.8710s]
19/11/23 22:58:00| INFO doc finished [took 24.8736s]
19/11/23 22:58:09| INFO binc_sld finished [took 112.3926s]
19/11/23 22:58:14| INFO binis_sld finished [took 103.0163s]
19/11/23 22:58:15| INFO binmc_sld finished [took 110.9999s]
19/11/23 22:58:19| INFO binne_sld finished [took 109.0081s]
19/11/23 22:58:19| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 123.6155s]
19/11/23 22:58:19| INFO Dataset sample 0.30 of dataset imdb_9prevs started
19/11/23 22:59:53| INFO ref finished [took 61.5740s]
19/11/23 23:00:09| INFO atc_mc finished [took 77.6175s]
19/11/23 23:00:17| INFO mulc_sld finished [took 100.0119s]
19/11/23 23:00:19| INFO binc_sld finished [took 107.8103s]
19/11/23 23:00:20| INFO binis_sld finished [took 95.0204s]
19/11/23 23:00:20| INFO mulne_sld finished [took 93.2351s]
19/11/23 23:00:22| INFO mulmc_sld finished [took 100.3697s]
19/11/23 23:00:25| INFO mulis_sld finished [took 95.2971s]
19/11/23 23:00:25| INFO doc finished [took 28.5834s]
19/11/23 23:00:26| INFO binne_sld finished [took 101.1262s]
19/11/23 23:00:28| INFO binmc_sld finished [took 115.3334s]
19/11/23 23:00:28| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 128.8446s]
19/11/23 23:00:28| INFO Dataset sample 0.40 of dataset imdb_9prevs started
19/11/23 23:01:53| INFO ref finished [took 60.4760s]
19/11/23 23:02:04| INFO atc_mc finished [took 71.8869s]
19/11/23 23:02:19| INFO mulis_sld finished [took 90.2395s]
19/11/23 23:02:21| INFO mulc_sld finished [took 108.2449s]
19/11/23 23:02:23| INFO binis_sld finished [took 95.0622s]
19/11/23 23:02:24| INFO binne_sld finished [took 99.2611s]
19/11/23 23:02:24| INFO mulmc_sld finished [took 106.0399s]
19/11/23 23:02:24| INFO mulne_sld finished [took 99.0354s]
19/11/23 23:02:26| INFO doc finished [took 29.3026s]
19/11/23 23:02:26| INFO binc_sld finished [took 116.4437s]
19/11/23 23:02:27| INFO binmc_sld finished [took 108.0432s]
19/11/23 23:02:27| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 118.3864s]
19/11/23 23:02:27| INFO Dataset sample 0.50 of dataset imdb_9prevs started
19/11/23 23:03:52| INFO ref finished [took 60.8795s]
19/11/23 23:04:06| INFO binis_sld finished [took 81.4686s]
19/11/23 23:04:07| INFO atc_mc finished [took 73.0083s]
19/11/23 23:04:17| INFO mulmc_sld finished [took 96.3114s]
19/11/23 23:04:18| INFO binmc_sld finished [took 104.2316s]
19/11/23 23:04:19| INFO mulc_sld finished [took 107.5050s]
19/11/23 23:04:19| INFO binne_sld finished [took 95.8847s]
19/11/23 23:04:20| INFO doc finished [took 24.7194s]
19/11/23 23:04:21| INFO binc_sld finished [took 112.2507s]
19/11/23 23:04:23| INFO mulis_sld finished [took 95.8690s]
19/11/23 23:04:26| INFO mulne_sld finished [took 103.7635s]
19/11/23 23:04:26| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 118.9811s]
19/11/23 23:04:26| INFO Dataset sample 0.60 of dataset imdb_9prevs started
19/11/23 23:05:50| INFO ref finished [took 66.7228s]
19/11/23 23:06:07| INFO atc_mc finished [took 78.5639s]
19/11/23 23:06:12| INFO binc_sld finished [took 103.0124s]
19/11/23 23:06:12| INFO mulmc_sld finished [took 98.8226s]
19/11/23 23:06:12| INFO binmc_sld finished [took 99.6795s]
19/11/23 23:06:16| INFO mulne_sld finished [took 94.8316s]
19/11/23 23:06:18| INFO mulc_sld finished [took 106.9441s]
19/11/23 23:06:20| INFO mulis_sld finished [took 95.7056s]
19/11/23 23:06:21| INFO doc finished [took 27.4370s]
19/11/23 23:06:21| INFO binis_sld finished [took 99.2212s]
19/11/23 23:06:22| INFO binne_sld finished [took 104.7916s]
19/11/23 23:06:22| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 116.3248s]
19/11/23 23:06:22| INFO Dataset sample 0.70 of dataset imdb_9prevs started
19/11/23 23:07:49| INFO ref finished [took 61.2439s]
19/11/23 23:08:07| INFO atc_mc finished [took 78.4871s]
19/11/23 23:08:12| INFO mulmc_sld finished [took 95.7838s]
19/11/23 23:08:14| INFO binc_sld finished [took 105.1094s]
19/11/23 23:08:15| INFO binmc_sld finished [took 101.9622s]
19/11/23 23:08:16| INFO binne_sld finished [took 98.3134s]
19/11/23 23:08:19| INFO mulne_sld finished [took 98.5874s]
19/11/23 23:08:19| INFO mulis_sld finished [took 95.9173s]
19/11/23 23:08:20| INFO mulc_sld finished [took 106.4076s]
19/11/23 23:08:22| INFO doc finished [took 27.9406s]
19/11/23 23:08:22| INFO binis_sld finished [took 101.3010s]
19/11/23 23:08:22| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 120.2287s]
19/11/23 23:08:22| INFO Dataset sample 0.80 of dataset imdb_9prevs started
19/11/23 23:09:46| INFO ref finished [took 59.6838s]
19/11/23 23:09:58| INFO atc_mc finished [took 68.4955s]
19/11/23 23:10:00| INFO mulis_sld finished [took 75.1638s]
19/11/23 23:10:02| INFO mulmc_sld finished [took 87.7392s]
19/11/23 23:10:06| INFO mulc_sld finished [took 99.1328s]
19/11/23 23:10:11| INFO mulne_sld finished [took 93.5493s]
19/11/23 23:10:12| INFO doc finished [took 22.3197s]
19/11/23 23:10:22| INFO binis_sld finished [took 99.4647s]
19/11/23 23:10:24| INFO binne_sld finished [took 106.7105s]
19/11/23 23:10:25| INFO binmc_sld finished [took 111.7183s]
19/11/23 23:10:25| INFO binc_sld finished [took 117.3806s]
19/11/23 23:10:25| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 122.8229s]
19/11/23 23:10:25| INFO Dataset sample 0.90 of dataset imdb_9prevs started
19/11/23 23:11:37| INFO ref finished [took 55.0879s]
19/11/23 23:11:52| INFO atc_mc finished [took 66.6902s]
19/11/23 23:11:54| INFO mulc_sld finished [took 85.7354s]
19/11/23 23:11:58| INFO mulmc_sld finished [took 85.9595s]
19/11/23 23:12:00| INFO mulne_sld finished [took 83.5054s]
19/11/23 23:12:01| INFO mulis_sld finished [took 79.2799s]
19/11/23 23:12:06| INFO binc_sld finished [took 99.4952s]
19/11/23 23:12:06| INFO doc finished [took 26.9284s]
19/11/23 23:12:08| INFO binne_sld finished [took 90.9896s]
19/11/23 23:12:10| INFO binis_sld finished [took 90.4562s]
19/11/23 23:12:10| INFO binmc_sld finished [took 99.9007s]
19/11/23 23:12:10| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 104.9534s]
----------------------------------------------------------------------------------------------------
19/11/23 23:47:46| INFO dataset imdb_9prevs [pool size: 10]
19/11/23 23:47:55| INFO Dataset sample 0.10 of dataset imdb_9prevs started
19/11/23 23:49:17| INFO mulc_sld finished [took 77.1186s]
19/11/23 23:49:29| INFO mulmc_sld finished [took 84.8406s]
19/11/23 23:49:34| INFO mulne_sld finished [took 84.9156s]
19/11/23 23:49:38| INFO mulis_sld finished [took 85.5753s]
19/11/23 23:49:54| INFO ref finished [took 33.7639s]
19/11/23 23:49:55| INFO doc finished [took 17.9744s]
19/11/23 23:49:59| INFO binmc_sld finished [took 117.8313s]
19/11/23 23:50:00| INFO atc_mc finished [took 28.8205s]
19/11/23 23:50:01| INFO multh_sld finished [took 106.2922s]
19/11/23 23:50:03| INFO binis_sld finished [took 112.4914s]
19/11/23 23:50:09| INFO binne_sld finished [took 124.3668s]
19/11/23 23:50:09| INFO binc_sld finished [took 131.8185s]
19/11/23 23:50:21| INFO binth_sld finished [took 128.1427s]
19/11/23 23:50:21| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 145.9791s]
19/11/23 23:50:21| INFO Dataset sample 0.20 of dataset imdb_9prevs started
19/11/23 23:51:51| INFO mulne_sld finished [took 73.1685s]
19/11/23 23:52:10| INFO mulc_sld finished [took 105.4723s]
19/11/23 23:52:14| INFO mulis_sld finished [took 92.1616s]
19/11/23 23:52:15| INFO mulmc_sld finished [took 104.7287s]
19/11/23 23:52:30| INFO ref finished [took 34.3636s]
19/11/23 23:52:37| INFO multh_sld finished [took 112.8385s]
19/11/23 23:52:37| INFO binc_sld finished [took 134.4139s]
19/11/23 23:52:40| INFO doc finished [took 22.2769s]
19/11/23 23:52:40| INFO binne_sld finished [took 124.8772s]
19/11/23 23:52:41| INFO atc_mc finished [took 28.1045s]
19/11/23 23:52:41| INFO binmc_sld finished [took 133.3348s]
19/11/23 23:52:43| INFO binth_sld finished [took 120.7157s]
19/11/23 23:52:43| INFO binis_sld finished [took 123.2648s]
19/11/23 23:52:43| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 142.3722s]
19/11/23 23:52:43| INFO Dataset sample 0.30 of dataset imdb_9prevs started
19/11/23 23:54:39| INFO mulis_sld finished [took 85.3745s]
19/11/23 23:54:46| INFO mulne_sld finished [took 96.5414s]
19/11/23 23:54:56| INFO mulc_sld finished [took 119.1146s]
19/11/23 23:55:04| INFO mulmc_sld finished [took 120.0640s]
19/11/23 23:55:07| INFO binis_sld finished [took 117.0343s]
19/11/23 23:55:09| INFO binmc_sld finished [took 127.4916s]
19/11/23 23:55:11| INFO binne_sld finished [took 124.5021s]
19/11/23 23:55:12| INFO binc_sld finished [took 135.3054s]
19/11/23 23:55:15| INFO ref finished [took 32.0290s]
19/11/23 23:55:18| INFO binth_sld finished [took 125.7843s]
19/11/23 23:55:19| INFO atc_mc finished [took 28.4154s]
19/11/23 23:55:19| INFO doc finished [took 18.6400s]
19/11/23 23:55:22| INFO multh_sld finished [took 128.1573s]
19/11/23 23:55:22| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 158.1832s]
19/11/23 23:55:22| INFO Dataset sample 0.40 of dataset imdb_9prevs started
19/11/23 23:57:15| INFO binmc_sld finished [took 108.0346s]
19/11/23 23:57:27| INFO binne_sld finished [took 109.1117s]
19/11/23 23:57:29| INFO mulmc_sld finished [took 115.6784s]
19/11/23 23:57:33| INFO binis_sld finished [took 114.6253s]
19/11/23 23:57:35| INFO mulis_sld finished [took 113.4259s]
19/11/23 23:57:36| INFO mulc_sld finished [took 124.3687s]
19/11/23 23:57:36| INFO multh_sld finished [took 110.0439s]
19/11/23 23:57:37| INFO binc_sld finished [took 130.7531s]
19/11/23 23:57:38| INFO mulne_sld finished [took 119.5803s]
19/11/23 23:57:43| INFO binth_sld finished [took 120.8479s]
19/11/23 23:57:45| INFO ref finished [took 27.3554s]
19/11/23 23:57:50| INFO doc finished [took 16.8253s]
19/11/23 23:57:56| INFO atc_mc finished [took 25.0577s]
19/11/23 23:57:56| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 154.0327s]
19/11/23 23:57:56| INFO Dataset sample 0.50 of dataset imdb_9prevs started
19/11/23 23:59:43| INFO binis_sld finished [took 87.7775s]
20/11/23 00:00:00| INFO mulc_sld finished [took 114.9223s]
20/11/23 00:00:04| INFO mulne_sld finished [took 111.4329s]
20/11/23 00:00:06| INFO binmc_sld finished [took 120.7173s]
20/11/23 00:00:07| INFO binc_sld finished [took 124.1436s]
20/11/23 00:00:09| INFO mulis_sld finished [took 114.4707s]
20/11/23 00:00:09| INFO binne_sld finished [took 118.8186s]
20/11/23 00:00:10| INFO mulmc_sld finished [took 122.9113s]
20/11/23 00:00:11| INFO multh_sld finished [took 112.3996s]
20/11/23 00:00:15| INFO ref finished [took 29.4460s]
20/11/23 00:00:22| INFO binth_sld finished [took 127.5721s]
20/11/23 00:00:24| INFO doc finished [took 15.9499s]
20/11/23 00:00:29| INFO atc_mc finished [took 25.9191s]
20/11/23 00:00:29| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 153.4151s]
20/11/23 00:00:29| INFO Dataset sample 0.60 of dataset imdb_9prevs started
20/11/23 00:02:13| INFO mulis_sld finished [took 87.7033s]
20/11/23 00:02:29| INFO mulmc_sld finished [took 110.5281s]
20/11/23 00:02:33| INFO mulne_sld finished [took 108.3609s]
20/11/23 00:02:37| INFO mulc_sld finished [took 121.5028s]
20/11/23 00:02:38| INFO binmc_sld finished [took 121.7889s]
20/11/23 00:02:38| INFO binis_sld finished [took 114.3734s]
20/11/23 00:02:39| INFO binc_sld finished [took 124.3830s]
20/11/23 00:02:40| INFO binne_sld finished [took 117.6827s]
20/11/23 00:02:43| INFO multh_sld finished [took 113.4091s]
20/11/23 00:02:45| INFO ref finished [took 29.3824s]
20/11/23 00:02:53| INFO doc finished [took 17.7077s]
20/11/23 00:02:56| INFO binth_sld finished [took 127.2292s]
20/11/23 00:02:57| INFO atc_mc finished [took 25.6247s]
20/11/23 00:02:57| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 148.0209s]
20/11/23 00:02:57| INFO Dataset sample 0.70 of dataset imdb_9prevs started
20/11/23 00:04:46| INFO binne_sld finished [took 91.2360s]
20/11/23 00:04:47| INFO binmc_sld finished [took 98.1656s]
20/11/23 00:05:00| INFO mulmc_sld finished [took 112.1577s]
20/11/23 00:05:06| INFO mulis_sld finished [took 107.0201s]
20/11/23 00:05:08| INFO mulc_sld finished [took 119.4217s]
20/11/23 00:05:10| INFO mulne_sld finished [took 114.7518s]
20/11/23 00:05:10| INFO binc_sld finished [took 125.1301s]
20/11/23 00:05:10| INFO binis_sld finished [took 114.0487s]
20/11/23 00:05:18| INFO ref finished [took 28.1777s]
20/11/23 00:05:24| INFO multh_sld finished [took 121.1092s]
20/11/23 00:05:24| INFO doc finished [took 18.6540s]
20/11/23 00:05:25| INFO atc_mc finished [took 33.9978s]
20/11/23 00:05:30| INFO binth_sld finished [took 129.8220s]
20/11/23 00:05:30| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 152.9090s]
20/11/23 00:05:30| INFO Dataset sample 0.80 of dataset imdb_9prevs started
20/11/23 00:07:26| INFO mulis_sld finished [took 95.8945s]
20/11/23 00:07:26| INFO mulc_sld finished [took 107.9725s]
20/11/23 00:07:26| INFO mulmc_sld finished [took 103.4727s]
20/11/23 00:07:33| INFO mulne_sld finished [took 106.0428s]
20/11/23 00:07:40| INFO multh_sld finished [took 105.2495s]
20/11/23 00:07:49| INFO binc_sld finished [took 130.9854s]
20/11/23 00:07:51| INFO doc finished [took 18.2320s]
20/11/23 00:07:56| INFO binmc_sld finished [took 137.6670s]
20/11/23 00:07:56| INFO binis_sld finished [took 126.8932s]
20/11/23 00:07:56| INFO binne_sld finished [took 130.6219s]
20/11/23 00:07:57| INFO ref finished [took 25.3001s]
20/11/23 00:07:58| INFO atc_mc finished [took 26.1779s]
20/11/23 00:08:08| INFO binth_sld finished [took 135.7807s]
20/11/23 00:08:08| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 158.0681s]
20/11/23 00:08:08| INFO Dataset sample 0.90 of dataset imdb_9prevs started
20/11/23 00:09:40| INFO mulc_sld finished [took 88.4792s]
20/11/23 00:09:54| INFO mulis_sld finished [took 89.9269s]
20/11/23 00:09:54| INFO mulne_sld finished [took 92.4793s]
20/11/23 00:09:57| INFO binis_sld finished [took 95.2158s]
20/11/23 00:10:03| INFO mulmc_sld finished [took 106.9438s]
20/11/23 00:10:08| INFO binmc_sld finished [took 113.7009s]
20/11/23 00:10:09| INFO binne_sld finished [took 111.6477s]
20/11/23 00:10:10| INFO ref finished [took 26.5953s]
20/11/23 00:10:11| INFO binc_sld finished [took 122.0284s]
20/11/23 00:10:19| INFO doc finished [took 21.6962s]
20/11/23 00:10:19| INFO binth_sld finished [took 113.8488s]
20/11/23 00:10:25| INFO atc_mc finished [took 27.5175s]
20/11/23 00:10:28| INFO multh_sld finished [took 120.4739s]
20/11/23 00:10:28| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 139.4509s]
----------------------------------------------------------------------------------------------------
20/11/23 00:10:28| INFO dataset rcv1_CCAT_9prevs [pool size: 10]
20/11/23 00:10:33| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
20/11/23 00:13:00| INFO mulne_sld finished [took 115.9090s]
20/11/23 00:13:28| INFO mulis_sld finished [took 130.6915s]
20/11/23 00:13:29| INFO mulc_sld finished [took 169.1016s]
20/11/23 00:13:35| INFO binc_sld finished [took 178.2322s]
20/11/23 00:13:43| INFO mulmc_sld finished [took 172.1262s]
20/11/23 00:13:55| INFO binmc_sld finished [took 189.7102s]
20/11/23 00:13:58| INFO binis_sld finished [took 170.2299s]
20/11/23 00:14:01| INFO binne_sld finished [took 183.9803s]
20/11/23 00:14:13| INFO binth_sld finished [took 168.8181s]
20/11/23 00:14:18| INFO multh_sld finished [took 164.6564s]
20/11/23 00:14:23| INFO ref finished [took 77.6156s]
20/11/23 00:14:27| INFO doc finished [took 49.2759s]
20/11/23 00:14:41| INFO atc_mc finished [took 67.6615s]
20/11/23 00:14:41| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 247.6575s]
20/11/23 00:14:41| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
----------------------------------------------------------------------------------------------------
20/11/23 00:16:35| INFO dataset imdb_9prevs [pool size: 10]
20/11/23 00:16:44| INFO Dataset sample 0.10 of dataset imdb_9prevs started
20/11/23 00:18:04| INFO mulne_sld finished [took 67.8666s]
20/11/23 00:18:21| INFO mulis_sld finished [took 79.5200s]
20/11/23 00:18:24| INFO mulc_sld finished [took 95.6359s]
20/11/23 00:18:25| INFO mulmc_sld finished [took 92.8795s]
20/11/23 00:18:35| INFO ref finished [took 28.1695s]
20/11/23 00:18:39| INFO binne_sld finished [took 103.3917s]
20/11/23 00:18:45| INFO binc_sld finished [took 118.8490s]
20/11/23 00:18:47| INFO doc finished [took 21.0948s]
20/11/23 00:18:50| INFO binmc_sld finished [took 119.1852s]
20/11/23 00:18:50| INFO multh_sld finished [took 104.8563s]
20/11/23 00:18:54| INFO atc_mc finished [took 31.0417s]
20/11/23 00:18:57| INFO binis_sld finished [took 116.9421s]
20/11/23 00:19:07| INFO binth_sld finished [took 121.8840s]
20/11/23 00:19:07| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 142.6238s]
20/11/23 00:19:07| INFO Dataset sample 0.20 of dataset imdb_9prevs started
20/11/23 00:20:38| INFO mulis_sld finished [took 71.8778s]
20/11/23 00:20:53| INFO mulne_sld finished [took 91.4618s]
20/11/23 00:20:53| INFO mulc_sld finished [took 100.2949s]
20/11/23 00:20:57| INFO mulmc_sld finished [took 99.2726s]
20/11/23 00:21:06| INFO ref finished [took 25.5743s]
20/11/23 00:21:12| INFO binc_sld finished [took 124.0126s]
20/11/23 00:21:18| INFO doc finished [took 21.6927s]
20/11/23 00:21:20| INFO atc_mc finished [took 25.8157s]
20/11/23 00:21:21| INFO multh_sld finished [took 111.4124s]
20/11/23 00:21:23| INFO binis_sld finished [took 119.4967s]
20/11/23 00:21:24| INFO binth_sld finished [took 114.5841s]
20/11/23 00:21:25| INFO binne_sld finished [took 126.8722s]
20/11/23 00:21:26| INFO binmc_sld finished [took 130.5365s]
20/11/23 00:21:26| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 139.4605s]
20/11/23 00:21:26| INFO Dataset sample 0.30 of dataset imdb_9prevs started
20/11/23 00:23:21| INFO binis_sld finished [took 88.3050s]
20/11/23 00:23:32| INFO mulis_sld finished [took 98.5505s]
20/11/23 00:23:36| INFO binmc_sld finished [took 112.1300s]
20/11/23 00:23:41| INFO mulc_sld finished [took 120.2860s]
20/11/23 00:23:46| INFO mulmc_sld finished [took 119.2722s]
20/11/23 00:23:48| INFO mulne_sld finished [took 114.0928s]
20/11/23 00:23:50| INFO binne_sld finished [took 121.2680s]
20/11/23 00:23:51| INFO binc_sld finished [took 131.6295s]
20/11/23 00:23:55| INFO ref finished [took 28.8743s]
20/11/23 00:23:59| INFO doc finished [took 17.8519s]
20/11/23 00:24:00| INFO multh_sld finished [took 122.4953s]
20/11/23 00:24:01| INFO binth_sld finished [took 125.1196s]
20/11/23 00:24:04| INFO atc_mc finished [took 27.7814s]
20/11/23 00:24:04| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 157.3641s]
20/11/23 00:24:04| INFO Dataset sample 0.40 of dataset imdb_9prevs started
20/11/23 00:25:52| INFO mulmc_sld finished [took 94.8594s]
20/11/23 00:25:55| INFO binne_sld finished [took 96.0832s]
20/11/23 00:26:07| INFO binc_sld finished [took 120.0740s]
20/11/23 00:26:13| INFO binis_sld finished [took 108.8858s]
20/11/23 00:26:13| INFO binmc_sld finished [took 120.3565s]
20/11/23 00:26:14| INFO mulne_sld finished [took 113.6228s]
20/11/23 00:26:14| INFO mulis_sld finished [took 109.4478s]
20/11/23 00:26:15| INFO mulc_sld finished [took 125.2912s]
20/11/23 00:26:22| INFO ref finished [took 28.3411s]
20/11/23 00:26:25| INFO binth_sld finished [took 117.7595s]
20/11/23 00:26:28| INFO doc finished [took 18.0926s]
20/11/23 00:26:28| INFO multh_sld finished [took 119.1539s]
20/11/23 00:26:30| INFO atc_mc finished [took 32.3410s]
20/11/23 00:26:30| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 145.9857s]
20/11/23 00:26:30| INFO Dataset sample 0.50 of dataset imdb_9prevs started
20/11/23 00:28:19| INFO mulmc_sld finished [took 98.9164s]
20/11/23 00:28:29| INFO mulne_sld finished [took 102.6961s]
20/11/23 00:28:36| INFO mulis_sld finished [took 104.2779s]
20/11/23 00:28:37| INFO binis_sld finished [took 107.9621s]
20/11/23 00:28:40| INFO binc_sld finished [took 126.4940s]
20/11/23 00:28:41| INFO binmc_sld finished [took 120.6530s]
20/11/23 00:28:43| INFO binne_sld finished [took 118.1814s]
20/11/23 00:28:44| INFO mulc_sld finished [took 124.5656s]
20/11/23 00:28:50| INFO ref finished [took 28.6919s]
20/11/23 00:28:50| INFO binth_sld finished [took 117.6468s]
20/11/23 00:28:57| INFO doc finished [took 17.8859s]
20/11/23 00:28:57| INFO multh_sld finished [took 123.5543s]
20/11/23 00:29:00| INFO atc_mc finished [took 27.9567s]
20/11/23 00:29:00| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 150.6545s]
20/11/23 00:29:00| INFO Dataset sample 0.60 of dataset imdb_9prevs started
20/11/23 00:30:44| INFO mulmc_sld finished [took 93.1591s]
20/11/23 00:30:47| INFO binis_sld finished [took 90.9832s]
20/11/23 00:31:04| INFO binne_sld finished [took 112.2835s]
20/11/23 00:31:09| INFO mulis_sld finished [took 111.5634s]
20/11/23 00:31:09| INFO mulc_sld finished [took 121.6244s]
20/11/23 00:31:09| INFO binmc_sld finished [took 121.0926s]
20/11/23 00:31:11| INFO mulne_sld finished [took 116.9556s]
20/11/23 00:31:11| INFO ref finished [took 24.0822s]
20/11/23 00:31:11| INFO binc_sld finished [took 125.7891s]
20/11/23 00:31:24| INFO atc_mc finished [took 33.6418s]
20/11/23 00:31:25| INFO doc finished [took 16.9497s]
20/11/23 00:31:25| INFO multh_sld finished [took 127.4382s]
20/11/23 00:31:28| INFO binth_sld finished [took 130.0088s]
20/11/23 00:31:28| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 147.9774s]
20/11/23 00:31:28| INFO Dataset sample 0.70 of dataset imdb_9prevs started
20/11/23 00:33:16| INFO mulne_sld finished [took 90.7284s]
20/11/23 00:33:29| INFO binis_sld finished [took 100.6865s]
20/11/23 00:33:31| INFO mulc_sld finished [took 113.6801s]
20/11/23 00:33:35| INFO mulmc_sld finished [took 112.2128s]
20/11/23 00:33:37| INFO mulis_sld finished [took 105.2554s]
20/11/23 00:33:39| INFO binc_sld finished [took 125.4343s]
20/11/23 00:33:42| INFO binmc_sld finished [took 121.8835s]
20/11/23 00:33:43| INFO binne_sld finished [took 115.0955s]
20/11/23 00:33:50| INFO ref finished [took 29.7580s]
20/11/23 00:33:53| INFO doc finished [took 17.5607s]
20/11/23 00:33:58| INFO multh_sld finished [took 124.8346s]
20/11/23 00:34:00| INFO atc_mc finished [took 26.1680s]
20/11/23 00:34:03| INFO binth_sld finished [took 132.1159s]
20/11/23 00:34:03| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 154.8471s]
20/11/23 00:34:03| INFO Dataset sample 0.80 of dataset imdb_9prevs started
20/11/23 00:35:43| INFO mulne_sld finished [took 81.2482s]
20/11/23 00:35:46| INFO mulmc_sld finished [took 89.7079s]
20/11/23 00:36:03| INFO mulc_sld finished [took 110.7065s]
20/11/23 00:36:03| INFO mulis_sld finished [took 99.1385s]
20/11/23 00:36:17| INFO ref finished [took 31.2432s]
20/11/23 00:36:17| INFO binne_sld finished [took 117.8703s]
20/11/23 00:36:21| INFO binc_sld finished [took 131.5421s]
20/11/23 00:36:26| INFO binis_sld finished [took 124.7673s]
20/11/23 00:36:28| INFO binmc_sld finished [took 133.7130s]
20/11/23 00:36:28| INFO doc finished [took 21.7416s]
20/11/23 00:36:29| INFO atc_mc finished [took 39.9990s]
20/11/23 00:36:35| INFO multh_sld finished [took 127.9219s]
20/11/23 00:36:59| INFO binth_sld finished [took 153.5796s]
20/11/23 00:36:59| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 176.0826s]
20/11/23 00:36:59| INFO Dataset sample 0.90 of dataset imdb_9prevs started
20/11/23 00:38:28| INFO mulc_sld finished [took 84.4039s]
20/11/23 00:38:45| INFO binc_sld finished [took 103.6141s]
20/11/23 00:38:45| INFO mulne_sld finished [took 95.0972s]
20/11/23 00:38:46| INFO mulis_sld finished [took 89.2126s]
20/11/23 00:38:53| INFO mulmc_sld finished [took 106.0765s]
20/11/23 00:38:56| INFO ref finished [took 25.6917s]
20/11/23 00:38:58| INFO binmc_sld finished [took 113.5090s]
20/11/23 00:38:59| INFO binne_sld finished [took 110.4619s]
20/11/23 00:39:03| INFO binis_sld finished [took 108.6786s]
20/11/23 00:39:08| INFO doc finished [took 19.1618s]
20/11/23 00:39:12| INFO binth_sld finished [took 114.0925s]
20/11/23 00:39:13| INFO atc_mc finished [took 24.5584s]
20/11/23 00:39:22| INFO multh_sld finished [took 123.1504s]
20/11/23 00:39:22| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 142.3060s]
----------------------------------------------------------------------------------------------------
20/11/23 00:39:22| INFO dataset rcv1_CCAT_9prevs [pool size: 10]
20/11/23 00:39:27| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
20/11/23 00:42:00| INFO binis_sld finished [took 115.8321s]
20/11/23 00:42:20| INFO mulc_sld finished [took 165.0972s]
20/11/23 00:42:21| INFO binne_sld finished [took 150.8876s]
20/11/23 00:42:27| INFO mulne_sld finished [took 148.3110s]
20/11/23 00:42:33| INFO binc_sld finished [took 182.7215s]
20/11/23 00:42:35| INFO mulmc_sld finished [took 169.3688s]
20/11/23 00:42:36| INFO mulis_sld finished [took 144.8530s]
20/11/23 00:42:36| INFO binmc_sld finished [took 176.9001s]
20/11/23 00:43:11| INFO multh_sld finished [took 166.8749s]
20/11/23 00:43:11| INFO binth_sld finished [took 174.9993s]
20/11/23 00:43:14| INFO ref finished [took 69.1528s]
20/11/23 00:43:19| INFO doc finished [took 50.1686s]
20/11/23 00:43:34| INFO atc_mc finished [took 68.8207s]
20/11/23 00:43:34| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 246.8511s]
20/11/23 00:43:34| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
20/11/23 00:45:56| INFO binc_sld finished [took 138.3342s]
20/11/23 00:46:28| INFO mulc_sld finished [took 166.5719s]
20/11/23 00:46:42| INFO binis_sld finished [took 147.4464s]
20/11/23 00:46:45| INFO binmc_sld finished [took 177.7465s]
20/11/23 00:46:50| INFO mulmc_sld finished [took 176.2568s]
20/11/23 00:46:52| INFO mulis_sld finished [took 150.4631s]
20/11/23 00:46:54| INFO mulne_sld finished [took 166.0867s]
20/11/23 00:46:57| INFO binne_sld finished [took 177.4205s]
20/11/23 00:47:07| INFO binth_sld finished [took 158.3204s]
20/11/23 00:47:09| INFO multh_sld finished [took 150.4514s]
20/11/23 00:47:22| INFO ref finished [took 79.9712s]
20/11/23 00:47:35| INFO doc finished [took 47.7517s]
20/11/23 00:47:38| INFO atc_mc finished [took 64.7940s]
20/11/23 00:47:38| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 244.3089s]
20/11/23 00:47:38| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
20/11/23 00:50:20| INFO mulc_sld finished [took 153.7060s]
20/11/23 00:50:21| INFO mulmc_sld finished [took 142.5541s]
20/11/23 00:50:31| INFO binmc_sld finished [took 159.0150s]
20/11/23 00:50:44| INFO binc_sld finished [took 182.4063s]
20/11/23 00:50:49| INFO mulne_sld finished [took 156.5250s]
20/11/23 00:50:58| INFO binis_sld finished [took 157.3410s]
20/11/23 00:50:59| INFO binne_sld finished [took 173.3606s]
20/11/23 00:51:07| INFO mulis_sld finished [took 157.3841s]
20/11/23 00:51:31| INFO multh_sld finished [took 163.8059s]
20/11/23 00:51:32| INFO binth_sld finished [took 175.6358s]
20/11/23 00:51:39| INFO doc finished [took 62.2887s]
20/11/23 00:51:40| INFO atc_mc finished [took 67.3028s]
20/11/23 00:51:40| INFO ref finished [took 72.3112s]
20/11/23 00:51:40| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 241.7056s]
20/11/23 00:51:40| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
20/11/23 00:54:02| INFO mulc_sld finished [took 136.2334s]
20/11/23 00:54:30| INFO binc_sld finished [took 167.0914s]
20/11/23 00:54:41| INFO binmc_sld finished [took 170.3883s]
20/11/23 00:54:47| INFO binis_sld finished [took 150.8876s]
20/11/23 00:54:47| INFO multh_sld finished [took 127.9076s]
20/11/23 00:54:50| INFO mulmc_sld finished [took 172.7417s]
20/11/23 00:54:53| INFO mulne_sld finished [took 163.0143s]
20/11/23 00:54:57| INFO binne_sld finished [took 173.7130s]
20/11/23 00:54:58| INFO mulis_sld finished [took 153.8961s]
20/11/23 00:55:20| INFO binth_sld finished [took 168.5792s]
20/11/23 00:55:27| INFO ref finished [took 80.9751s]
20/11/23 00:55:36| INFO doc finished [took 50.9969s]
20/11/23 00:55:38| INFO atc_mc finished [took 62.6829s]
20/11/23 00:55:38| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 237.3475s]
20/11/23 00:55:38| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
20/11/23 00:58:06| INFO binmc_sld finished [took 136.2163s]
20/11/23 00:58:18| INFO mulis_sld finished [took 112.8919s]
20/11/23 00:58:44| INFO mulc_sld finished [took 178.8120s]
20/11/23 00:58:51| INFO binc_sld finished [took 190.1384s]
20/11/23 00:58:55| INFO binne_sld finished [took 170.7204s]
20/11/23 00:58:59| INFO mulmc_sld finished [took 180.5449s]
20/11/23 00:59:01| INFO mulne_sld finished [took 170.7581s]
20/11/23 00:59:04| INFO binis_sld finished [took 165.5500s]
20/11/23 00:59:28| INFO binth_sld finished [took 174.7886s]
20/11/23 00:59:31| INFO ref finished [took 78.3391s]
20/11/23 00:59:33| INFO multh_sld finished [took 171.3846s]
20/11/23 00:59:39| INFO atc_mc finished [took 74.9501s]
20/11/23 00:59:41| INFO doc finished [took 51.0407s]
20/11/23 00:59:41| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 243.3608s]
20/11/23 00:59:41| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
20/11/23 01:02:22| INFO binc_sld finished [took 158.3553s]
20/11/23 01:02:29| INFO binis_sld finished [took 128.7879s]
20/11/23 01:02:36| INFO binmc_sld finished [took 162.7023s]
20/11/23 01:02:55| INFO mulmc_sld finished [took 174.2432s]
20/11/23 01:02:59| INFO binne_sld finished [took 173.6352s]
20/11/23 01:02:59| INFO mulc_sld finished [took 191.3728s]
20/11/23 01:03:02| INFO mulne_sld finished [took 167.2250s]
20/11/23 01:03:06| INFO mulis_sld finished [took 156.1943s]
20/11/23 01:03:15| INFO binth_sld finished [took 160.8140s]
20/11/23 01:03:34| INFO multh_sld finished [took 171.1508s]
20/11/23 01:03:35| INFO ref finished [took 67.5114s]
20/11/23 01:03:40| INFO doc finished [took 59.5871s]
20/11/23 01:03:47| INFO atc_mc finished [took 72.1116s]
20/11/23 01:03:47| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 245.9251s]
20/11/23 01:03:47| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
20/11/23 01:06:33| INFO binis_sld finished [took 124.1732s]
20/11/23 01:06:53| INFO mulne_sld finished [took 152.3696s]
20/11/23 01:07:01| INFO binth_sld finished [took 137.6109s]
20/11/23 01:07:06| INFO binc_sld finished [took 196.0501s]
20/11/23 01:07:07| INFO mulc_sld finished [took 192.3448s]
20/11/23 01:07:10| INFO mulis_sld finished [took 153.5243s]
20/11/23 01:07:11| INFO mulmc_sld finished [took 184.4175s]
20/11/23 01:07:14| INFO binne_sld finished [took 180.4549s]
20/11/23 01:07:17| INFO binmc_sld finished [took 198.1009s]
20/11/23 01:07:47| INFO multh_sld finished [took 173.6609s]
20/11/23 01:07:51| INFO ref finished [took 71.9026s]
20/11/23 01:07:56| INFO doc finished [took 49.3206s]
20/11/23 01:08:03| INFO atc_mc finished [took 64.2225s]
20/11/23 01:08:03| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 255.8466s]
20/11/23 01:08:03| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
20/11/23 01:10:29| INFO mulmc_sld finished [took 127.2929s]
20/11/23 01:11:09| INFO mulne_sld finished [took 151.8645s]
20/11/23 01:11:11| INFO binmc_sld finished [took 175.6823s]
20/11/23 01:11:12| INFO mulc_sld finished [took 182.3750s]
20/11/23 01:11:32| INFO mulis_sld finished [took 161.0005s]
20/11/23 01:11:33| INFO binis_sld finished [took 170.1795s]
20/11/23 01:11:34| INFO binne_sld finished [took 185.0089s]
20/11/23 01:11:35| INFO binc_sld finished [took 208.2198s]
20/11/23 01:11:43| INFO multh_sld finished [took 155.4031s]
20/11/23 01:12:02| INFO ref finished [took 86.9709s]
20/11/23 01:12:12| INFO binth_sld finished [took 193.3740s]
20/11/23 01:12:13| INFO doc finished [took 52.0456s]
20/11/23 01:12:19| INFO atc_mc finished [took 61.7332s]
20/11/23 01:12:19| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 256.3892s]
20/11/23 01:12:19| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
20/11/23 01:14:44| INFO mulc_sld finished [took 138.3406s]
20/11/23 01:15:09| INFO mulmc_sld finished [took 150.5529s]
20/11/23 01:15:27| INFO binmc_sld finished [took 175.5407s]
20/11/23 01:15:28| INFO mulis_sld finished [took 141.2127s]
20/11/23 01:15:32| INFO binc_sld finished [took 190.1867s]
20/11/23 01:15:36| INFO mulne_sld finished [took 164.8945s]
20/11/23 01:15:52| INFO binis_sld finished [took 172.4844s]
20/11/23 01:15:53| INFO binne_sld finished [took 189.3600s]
20/11/23 01:16:02| INFO binth_sld finished [took 168.9177s]
20/11/23 01:16:10| INFO multh_sld finished [took 168.8257s]
20/11/23 01:16:17| INFO ref finished [took 87.2527s]
20/11/23 01:16:18| INFO atc_mc finished [took 63.9757s]
20/11/23 01:16:21| INFO doc finished [took 49.9187s]
20/11/23 01:16:21| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 242.3025s]
----------------------------------------------------------------------------------------------------
20/11/23 01:45:57| INFO dataset imdb_9prevs [pool size: 10]
20/11/23 01:46:07| INFO Dataset sample 0.10 of dataset imdb_9prevs started
20/11/23 01:47:01| INFO mulc_sld finished [took 51.7971s]
20/11/23 01:47:01| INFO mulne_sld finished [took 44.4545s]
20/11/23 01:47:04| INFO mulmc_sld finished [took 53.5056s]
20/11/23 01:47:04| INFO mulis_sld finished [took 44.1189s]
20/11/23 01:47:21| INFO binmc_sld finished [took 71.6965s]
20/11/23 01:47:21| INFO binc_sld finished [took 73.4867s]
20/11/23 01:47:22| INFO binis_sld finished [took 64.7095s]
20/11/23 01:47:22| INFO binne_sld finished [took 67.9910s]
20/11/23 01:47:23| INFO doc finished [took 17.7008s]
20/11/23 01:47:24| INFO ref finished [took 20.7662s]
20/11/23 01:47:29| INFO atc_mc finished [took 24.9997s]
----------------------------------------------------------------------------------------------------
20/11/23 01:49:20| INFO dataset imdb_9prevs [pool size: 10]
20/11/23 01:49:30| INFO Dataset sample 0.10 of dataset imdb_9prevs started
20/11/23 01:50:22| INFO mulne_sld finished [took 43.0802s]
20/11/23 01:50:23| INFO mulc_sld finished [took 50.2426s]
20/11/23 01:50:25| INFO mulmc_sld finished [took 51.7277s]
20/11/23 01:50:28| INFO mulis_sld finished [took 44.4241s]
20/11/23 01:50:43| INFO binc_sld finished [took 71.4506s]
20/11/23 01:50:44| INFO binne_sld finished [took 69.3154s]
20/11/23 01:50:44| INFO binmc_sld finished [took 70.8425s]
20/11/23 01:50:44| INFO binis_sld finished [took 66.1399s]
20/11/23 01:50:46| INFO doc finished [took 17.0927s]
20/11/23 01:50:46| INFO ref finished [took 19.4784s]
20/11/23 01:50:52| INFO atc_mc finished [took 25.1916s]
----------------------------------------------------------------------------------------------------
20/11/23 02:12:36| INFO dataset imdb_9prevs [pool size: 10]
20/11/23 02:12:46| INFO Dataset sample 0.10 of dataset imdb_9prevs started
----------------------------------------------------------------------------------------------------
20/11/23 02:15:00| INFO dataset imdb_9prevs [pool size: 10]
20/11/23 02:15:10| INFO Dataset sample 0.10 of dataset imdb_9prevs started
20/11/23 02:16:34| INFO multh_sld finished [took 62.5794s]
20/11/23 02:16:39| INFO mulmc_sld finished [took 82.9832s]
20/11/23 02:16:43| INFO mulc_sld finished [took 89.4444s]
20/11/23 02:16:47| INFO mulne_sld finished [took 84.4205s]
20/11/23 02:16:51| INFO mulis_sld finished [took 84.4776s]
20/11/23 02:16:59| INFO ref finished [took 23.2338s]
20/11/23 02:17:04| INFO doc finished [took 18.7454s]
20/11/23 02:17:10| INFO atc_mc finished [took 28.4913s]
20/11/23 02:17:16| INFO binne_sld finished [took 114.6062s]
20/11/23 02:17:19| INFO binmc_sld finished [took 123.2626s]
20/11/23 02:17:19| INFO binc_sld finished [took 127.0802s]
20/11/23 02:17:20| INFO binth_sld finished [took 110.8454s]
20/11/23 02:17:21| INFO binis_sld finished [took 115.6158s]
20/11/23 02:17:21| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 131.7450s]
20/11/23 02:17:21| INFO Dataset sample 0.20 of dataset imdb_9prevs started
20/11/23 02:18:51| INFO mulc_sld finished [took 85.2962s]
20/11/23 02:18:55| INFO mulis_sld finished [took 74.6400s]
20/11/23 02:19:06| INFO mulne_sld finished [took 90.6245s]
20/11/23 02:19:10| INFO mulmc_sld finished [took 97.3879s]
20/11/23 02:19:13| INFO multh_sld finished [took 88.2680s]
20/11/23 02:19:20| INFO ref finished [took 25.6168s]
20/11/23 02:19:30| INFO atc_mc finished [took 31.9016s]
20/11/23 02:19:31| INFO doc finished [took 22.2173s]
20/11/23 02:19:36| INFO binne_sld finished [took 120.6272s]
20/11/23 02:19:36| INFO binc_sld finished [took 132.0614s]
20/11/23 02:19:38| INFO binis_sld finished [took 120.2652s]
20/11/23 02:19:42| INFO binmc_sld finished [took 132.9301s]
20/11/23 02:19:44| INFO binth_sld finished [took 121.0989s]
20/11/23 02:19:44| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 142.4625s]
20/11/23 02:19:44| INFO Dataset sample 0.30 of dataset imdb_9prevs started
20/11/23 02:21:45| INFO binmc_sld finished [took 101.5670s]
20/11/23 02:21:49| INFO multh_sld finished [took 94.4380s]
20/11/23 02:22:00| INFO binc_sld finished [took 129.5249s]
20/11/23 02:22:01| INFO mulmc_sld finished [took 117.2280s]
20/11/23 02:22:07| INFO mulis_sld finished [took 114.9215s]
20/11/23 02:22:07| INFO mulne_sld finished [took 117.0881s]
20/11/23 02:22:07| INFO mulc_sld finished [took 128.6287s]
20/11/23 02:22:11| INFO binis_sld finished [took 120.9556s]
20/11/23 02:22:14| INFO binth_sld finished [took 119.2709s]
20/11/23 02:22:14| INFO binne_sld finished [took 130.7185s]
20/11/23 02:22:16| INFO ref finished [took 27.1156s]
20/11/23 02:22:22| INFO doc finished [took 15.8766s]
20/11/23 02:22:24| INFO atc_mc finished [took 30.1662s]
20/11/23 02:22:24| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 160.1677s]
20/11/23 02:22:24| INFO Dataset sample 0.40 of dataset imdb_9prevs started
20/11/23 02:24:13| INFO mulis_sld finished [took 87.9466s]
20/11/23 02:24:17| INFO multh_sld finished [took 90.9778s]
20/11/23 02:24:36| INFO binne_sld finished [took 117.5388s]
20/11/23 02:24:40| INFO mulc_sld finished [took 127.3694s]
20/11/23 02:24:40| INFO binis_sld finished [took 116.1724s]
20/11/23 02:24:40| INFO ref finished [took 24.2116s]
20/11/23 02:24:40| INFO binmc_sld finished [took 125.7952s]
20/11/23 02:24:40| INFO binc_sld finished [took 130.3068s]
20/11/23 02:24:40| INFO mulmc_sld finished [took 124.1817s]
20/11/23 02:24:40| INFO binth_sld finished [took 114.7026s]
20/11/23 02:24:42| INFO mulne_sld finished [took 121.7398s]
20/11/23 02:24:50| INFO atc_mc finished [took 30.2635s]
20/11/23 02:24:54| INFO doc finished [took 13.9604s]
20/11/23 02:24:54| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 149.7514s]
20/11/23 02:24:54| INFO Dataset sample 0.50 of dataset imdb_9prevs started
20/11/23 02:26:49| INFO binne_sld finished [took 98.3603s]
20/11/23 02:26:52| INFO mulis_sld finished [took 99.7340s]
20/11/23 02:27:04| INFO binis_sld finished [took 114.1072s]
20/11/23 02:27:06| INFO mulmc_sld finished [took 117.8740s]
20/11/23 02:27:07| INFO mulc_sld finished [took 123.9307s]
20/11/23 02:27:07| INFO binmc_sld finished [took 122.2066s]
20/11/23 02:27:08| INFO binc_sld finished [took 129.3348s]
20/11/23 02:27:08| INFO binth_sld finished [took 115.5407s]
20/11/23 02:27:11| INFO multh_sld finished [took 113.9073s]
20/11/23 02:27:12| INFO mulne_sld finished [took 120.2535s]
20/11/23 02:27:18| INFO ref finished [took 25.3635s]
20/11/23 02:27:23| INFO doc finished [took 15.6328s]
20/11/23 02:27:25| INFO atc_mc finished [took 29.9609s]
20/11/23 02:27:25| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 151.1912s]
20/11/23 02:27:25| INFO Dataset sample 0.60 of dataset imdb_9prevs started
20/11/23 02:29:16| INFO binth_sld finished [took 91.5954s]
20/11/23 02:29:26| INFO mulmc_sld finished [took 109.6059s]
20/11/23 02:29:31| INFO binmc_sld finished [took 118.7185s]
20/11/23 02:29:31| INFO mulne_sld finished [took 112.4777s]
20/11/23 02:29:32| INFO mulc_sld finished [took 121.3510s]
20/11/23 02:29:35| INFO binne_sld finished [took 117.0660s]
20/11/23 02:29:36| INFO mulis_sld finished [took 114.6797s]
20/11/23 02:29:36| INFO binc_sld finished [took 129.1132s]
20/11/23 02:29:38| INFO binis_sld finished [took 117.0051s]
20/11/23 02:29:38| INFO multh_sld finished [took 113.8046s]
20/11/23 02:29:45| INFO ref finished [took 26.5570s]
20/11/23 02:29:49| INFO doc finished [took 16.3554s]
20/11/23 02:29:55| INFO atc_mc finished [took 25.5716s]
20/11/23 02:29:55| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 149.5232s]
20/11/23 02:29:55| INFO Dataset sample 0.70 of dataset imdb_9prevs started
20/11/23 02:31:46| INFO binth_sld finished [took 88.5796s]
20/11/23 02:31:52| INFO binmc_sld finished [took 104.4955s]
20/11/23 02:32:02| INFO multh_sld finished [took 105.8779s]
20/11/23 02:32:05| INFO mulc_sld finished [took 121.5348s]
20/11/23 02:32:05| INFO mulmc_sld finished [took 112.7843s]
20/11/23 02:32:07| INFO mulis_sld finished [took 112.9650s]
20/11/23 02:32:10| INFO binc_sld finished [took 130.0205s]
20/11/23 02:32:10| INFO binis_sld finished [took 118.5606s]
20/11/23 02:32:11| INFO mulne_sld finished [took 118.1357s]
20/11/23 02:32:12| INFO binne_sld finished [took 120.2522s]
20/11/23 02:32:17| INFO ref finished [took 26.3437s]
20/11/23 02:32:22| INFO doc finished [took 16.6700s]
20/11/23 02:32:26| INFO atc_mc finished [took 30.5879s]
20/11/23 02:32:26| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 151.6189s]
20/11/23 02:32:26| INFO Dataset sample 0.80 of dataset imdb_9prevs started
20/11/23 02:34:25| INFO mulis_sld finished [took 99.3573s]
20/11/23 02:34:28| INFO mulne_sld finished [took 105.9678s]
20/11/23 02:34:30| INFO mulc_sld finished [took 112.3542s]
20/11/23 02:34:33| INFO mulmc_sld finished [took 113.0966s]
20/11/23 02:34:35| INFO multh_sld finished [took 107.3173s]
20/11/23 02:34:39| INFO binc_sld finished [took 122.6565s]
20/11/23 02:34:41| INFO binth_sld finished [took 115.4261s]
20/11/23 02:34:42| INFO binne_sld finished [took 119.2260s]
20/11/23 02:34:42| INFO binmc_sld finished [took 121.4877s]
20/11/23 02:34:49| INFO binis_sld finished [took 125.4555s]
20/11/23 02:34:52| INFO ref finished [took 24.4455s]
20/11/23 02:34:53| INFO doc finished [took 18.4487s]
20/11/23 02:34:59| INFO atc_mc finished [took 26.2921s]
20/11/23 02:34:59| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 152.6033s]
20/11/23 02:34:59| INFO Dataset sample 0.90 of dataset imdb_9prevs started
20/11/23 02:36:34| INFO mulmc_sld finished [took 87.7047s]
20/11/23 02:36:44| INFO mulc_sld finished [took 101.1617s]
20/11/23 02:36:49| INFO mulne_sld finished [took 100.9511s]
20/11/23 02:36:52| INFO binis_sld finished [took 99.6242s]
20/11/23 02:36:52| INFO mulis_sld finished [took 97.8413s]
20/11/23 02:36:56| INFO multh_sld finished [took 99.4169s]
20/11/23 02:36:58| INFO binc_sld finished [took 117.1330s]
20/11/23 02:37:02| INFO binne_sld finished [took 112.9363s]
20/11/23 02:37:05| INFO binth_sld finished [took 109.0090s]
20/11/23 02:37:05| INFO binmc_sld finished [took 119.7268s]
20/11/23 02:37:05| INFO ref finished [took 27.9725s]
20/11/23 02:37:09| INFO doc finished [took 17.2184s]
20/11/23 02:37:14| INFO atc_mc finished [took 26.6428s]
20/11/23 02:37:14| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 134.7816s]
----------------------------------------------------------------------------------------------------
20/11/23 02:37:14| INFO dataset rcv1_CCAT_9prevs [pool size: 10]
20/11/23 02:37:20| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
20/11/23 02:39:42| INFO mulmc_sld finished [took 124.2174s]
20/11/23 02:40:01| INFO binis_sld finished [took 125.6815s]
20/11/23 02:40:11| INFO mulc_sld finished [took 163.8885s]
20/11/23 02:40:29| INFO binc_sld finished [took 185.6913s]
20/11/23 02:40:35| INFO mulne_sld finished [took 164.7404s]
20/11/23 02:40:37| INFO binmc_sld finished [took 185.2177s]
20/11/23 02:40:42| INFO mulis_sld finished [took 157.7587s]
20/11/23 02:40:44| INFO multh_sld finished [took 145.3169s]
20/11/23 02:40:48| INFO binne_sld finished [took 185.6119s]
20/11/23 02:40:56| INFO binth_sld finished [took 165.8682s]
20/11/23 02:41:03| INFO ref finished [took 76.4049s]
20/11/23 02:41:14| INFO doc finished [took 58.1690s]
20/11/23 02:41:20| INFO atc_mc finished [took 73.6710s]
20/11/23 02:41:20| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 240.7076s]
20/11/23 02:41:20| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
20/11/23 02:43:56| INFO binne_sld finished [took 130.6488s]
20/11/23 02:44:03| INFO mulmc_sld finished [took 142.5655s]
20/11/23 02:44:19| INFO mulc_sld finished [took 171.0331s]
20/11/23 02:44:20| INFO binc_sld finished [took 175.8468s]
20/11/23 02:44:29| INFO binmc_sld finished [took 176.5526s]
20/11/23 02:44:37| INFO mulne_sld finished [took 163.7885s]
20/11/23 02:44:39| INFO mulis_sld finished [took 149.0380s]
20/11/23 02:44:50| INFO binis_sld finished [took 168.0236s]
20/11/23 02:44:52| INFO multh_sld finished [took 148.2326s]
20/11/23 02:44:53| INFO binth_sld finished [took 156.7037s]
20/11/23 02:45:13| INFO ref finished [took 71.6390s]
20/11/23 02:45:17| INFO doc finished [took 52.3994s]
20/11/23 02:45:22| INFO atc_mc finished [took 73.6028s]
20/11/23 02:45:22| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 241.7298s]
20/11/23 02:45:22| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
20/11/23 02:48:06| INFO mulmc_sld finished [took 143.2181s]
20/11/23 02:48:18| INFO mulis_sld finished [took 123.3667s]
20/11/23 02:48:23| INFO binc_sld finished [took 177.5666s]
20/11/23 02:48:26| INFO mulc_sld finished [took 176.4542s]
20/11/23 02:48:37| INFO binmc_sld finished [took 182.0788s]
20/11/23 02:48:42| INFO binne_sld finished [took 172.8659s]
20/11/23 02:48:50| INFO mulne_sld finished [took 171.8171s]
20/11/23 02:48:51| INFO binis_sld finished [took 165.0980s]
20/11/23 02:48:55| INFO multh_sld finished [took 143.0395s]
20/11/23 02:48:57| INFO binth_sld finished [took 157.1447s]
20/11/23 02:49:25| INFO ref finished [took 70.9916s]
20/11/23 02:49:26| INFO doc finished [took 55.7335s]
20/11/23 02:49:32| INFO atc_mc finished [took 67.3696s]
20/11/23 02:49:32| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 249.6781s]
20/11/23 02:49:32| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
20/11/23 02:52:10| INFO mulc_sld finished [took 152.6616s]
20/11/23 02:52:13| INFO binth_sld finished [took 111.9174s]
20/11/23 02:52:29| INFO binc_sld finished [took 173.9141s]
20/11/23 02:52:35| INFO binmc_sld finished [took 173.5471s]
20/11/23 02:52:35| INFO mulne_sld finished [took 153.0392s]
20/11/23 02:52:40| INFO binne_sld finished [took 165.1350s]
20/11/23 02:52:40| INFO multh_sld finished [took 128.9375s]
20/11/23 02:52:41| INFO binis_sld finished [took 152.7568s]
20/11/23 02:52:41| INFO mulmc_sld finished [took 172.7837s]
20/11/23 02:52:49| INFO mulis_sld finished [took 156.9706s]
20/11/23 02:53:18| INFO ref finished [took 63.0215s]
20/11/23 02:53:20| INFO doc finished [took 47.0408s]
20/11/23 02:53:26| INFO atc_mc finished [took 66.3868s]
20/11/23 02:53:26| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 233.8338s]
20/11/23 02:53:26| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
20/11/23 02:55:54| INFO binmc_sld finished [took 136.1929s]
20/11/23 02:56:14| INFO binth_sld finished [took 111.4439s]
20/11/23 02:56:28| INFO binc_sld finished [took 179.7965s]
20/11/23 02:56:39| INFO mulc_sld finished [took 185.7500s]
20/11/23 02:56:47| INFO mulmc_sld finished [took 181.4598s]
20/11/23 02:56:49| INFO mulne_sld finished [took 167.2435s]
20/11/23 02:56:50| INFO binne_sld finished [took 178.5580s]
20/11/23 02:56:53| INFO mulis_sld finished [took 158.8141s]
20/11/23 02:56:55| INFO binis_sld finished [took 170.4231s]
20/11/23 02:57:02| INFO multh_sld finished [took 150.4544s]
20/11/23 02:57:16| INFO ref finished [took 77.3704s]
20/11/23 02:57:23| INFO doc finished [took 49.4094s]
20/11/23 02:57:34| INFO atc_mc finished [took 74.5552s]
20/11/23 02:57:34| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 248.3413s]
20/11/23 02:57:34| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
20/11/23 03:00:03| INFO binmc_sld finished [took 136.7756s]
20/11/23 03:00:28| INFO multh_sld finished [took 110.5973s]
20/11/23 03:00:34| INFO mulc_sld finished [took 173.3616s]
20/11/23 03:00:35| INFO binc_sld finished [took 177.9362s]
20/11/23 03:00:51| INFO binne_sld finished [took 172.1176s]
20/11/23 03:00:55| INFO mulmc_sld finished [took 182.5879s]
20/11/23 03:00:58| INFO mulne_sld finished [took 170.8795s]
20/11/23 03:00:59| INFO binth_sld finished [took 150.6188s]
20/11/23 03:01:00| INFO binis_sld finished [took 167.1273s]
20/11/23 03:01:04| INFO mulis_sld finished [took 163.5621s]
20/11/23 03:01:28| INFO ref finished [took 80.1209s]
20/11/23 03:01:32| INFO doc finished [took 53.1106s]
20/11/23 03:01:44| INFO atc_mc finished [took 71.1038s]
20/11/23 03:01:44| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 250.2109s]
20/11/23 03:01:44| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
20/11/23 03:04:25| INFO binmc_sld finished [took 148.8335s]
20/11/23 03:04:46| INFO mulne_sld finished [took 151.3762s]
20/11/23 03:04:49| INFO multh_sld finished [took 118.5429s]
20/11/23 03:04:57| INFO mulc_sld finished [took 185.1404s]
20/11/23 03:05:00| INFO binc_sld finished [took 191.9336s]
20/11/23 03:05:14| INFO mulmc_sld finished [took 189.3051s]
20/11/23 03:05:17| INFO binne_sld finished [took 185.9626s]
20/11/23 03:05:17| INFO binis_sld finished [took 172.7355s]
20/11/23 03:05:19| INFO binth_sld finished [took 158.7829s]
20/11/23 03:05:20| INFO mulis_sld finished [took 167.7952s]
20/11/23 03:05:45| INFO ref finished [took 73.3493s]
20/11/23 03:05:45| INFO doc finished [took 49.5262s]
20/11/23 03:06:01| INFO atc_mc finished [took 68.8520s]
20/11/23 03:06:01| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 256.9468s]
20/11/23 03:06:01| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
20/11/23 03:08:44| INFO binne_sld finished [took 136.0221s]
20/11/23 03:08:52| INFO binmc_sld finished [took 158.0137s]
20/11/23 03:09:06| INFO mulc_sld finished [took 177.0021s]
20/11/23 03:09:14| INFO mulmc_sld finished [took 171.6045s]
20/11/23 03:09:21| INFO mulne_sld finished [took 165.6974s]
20/11/23 03:09:28| INFO multh_sld finished [took 142.8486s]
20/11/23 03:09:30| INFO binis_sld finished [took 168.8002s]
20/11/23 03:09:32| INFO binc_sld finished [took 206.6594s]
20/11/23 03:09:35| INFO mulis_sld finished [took 166.2826s]
20/11/23 03:09:38| INFO binth_sld finished [took 162.4726s]
20/11/23 03:10:03| INFO ref finished [took 72.7353s]
20/11/23 03:10:05| INFO doc finished [took 52.3474s]
20/11/23 03:10:07| INFO atc_mc finished [took 70.1920s]
20/11/23 03:10:07| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 246.2453s]
20/11/23 03:10:07| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
20/11/23 03:12:31| INFO mulmc_sld finished [took 125.2117s]
20/11/23 03:12:42| INFO mulis_sld finished [took 108.8717s]
20/11/23 03:13:09| INFO mulc_sld finished [took 174.3136s]
20/11/23 03:13:17| INFO mulne_sld finished [took 157.1515s]
20/11/23 03:13:34| INFO multh_sld finished [took 145.0756s]
20/11/23 03:13:40| INFO binc_sld finished [took 208.8105s]
20/11/23 03:13:41| INFO binmc_sld finished [took 202.8220s]
20/11/23 03:13:42| INFO binne_sld finished [took 190.3638s]
20/11/23 03:13:47| INFO binis_sld finished [took 181.3682s]
20/11/23 03:13:53| INFO binth_sld finished [took 173.3906s]
20/11/23 03:14:02| INFO ref finished [took 85.9214s]
20/11/23 03:14:08| INFO atc_mc finished [took 79.6540s]
20/11/23 03:14:13| INFO doc finished [took 58.8225s]
20/11/23 03:14:13| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 245.2229s]
----------------------------------------------------------------------------------------------------
20/11/23 03:16:56| INFO dataset imdb_9prevs [pool size: 10]
20/11/23 03:17:05| INFO Dataset sample 0.10 of dataset imdb_9prevs started
20/11/23 03:18:40| INFO mulne_sld finished [took 81.3932s]
20/11/23 03:18:43| INFO mulc_sld finished [took 95.4489s]
20/11/23 03:18:46| INFO mulis_sld finished [took 83.8036s]
20/11/23 03:18:46| INFO mulmc_sld finished [took 93.0751s]
20/11/23 03:18:48| INFO multh_sld finished [took 82.2152s]
20/11/23 03:18:55| INFO binne_sld finished [took 98.5234s]
20/11/23 03:19:03| INFO binmc_sld finished [took 109.8935s]
20/11/23 03:19:08| INFO doc finished [took 20.0552s]
20/11/23 03:19:09| INFO ref finished [took 27.0392s]
20/11/23 03:19:10| INFO binth_sld finished [took 104.7917s]
20/11/23 03:19:11| INFO binis_sld finished [took 110.8898s]
20/11/23 03:19:11| INFO binc_sld finished [took 122.7801s]
20/11/23 03:19:16| INFO atc_mc finished [took 30.8205s]
20/11/23 03:19:16| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 131.1545s]
20/11/23 03:19:16| INFO Dataset sample 0.20 of dataset imdb_9prevs started
20/11/23 03:20:47| INFO mulis_sld finished [took 72.6210s]
20/11/23 03:21:01| INFO mulne_sld finished [took 85.4837s]
20/11/23 03:21:04| INFO multh_sld finished [took 84.1770s]
20/11/23 03:21:06| INFO mulc_sld finished [took 104.5922s]
20/11/23 03:21:08| INFO mulmc_sld finished [took 102.0137s]
20/11/23 03:21:17| INFO ref finished [took 27.5865s]
20/11/23 03:21:18| INFO binmc_sld finished [took 115.8399s]
20/11/23 03:21:28| INFO binis_sld finished [took 115.0524s]
20/11/23 03:21:28| INFO doc finished [took 21.4023s]
20/11/23 03:21:29| INFO binc_sld finished [took 131.1860s]
20/11/23 03:21:32| INFO binne_sld finished [took 122.0942s]
20/11/23 03:21:32| INFO binth_sld finished [took 114.0822s]
20/11/23 03:21:34| INFO atc_mc finished [took 31.1240s]
20/11/23 03:21:34| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 138.2053s]
20/11/23 03:21:34| INFO Dataset sample 0.30 of dataset imdb_9prevs started
20/11/23 03:23:29| INFO binis_sld finished [took 88.6104s]
20/11/23 03:23:38| INFO multh_sld finished [took 91.2502s]
20/11/23 03:23:43| INFO mulc_sld finished [took 112.3699s]
20/11/23 03:23:53| INFO mulne_sld finished [took 114.3377s]
20/11/23 03:23:55| INFO binmc_sld finished [took 122.9044s]
20/11/23 03:23:56| INFO mulis_sld finished [took 115.0132s]
20/11/23 03:23:56| INFO mulmc_sld finished [took 119.5200s]
20/11/23 03:23:59| INFO binc_sld finished [took 130.2273s]
20/11/23 03:24:01| INFO binne_sld finished [took 125.0571s]
20/11/23 03:24:01| INFO binth_sld finished [took 119.9793s]
20/11/23 03:24:05| INFO ref finished [took 30.2814s]
20/11/23 03:24:06| INFO doc finished [took 17.9100s]
20/11/23 03:24:13| INFO atc_mc finished [took 30.4248s]
20/11/23 03:24:13| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 158.6873s]
20/11/23 03:24:13| INFO Dataset sample 0.40 of dataset imdb_9prevs started
20/11/23 03:26:01| INFO mulmc_sld finished [took 95.0432s]
20/11/23 03:26:05| INFO mulne_sld finished [took 96.7000s]
20/11/23 03:26:20| INFO binth_sld finished [took 106.9869s]
20/11/23 03:26:24| INFO binne_sld finished [took 116.3876s]
20/11/23 03:26:25| INFO mulis_sld finished [took 111.4375s]
20/11/23 03:26:25| INFO binis_sld finished [took 114.4541s]
20/11/23 03:26:25| INFO binmc_sld finished [took 119.5952s]
20/11/23 03:26:26| INFO binc_sld finished [took 128.5900s]
20/11/23 03:26:26| INFO mulc_sld finished [took 125.1660s]
20/11/23 03:26:27| INFO multh_sld finished [took 110.9461s]
20/11/23 03:26:32| INFO ref finished [took 28.3574s]
20/11/23 03:26:39| INFO doc finished [took 16.2317s]
20/11/23 03:26:39| INFO atc_mc finished [took 31.8006s]
20/11/23 03:26:39| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 146.0910s]
20/11/23 03:26:39| INFO Dataset sample 0.50 of dataset imdb_9prevs started
20/11/23 03:28:24| INFO binc_sld finished [took 101.7037s]
20/11/23 03:28:35| INFO mulne_sld finished [took 99.3588s]
20/11/23 03:28:45| INFO binmc_sld finished [took 116.8989s]
20/11/23 03:28:47| INFO mulis_sld finished [took 109.1290s]
20/11/23 03:28:49| INFO mulmc_sld finished [took 119.7499s]
20/11/23 03:28:50| INFO mulc_sld finished [took 123.3248s]
20/11/23 03:28:51| INFO binis_sld finished [took 112.9436s]
20/11/23 03:28:51| INFO binth_sld finished [took 111.2697s]
20/11/23 03:28:51| INFO binne_sld finished [took 115.3490s]
20/11/23 03:28:53| INFO multh_sld finished [took 111.7482s]
20/11/23 03:28:57| INFO ref finished [took 29.3109s]
20/11/23 03:29:04| INFO doc finished [took 16.3394s]
20/11/23 03:29:07| INFO atc_mc finished [took 29.3865s]
20/11/23 03:29:07| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 147.8627s]
20/11/23 03:29:07| INFO Dataset sample 0.60 of dataset imdb_9prevs started
20/11/23 03:30:53| INFO binmc_sld finished [took 97.7993s]
20/11/23 03:30:53| INFO mulc_sld finished [took 99.3869s]
20/11/23 03:31:10| INFO binis_sld finished [took 108.6214s]
20/11/23 03:31:13| INFO multh_sld finished [took 104.8251s]
20/11/23 03:31:16| INFO mulmc_sld finished [took 118.3733s]
20/11/23 03:31:17| INFO binth_sld finished [took 109.9540s]
20/11/23 03:31:18| INFO binne_sld finished [took 118.2111s]
20/11/23 03:31:18| INFO mulis_sld finished [took 114.1723s]
20/11/23 03:31:18| INFO binc_sld finished [took 125.9541s]
20/11/23 03:31:18| INFO mulne_sld finished [took 115.5996s]
20/11/23 03:31:24| INFO ref finished [took 27.6424s]
20/11/23 03:31:28| INFO atc_mc finished [took 31.4376s]
20/11/23 03:31:30| INFO doc finished [took 17.3008s]
20/11/23 03:31:30| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 142.7797s]
20/11/23 03:31:30| INFO Dataset sample 0.70 of dataset imdb_9prevs started
20/11/23 03:33:19| INFO binne_sld finished [took 94.8898s]
20/11/23 03:33:27| INFO multh_sld finished [took 92.2214s]
20/11/23 03:33:38| INFO mulmc_sld finished [took 112.5445s]
20/11/23 03:33:40| INFO mulc_sld finished [took 120.5447s]
20/11/23 03:33:42| INFO mulis_sld finished [took 110.9247s]
20/11/23 03:33:42| INFO binmc_sld finished [took 120.2133s]
20/11/23 03:33:42| INFO binis_sld finished [took 112.1085s]
20/11/23 03:33:44| INFO binc_sld finished [took 126.4177s]
20/11/23 03:33:44| INFO mulne_sld finished [took 115.4862s]
20/11/23 03:33:47| INFO binth_sld finished [took 114.5942s]
20/11/23 03:33:50| INFO ref finished [took 25.9078s]
20/11/23 03:33:57| INFO doc finished [took 15.1945s]
20/11/23 03:34:00| INFO atc_mc finished [took 28.3638s]
20/11/23 03:34:00| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 149.8172s]
20/11/23 03:34:00| INFO Dataset sample 0.80 of dataset imdb_9prevs started
20/11/23 03:35:38| INFO multh_sld finished [took 73.0865s]
20/11/23 03:35:59| INFO mulis_sld finished [took 97.6609s]
20/11/23 03:36:00| INFO mulne_sld finished [took 101.1496s]
20/11/23 03:36:02| INFO mulc_sld finished [took 111.4939s]
20/11/23 03:36:05| INFO mulmc_sld finished [took 109.3646s]
20/11/23 03:36:07| INFO ref finished [took 24.0870s]
20/11/23 03:36:07| INFO binc_sld finished [took 125.1781s]
20/11/23 03:36:14| INFO binth_sld finished [took 112.8313s]
20/11/23 03:36:19| INFO binis_sld finished [took 119.4317s]
20/11/23 03:36:21| INFO binne_sld finished [took 126.2183s]
20/11/23 03:36:22| INFO binmc_sld finished [took 131.6166s]
20/11/23 03:36:23| INFO doc finished [took 17.9837s]
20/11/23 03:36:28| INFO atc_mc finished [took 24.3775s]
20/11/23 03:36:28| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 148.3524s]
20/11/23 03:36:28| INFO Dataset sample 0.90 of dataset imdb_9prevs started
20/11/23 03:37:58| INFO mulne_sld finished [took 78.7898s]
20/11/23 03:38:10| INFO binmc_sld finished [took 95.2823s]
20/11/23 03:38:18| INFO mulis_sld finished [took 94.6648s]
20/11/23 03:38:20| INFO mulc_sld finished [took 108.2474s]
20/11/23 03:38:22| INFO multh_sld finished [took 94.7749s]
20/11/23 03:38:24| INFO mulmc_sld finished [took 107.9929s]
20/11/23 03:38:26| INFO binis_sld finished [took 103.4191s]
20/11/23 03:38:30| INFO binne_sld finished [took 111.0331s]
20/11/23 03:38:30| INFO binth_sld finished [took 105.5931s]
20/11/23 03:38:31| INFO binc_sld finished [took 121.3222s]
20/11/23 03:38:31| INFO ref finished [took 31.0163s]
20/11/23 03:38:38| INFO doc finished [took 16.6443s]
20/11/23 03:38:40| INFO atc_mc finished [took 27.9005s]
20/11/23 03:38:40| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 131.9810s]
----------------------------------------------------------------------------------------------------
20/11/23 03:38:40| INFO dataset rcv1_CCAT_9prevs [pool size: 10]
20/11/23 03:38:46| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
20/11/23 03:41:05| INFO binc_sld finished [took 135.8325s]
20/11/23 03:41:32| INFO mulc_sld finished [took 159.2035s]
20/11/23 03:41:35| INFO mulis_sld finished [took 125.5321s]
20/11/23 03:41:43| INFO mulne_sld finished [took 146.4994s]
20/11/23 03:41:50| INFO mulmc_sld finished [took 165.9085s]
20/11/23 03:42:09| INFO multh_sld finished [took 144.9233s]
20/11/23 03:42:09| INFO binis_sld finished [took 166.5245s]
20/11/23 03:42:10| INFO binmc_sld finished [took 192.6219s]
20/11/23 03:42:14| INFO binne_sld finished [took 185.2098s]
20/11/23 03:42:21| INFO binth_sld finished [took 166.7467s]
20/11/23 03:42:32| INFO ref finished [took 81.7691s]
20/11/23 03:42:36| INFO doc finished [took 53.7927s]
20/11/23 03:42:43| INFO atc_mc finished [took 65.1119s]
20/11/23 03:42:43| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 237.0679s]
20/11/23 03:42:43| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
20/11/23 03:45:26| INFO binth_sld finished [took 108.2371s]
20/11/23 03:45:29| INFO binmc_sld finished [took 154.9307s]
20/11/23 03:45:37| INFO multh_sld finished [took 111.0276s]
20/11/23 03:45:43| INFO mulc_sld finished [took 172.4344s]
20/11/23 03:45:50| INFO binc_sld finished [took 183.9600s]
20/11/23 03:45:57| INFO mulne_sld finished [took 165.2156s]
20/11/23 03:45:59| INFO mulmc_sld finished [took 176.7282s]
20/11/23 03:46:02| INFO binis_sld finished [took 158.8147s]
20/11/23 03:46:02| INFO mulis_sld finished [took 151.4033s]
20/11/23 03:46:04| INFO binne_sld finished [took 176.7579s]
20/11/23 03:46:37| INFO doc finished [took 53.0647s]
20/11/23 03:46:40| INFO ref finished [took 67.2497s]
20/11/23 03:46:44| INFO atc_mc finished [took 67.4087s]
20/11/23 03:46:44| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 241.0581s]
20/11/23 03:46:44| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
20/11/23 03:49:13| INFO mulc_sld finished [took 140.4644s]
20/11/23 03:49:23| INFO mulmc_sld finished [took 139.1107s]
20/11/23 03:49:58| INFO mulne_sld finished [took 155.7780s]
20/11/23 03:50:00| INFO binc_sld finished [took 192.2450s]
20/11/23 03:50:07| INFO binmc_sld finished [took 189.5754s]
20/11/23 03:50:11| INFO binne_sld finished [took 177.8011s]
20/11/23 03:50:13| INFO mulis_sld finished [took 153.8468s]
20/11/23 03:50:14| INFO binis_sld finished [took 165.6145s]
20/11/23 03:50:14| INFO binth_sld finished [took 150.7889s]
20/11/23 03:50:21| INFO multh_sld finished [took 147.8156s]
20/11/23 03:50:42| INFO ref finished [took 82.0872s]
20/11/23 03:50:48| INFO atc_mc finished [took 79.4735s]
20/11/23 03:50:53| INFO doc finished [took 49.4755s]
20/11/23 03:50:53| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 249.2144s]
20/11/23 03:50:53| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
20/11/23 03:53:16| INFO mulmc_sld finished [took 125.2087s]
20/11/23 03:53:29| INFO multh_sld finished [took 97.5888s]
20/11/23 03:53:52| INFO mulc_sld finished [took 172.8661s]
20/11/23 03:53:53| INFO binc_sld finished [took 176.6168s]
20/11/23 03:54:00| INFO binmc_sld finished [took 175.8356s]
20/11/23 03:54:06| INFO mulis_sld finished [took 149.0667s]
20/11/23 03:54:07| INFO binne_sld finished [took 170.4083s]
20/11/23 03:54:08| INFO mulne_sld finished [took 163.9292s]
20/11/23 03:54:14| INFO binis_sld finished [took 165.1871s]
20/11/23 03:54:15| INFO binth_sld finished [took 151.6311s]
20/11/23 03:54:37| INFO ref finished [took 77.7217s]
20/11/23 03:54:42| INFO atc_mc finished [took 68.4204s]
20/11/23 03:54:45| INFO doc finished [took 48.3405s]
20/11/23 03:54:45| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 231.5351s]
20/11/23 03:54:45| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
20/11/23 03:57:17| INFO binis_sld finished [took 110.8490s]
20/11/23 03:57:26| INFO binth_sld finished [took 105.9393s]
20/11/23 03:57:40| INFO binc_sld finished [took 171.8886s]
20/11/23 03:57:55| INFO binmc_sld finished [took 178.1487s]
20/11/23 03:57:55| INFO mulc_sld finished [took 182.9563s]
20/11/23 03:58:03| INFO mulmc_sld finished [took 179.2687s]
20/11/23 03:58:06| INFO mulne_sld finished [took 166.6936s]
20/11/23 03:58:07| INFO mulis_sld finished [took 153.5010s]
20/11/23 03:58:11| INFO binne_sld finished [took 180.1209s]
20/11/23 03:58:18| INFO multh_sld finished [took 150.4418s]
20/11/23 03:58:34| INFO ref finished [took 73.0682s]
20/11/23 03:58:41| INFO doc finished [took 55.6974s]
20/11/23 03:58:47| INFO atc_mc finished [took 73.2618s]
20/11/23 03:58:47| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 242.2963s]
20/11/23 03:58:47| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
20/11/23 04:01:29| INFO multh_sld finished [took 99.1077s]
20/11/23 04:01:37| INFO binne_sld finished [took 145.4308s]
20/11/23 04:01:46| INFO binc_sld finished [took 175.6320s]
20/11/23 04:01:52| INFO mulis_sld finished [took 136.5610s]
20/11/23 04:01:53| INFO mulc_sld finished [took 179.5011s]
20/11/23 04:01:55| INFO binmc_sld finished [took 176.8977s]
20/11/23 04:02:00| INFO mulmc_sld finished [took 174.5153s]
20/11/23 04:02:05| INFO mulne_sld finished [took 164.9716s]
20/11/23 04:02:10| INFO binis_sld finished [took 164.0410s]
20/11/23 04:02:14| INFO binth_sld finished [took 152.4170s]
20/11/23 04:02:38| INFO ref finished [took 63.4765s]
20/11/23 04:02:42| INFO doc finished [took 51.3112s]
20/11/23 04:02:47| INFO atc_mc finished [took 64.6071s]
20/11/23 04:02:47| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 239.5326s]
20/11/23 04:02:47| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
20/11/23 04:05:15| INFO mulc_sld finished [took 140.3118s]
20/11/23 04:05:39| INFO multh_sld finished [took 104.7727s]
20/11/23 04:05:55| INFO mulmc_sld finished [took 167.5707s]
20/11/23 04:05:59| INFO binc_sld finished [took 188.2639s]
20/11/23 04:06:00| INFO binmc_sld finished [took 179.8079s]
20/11/23 04:06:10| INFO binne_sld finished [took 174.7718s]
20/11/23 04:06:11| INFO mulis_sld finished [took 155.8414s]
20/11/23 04:06:12| INFO binis_sld finished [took 162.6220s]
20/11/23 04:06:14| INFO mulne_sld finished [took 171.2840s]
20/11/23 04:06:23| INFO binth_sld finished [took 159.3408s]
20/11/23 04:06:40| INFO ref finished [took 79.6211s]
20/11/23 04:06:49| INFO atc_mc finished [took 63.9036s]
20/11/23 04:06:50| INFO doc finished [took 48.4292s]
20/11/23 04:06:50| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 243.2813s]
20/11/23 04:06:50| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
20/11/23 04:09:23| INFO mulne_sld finished [took 117.4373s]
20/11/23 04:09:38| INFO binc_sld finished [took 164.1834s]
20/11/23 04:09:52| INFO mulis_sld finished [took 132.0033s]
20/11/23 04:10:02| INFO mulc_sld finished [took 185.1875s]
20/11/23 04:10:03| INFO mulmc_sld finished [took 173.2363s]
20/11/23 04:10:17| INFO multh_sld finished [took 140.9382s]
20/11/23 04:10:17| INFO binne_sld finished [took 180.0761s]
20/11/23 04:10:26| INFO binmc_sld finished [took 204.6868s]
20/11/23 04:10:27| INFO binth_sld finished [took 158.8710s]
20/11/23 04:10:27| INFO binis_sld finished [took 174.0890s]
20/11/23 04:10:49| INFO ref finished [took 80.5166s]
20/11/23 04:10:52| INFO doc finished [took 52.5718s]
20/11/23 04:10:53| INFO atc_mc finished [took 69.6886s]
20/11/23 04:10:53| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 243.0145s]
20/11/23 04:10:53| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
20/11/23 04:13:23| INFO mulis_sld finished [took 102.5196s]
20/11/23 04:13:25| INFO multh_sld finished [took 90.5906s]
20/11/23 04:13:50| INFO mulc_sld finished [took 169.8667s]
20/11/23 04:14:03| INFO mulne_sld finished [took 157.5907s]
20/11/23 04:14:05| INFO mulmc_sld finished [took 172.5611s]
20/11/23 04:14:14| INFO binc_sld finished [took 197.2618s]
20/11/23 04:14:15| INFO binmc_sld finished [took 190.4001s]
20/11/23 04:14:23| INFO binne_sld finished [took 185.2252s]
20/11/23 04:14:30| INFO binis_sld finished [took 176.9690s]
20/11/23 04:14:34| INFO binth_sld finished [took 167.2697s]
20/11/23 04:14:42| INFO ref finished [took 74.6631s]
20/11/23 04:14:47| INFO atc_mc finished [took 75.3620s]
20/11/23 04:14:53| INFO doc finished [took 56.6921s]
20/11/23 04:14:53| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 239.7532s]
----------------------------------------------------------------------------------------------------
20/11/23 10:50:55| INFO dataset imdb_9prevs [pool size: 10]
20/11/23 10:51:04| INFO Dataset sample 0.10 of dataset imdb_9prevs started
20/11/23 10:52:32| INFO mulmc_sld finished [took 80.8363s]
20/11/23 10:52:41| INFO mulne_sld finished [took 84.5121s]
20/11/23 10:52:45| INFO mulc_sld finished [took 97.1404s]
20/11/23 10:52:46| INFO mulis_sld finished [took 82.9308s]
20/11/23 10:52:59| INFO binne_sld finished [took 104.9803s]
20/11/23 10:53:09| INFO mullr_sld finished [took 102.8501s]
20/11/23 10:53:09| INFO ref finished [took 33.3644s]
20/11/23 10:53:09| INFO binmc_sld finished [took 118.7448s]
20/11/23 10:53:10| INFO binc_sld finished [took 123.3115s]
20/11/23 10:53:12| INFO atc_mc finished [took 27.6970s]
20/11/23 10:53:13| INFO doc finished [took 26.5468s]
20/11/23 10:53:15| INFO binlr_sld finished [took 111.7040s]
20/11/23 10:53:19| INFO binis_sld finished [took 122.8478s]
20/11/23 10:53:19| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 135.3101s]
20/11/23 10:53:19| INFO Dataset sample 0.20 of dataset imdb_9prevs started
20/11/23 10:54:53| INFO mulmc_sld finished [took 82.9445s]
20/11/23 10:55:07| INFO mulis_sld finished [took 88.2679s]
20/11/23 10:55:09| INFO mulne_sld finished [took 94.5538s]
20/11/23 10:55:11| INFO mulc_sld finished [took 106.4283s]
20/11/23 10:55:20| INFO binis_sld finished [took 103.5217s]
20/11/23 10:55:23| INFO mullr_sld finished [took 101.6740s]
20/11/23 10:55:26| INFO binlr_sld finished [took 105.3735s]
20/11/23 10:55:29| INFO ref finished [took 32.8249s]
20/11/23 10:55:34| INFO binmc_sld finished [took 128.7640s]
20/11/23 10:55:35| INFO doc finished [took 22.4950s]
20/11/23 10:55:37| INFO atc_mc finished [took 26.7518s]
20/11/23 10:55:40| INFO binc_sld finished [took 137.5184s]
20/11/23 10:55:41| INFO binne_sld finished [took 128.8228s]
20/11/23 10:55:41| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 141.6235s]
20/11/23 10:55:41| INFO Dataset sample 0.30 of dataset imdb_9prevs started
20/11/23 10:57:42| INFO binne_sld finished [took 95.9809s]
20/11/23 10:57:52| INFO mulis_sld finished [took 102.3437s]
20/11/23 10:57:52| INFO mullr_sld finished [took 102.8163s]
20/11/23 10:58:02| INFO mulmc_sld finished [took 120.3317s]
20/11/23 10:58:04| INFO mulc_sld finished [took 125.9561s]
20/11/23 10:58:06| INFO mulne_sld finished [took 119.3721s]
20/11/23 10:58:07| INFO binis_sld finished [took 119.1128s]
20/11/23 10:58:07| INFO binlr_sld finished [took 118.0882s]
20/11/23 10:58:09| INFO binmc_sld finished [took 129.3598s]
20/11/23 10:58:10| INFO binc_sld finished [took 141.7115s]
20/11/23 10:58:15| INFO ref finished [took 26.4486s]
20/11/23 10:58:18| INFO doc finished [took 20.2277s]
20/11/23 10:58:21| INFO atc_mc finished [took 24.1681s]
20/11/23 10:58:21| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 160.4634s]
20/11/23 10:58:21| INFO Dataset sample 0.40 of dataset imdb_9prevs started
20/11/23 11:00:11| INFO mulmc_sld finished [took 100.2815s]
20/11/23 11:00:15| INFO binlr_sld finished [took 90.7660s]
20/11/23 11:00:28| INFO binis_sld finished [took 108.3827s]
20/11/23 11:00:37| INFO binne_sld finished [took 120.8979s]
20/11/23 11:00:37| INFO mulis_sld finished [took 115.5660s]
20/11/23 11:00:38| INFO binmc_sld finished [took 125.8453s]
20/11/23 11:00:39| INFO mulc_sld finished [took 132.5734s]
20/11/23 11:00:39| INFO binc_sld finished [took 133.0240s]
20/11/23 11:00:40| INFO mullr_sld finished [took 115.0636s]
20/11/23 11:00:40| INFO mulne_sld finished [took 121.5821s]
20/11/23 11:00:44| INFO ref finished [took 29.8542s]
20/11/23 11:00:48| INFO atc_mc finished [took 30.3574s]
20/11/23 11:00:50| INFO doc finished [took 18.5791s]
20/11/23 11:00:50| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 148.5097s]
20/11/23 11:00:50| INFO Dataset sample 0.50 of dataset imdb_9prevs started
20/11/23 11:02:38| INFO binne_sld finished [took 93.5784s]
20/11/23 11:02:42| INFO binlr_sld finished [took 90.0116s]
20/11/23 11:03:01| INFO mullr_sld finished [took 107.0783s]
20/11/23 11:03:02| INFO mulne_sld finished [took 115.3635s]
20/11/23 11:03:02| INFO binmc_sld finished [took 122.3129s]
20/11/23 11:03:03| INFO binis_sld finished [took 114.7409s]
20/11/23 11:03:04| INFO binc_sld finished [took 130.7897s]
20/11/23 11:03:05| INFO mulc_sld finished [took 128.9818s]
20/11/23 11:03:06| INFO mulmc_sld finished [took 123.7813s]
20/11/23 11:03:06| INFO mulis_sld finished [took 114.0687s]
20/11/23 11:03:11| INFO ref finished [took 29.1455s]
20/11/23 11:03:18| INFO atc_mc finished [took 33.1229s]
20/11/23 11:03:18| INFO doc finished [took 15.1706s]
20/11/23 11:03:18| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 148.6163s]
20/11/23 11:03:19| INFO Dataset sample 0.60 of dataset imdb_9prevs started
20/11/23 11:05:05| INFO mulmc_sld finished [took 98.1009s]
20/11/23 11:05:17| INFO mullr_sld finished [took 99.1913s]
20/11/23 11:05:22| INFO binmc_sld finished [took 116.6325s]
20/11/23 11:05:25| INFO mulc_sld finished [took 122.0991s]
20/11/23 11:05:30| INFO binis_sld finished [took 115.8437s]
20/11/23 11:05:30| INFO mulis_sld finished [took 115.9491s]
20/11/23 11:05:32| INFO binne_sld finished [took 118.8688s]
20/11/23 11:05:33| INFO binc_sld finished [took 129.7859s]
20/11/23 11:05:33| INFO binlr_sld finished [took 117.7808s]
20/11/23 11:05:34| INFO mulne_sld finished [took 121.2356s]
20/11/23 11:05:37| INFO ref finished [took 28.5878s]
20/11/23 11:05:43| INFO doc finished [took 18.0607s]
20/11/23 11:05:48| INFO atc_mc finished [took 28.0363s]
20/11/23 11:05:48| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 149.7342s]
20/11/23 11:05:48| INFO Dataset sample 0.70 of dataset imdb_9prevs started
20/11/23 11:07:34| INFO mulmc_sld finished [took 90.3864s]
20/11/23 11:07:39| INFO binne_sld finished [took 92.8051s]
20/11/23 11:07:53| INFO mulne_sld finished [took 107.7822s]
20/11/23 11:07:55| INFO binis_sld finished [took 108.0026s]
20/11/23 11:07:57| INFO mulis_sld finished [took 107.1116s]
20/11/23 11:08:02| INFO mulc_sld finished [took 123.2330s]
20/11/23 11:08:02| INFO binmc_sld finished [took 124.3210s]
20/11/23 11:08:03| INFO binlr_sld finished [took 111.5958s]
20/11/23 11:08:04| INFO mullr_sld finished [took 110.3063s]
20/11/23 11:08:05| INFO binc_sld finished [took 131.8586s]
20/11/23 11:08:08| INFO ref finished [took 31.0319s]
20/11/23 11:08:14| INFO doc finished [took 16.1762s]
20/11/23 11:08:15| INFO atc_mc finished [took 33.4847s]
20/11/23 11:08:15| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 146.3201s]
20/11/23 11:08:15| INFO Dataset sample 0.80 of dataset imdb_9prevs started
20/11/23 11:09:53| INFO mulc_sld finished [took 89.1546s]
20/11/23 11:10:15| INFO mulis_sld finished [took 102.0348s]
20/11/23 11:10:16| INFO mulne_sld finished [took 106.2293s]
20/11/23 11:10:19| INFO mulmc_sld finished [took 108.0365s]
20/11/23 11:10:23| INFO binc_sld finished [took 120.8891s]
20/11/23 11:10:27| INFO mullr_sld finished [took 108.8832s]
20/11/23 11:10:31| INFO ref finished [took 34.0655s]
20/11/23 11:10:34| INFO binne_sld finished [took 126.5304s]
20/11/23 11:10:35| INFO binis_sld finished [took 121.9615s]
20/11/23 11:10:37| INFO binlr_sld finished [took 119.2132s]
20/11/23 11:10:39| INFO binmc_sld finished [took 131.8129s]
20/11/23 11:10:40| INFO doc finished [took 19.8296s]
20/11/23 11:10:48| INFO atc_mc finished [took 29.0604s]
20/11/23 11:10:48| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 153.0210s]
20/11/23 11:10:48| INFO Dataset sample 0.90 of dataset imdb_9prevs started
20/11/23 11:12:26| INFO binc_sld finished [took 95.4819s]
20/11/23 11:12:34| INFO mulc_sld finished [took 101.3762s]
20/11/23 11:12:35| INFO mulne_sld finished [took 94.0779s]
20/11/23 11:12:37| INFO mulis_sld finished [took 95.0970s]
20/11/23 11:12:43| INFO mulmc_sld finished [took 107.1269s]
20/11/23 11:12:45| INFO binmc_sld finished [took 111.5198s]
20/11/23 11:12:49| INFO binne_sld finished [took 112.0173s]
20/11/23 11:12:50| INFO binis_sld finished [took 107.6742s]
20/11/23 11:12:55| INFO mullr_sld finished [took 108.4449s]
20/11/23 11:12:55| INFO ref finished [took 26.9151s]
20/11/23 11:13:00| INFO doc finished [took 21.0902s]
20/11/23 11:13:03| INFO atc_mc finished [took 25.5974s]
20/11/23 11:13:12| INFO binlr_sld finished [took 126.2277s]
20/11/23 11:13:12| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 143.8924s]
----------------------------------------------------------------------------------------------------
20/11/23 11:13:12| INFO dataset rcv1_CCAT_9prevs [pool size: 10]
20/11/23 11:13:17| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
20/11/23 11:16:34| INFO mulc_sld finished [took 190.0329s]
20/11/23 11:16:52| INFO mulis_sld finished [took 169.7056s]
20/11/23 11:17:02| INFO mulne_sld finished [took 192.4066s]
20/11/23 11:17:03| INFO binc_sld finished [took 222.6597s]
20/11/23 11:17:07| INFO mulmc_sld finished [took 211.7104s]
20/11/23 11:17:19| INFO binne_sld finished [took 218.1930s]
20/11/23 11:17:23| INFO binmc_sld finished [took 234.0882s]
20/11/23 11:17:30| INFO binis_sld finished [took 215.0899s]
20/11/23 11:17:51| INFO mullr_sld finished [took 213.9460s]
20/11/23 11:17:53| INFO ref finished [took 73.1505s]
20/11/23 11:18:14| INFO doc finished [took 67.4488s]
20/11/23 11:18:15| INFO atc_mc finished [took 79.6990s]
20/11/23 11:18:24| INFO binlr_sld finished [took 255.6407s]
20/11/23 11:18:24| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 306.9208s]
20/11/23 11:18:24| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
20/11/23 11:22:14| INFO mulc_sld finished [took 223.3421s]
20/11/23 11:22:27| INFO mulne_sld finished [took 212.4221s]
20/11/23 11:22:27| INFO binc_sld finished [took 239.5038s]
20/11/23 11:22:41| INFO binmc_sld finished [took 244.3104s]
20/11/23 11:22:41| INFO mulmc_sld finished [took 237.8574s]
20/11/23 11:22:45| INFO mulis_sld finished [took 212.7987s]
20/11/23 11:22:53| INFO binis_sld finished [took 227.9662s]
20/11/23 11:22:53| INFO binne_sld finished [took 244.9850s]
20/11/23 11:23:19| INFO mullr_sld finished [took 233.2159s]
20/11/23 11:23:23| INFO binlr_sld finished [took 244.1648s]
20/11/23 11:23:31| INFO ref finished [took 71.1301s]
20/11/23 11:23:34| INFO doc finished [took 56.9612s]
20/11/23 11:23:42| INFO atc_mc finished [took 69.4108s]
20/11/23 11:23:42| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 317.8974s]
20/11/23 11:23:42| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
20/11/23 11:27:12| INFO mulmc_sld finished [took 189.0132s]
20/11/23 11:27:21| INFO mulis_sld finished [took 168.5980s]
20/11/23 11:27:26| INFO binc_sld finished [took 220.6162s]
20/11/23 11:27:34| INFO mulc_sld finished [took 224.9369s]
20/11/23 11:27:39| INFO binne_sld finished [took 209.2812s]
20/11/23 11:27:39| INFO binmc_sld finished [took 224.6703s]
20/11/23 11:27:43| INFO binis_sld finished [took 197.1891s]
20/11/23 11:27:50| INFO mulne_sld finished [took 212.0919s]
20/11/23 11:28:16| INFO binlr_sld finished [took 214.2706s]
20/11/23 11:28:21| INFO mullr_sld finished [took 209.5245s]
20/11/23 11:28:29| INFO ref finished [took 69.7935s]
20/11/23 11:28:30| INFO doc finished [took 56.5998s]
20/11/23 11:28:38| INFO atc_mc finished [took 70.0903s]
20/11/23 11:28:38| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 296.1528s]
20/11/23 11:28:38| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
20/11/23 11:32:07| INFO mulc_sld finished [took 202.6796s]
20/11/23 11:32:17| INFO mulis_sld finished [took 176.6095s]
20/11/23 11:32:26| INFO mulmc_sld finished [took 212.0606s]
20/11/23 11:32:33| INFO binc_sld finished [took 231.9888s]
20/11/23 11:32:33| INFO binmc_sld finished [took 225.1738s]
20/11/23 11:32:35| INFO mulne_sld finished [took 206.9359s]
20/11/23 11:32:39| INFO binne_sld finished [took 218.2999s]
20/11/23 11:32:43| INFO binis_sld finished [took 209.0047s]
20/11/23 11:33:09| INFO binlr_sld finished [took 222.3371s]
20/11/23 11:33:13| INFO mullr_sld finished [took 219.4530s]
20/11/23 11:33:21| INFO ref finished [took 69.8519s]
20/11/23 11:33:26| INFO doc finished [took 55.4481s]
20/11/23 11:33:30| INFO atc_mc finished [took 68.9240s]
20/11/23 11:33:30| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 291.6580s]
20/11/23 11:33:30| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
20/11/23 11:36:50| INFO binis_sld finished [took 160.8038s]
20/11/23 11:37:01| INFO binc_sld finished [took 207.5309s]
20/11/23 11:37:13| INFO mulc_sld finished [took 215.8220s]
20/11/23 11:37:20| INFO binne_sld finished [took 203.5118s]
20/11/23 11:37:21| INFO binmc_sld finished [took 217.1764s]
20/11/23 11:37:21| INFO mulmc_sld finished [took 210.5468s]
20/11/23 11:37:30| INFO mulne_sld finished [took 207.1628s]
20/11/23 11:37:35| INFO mulis_sld finished [took 196.3299s]
20/11/23 11:37:41| INFO mullr_sld finished [took 187.9665s]
20/11/23 11:37:50| INFO binlr_sld finished [took 205.6684s]
20/11/23 11:38:06| INFO ref finished [took 68.8311s]
20/11/23 11:38:13| INFO doc finished [took 52.2343s]
20/11/23 11:38:20| INFO atc_mc finished [took 74.2086s]
20/11/23 11:38:20| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 290.3009s]
20/11/23 11:38:20| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
20/11/23 11:42:04| INFO mulc_sld finished [took 216.6741s]
20/11/23 11:42:09| INFO binc_sld finished [took 226.0492s]
20/11/23 11:42:21| INFO binmc_sld finished [took 228.9625s]
20/11/23 11:42:30| INFO binne_sld finished [took 225.6253s]
20/11/23 11:42:33| INFO mulis_sld finished [took 206.2442s]
20/11/23 11:42:33| INFO mulmc_sld finished [took 237.4283s]
20/11/23 11:42:36| INFO mulne_sld finished [took 223.3897s]
20/11/23 11:42:39| INFO binis_sld finished [took 218.4677s]
20/11/23 11:42:49| INFO mullr_sld finished [took 204.6124s]
20/11/23 11:43:13| INFO binlr_sld finished [took 238.0866s]
20/11/23 11:43:19| INFO ref finished [took 70.5400s]
20/11/23 11:43:21| INFO doc finished [took 54.7835s]
20/11/23 11:43:24| INFO atc_mc finished [took 68.9721s]
20/11/23 11:43:24| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 303.8797s]
20/11/23 11:43:24| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
20/11/23 11:46:41| INFO mulis_sld finished [took 148.7613s]
20/11/23 11:46:58| INFO mulc_sld finished [took 206.7147s]
20/11/23 11:47:00| INFO binc_sld finished [took 212.1316s]
20/11/23 11:47:19| INFO binmc_sld finished [took 223.1477s]
20/11/23 11:47:20| INFO mulmc_sld finished [took 216.6986s]
20/11/23 11:47:21| INFO mulne_sld finished [took 202.3311s]
20/11/23 11:47:22| INFO mullr_sld finished [took 173.7357s]
20/11/23 11:47:26| INFO binne_sld finished [took 215.3696s]
20/11/23 11:47:34| INFO binis_sld finished [took 208.9631s]
20/11/23 11:47:38| INFO binlr_sld finished [took 198.4459s]
20/11/23 11:47:59| INFO ref finished [took 72.3612s]
20/11/23 11:48:03| INFO doc finished [took 54.8990s]
20/11/23 11:48:11| INFO atc_mc finished [took 67.9558s]
20/11/23 11:48:11| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 287.4465s]
20/11/23 11:48:11| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
20/11/23 11:51:16| INFO binc_sld finished [took 181.3922s]
20/11/23 11:51:40| INFO mulc_sld finished [took 202.3547s]
20/11/23 11:51:46| INFO binmc_sld finished [took 202.4826s]
20/11/23 11:51:49| INFO mulmc_sld finished [took 198.8992s]
20/11/23 11:52:04| INFO mulis_sld finished [took 183.6813s]
20/11/23 11:52:06| INFO mullr_sld finished [took 170.2677s]
20/11/23 11:52:09| INFO binne_sld finished [took 212.0736s]
20/11/23 11:52:10| INFO mulne_sld finished [took 204.2544s]
20/11/23 11:52:13| INFO binis_sld finished [took 200.0333s]
20/11/23 11:52:19| INFO binlr_sld finished [took 193.4050s]
20/11/23 11:52:48| INFO ref finished [took 84.1759s]
20/11/23 11:52:50| INFO doc finished [took 56.0423s]
20/11/23 11:52:50| INFO atc_mc finished [took 62.1243s]
20/11/23 11:52:50| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 278.8773s]
20/11/23 11:52:50| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
20/11/23 11:55:48| INFO mulne_sld finished [took 146.4694s]
20/11/23 11:56:01| INFO mulc_sld finished [took 183.8118s]
20/11/23 11:56:14| INFO mullr_sld finished [took 141.8801s]
20/11/23 11:56:15| INFO mulmc_sld finished [took 186.0843s]
20/11/23 11:56:19| INFO mulis_sld finished [took 161.9423s]
20/11/23 11:56:31| INFO binc_sld finished [took 217.2969s]
20/11/23 11:56:41| INFO binmc_sld finished [took 218.4508s]
20/11/23 11:56:47| INFO binne_sld finished [took 211.2848s]
20/11/23 11:56:49| INFO binis_sld finished [took 199.1262s]
20/11/23 11:56:56| INFO binlr_sld finished [took 193.4588s]
20/11/23 11:57:02| INFO ref finished [took 67.8089s]
20/11/23 11:57:11| INFO doc finished [took 51.8464s]
20/11/23 11:57:22| INFO atc_mc finished [took 74.7604s]
20/11/23 11:57:22| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 271.6924s]
----------------------------------------------------------------------------------------------------
20/11/23 12:53:06| INFO dataset imdb_9prevs [pool size: 10]
20/11/23 12:53:12| INFO Dataset sample 0.10 of dataset imdb_9prevs started
----------------------------------------------------------------------------------------------------
20/11/23 12:53:16| INFO dataset imdb_9prevs [pool size: 10]
20/11/23 12:53:23| INFO Dataset sample 0.10 of dataset imdb_9prevs started
20/11/23 12:53:24| WARNING Dataset sample 0.10 of dataset imdb_9prevs failed. Exception: 'EvaluationMethod' object has no attribute '__name__'
20/11/23 12:53:38| INFO ref finished [took 13.0018s]
20/11/23 12:53:38| INFO doc finished [took 12.0014s]
20/11/23 12:53:41| INFO atc_mc finished [took 15.8052s]
20/11/23 12:53:59| WARNING Dataset sample 0.10 of dataset imdb_9prevs failed. Exception: 'EvaluationMethod' object has no attribute '__name__'
20/11/23 12:53:59| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 36.8231s]
20/11/23 12:53:59| INFO Dataset sample 0.20 of dataset imdb_9prevs started
20/11/23 12:54:00| WARNING Dataset sample 0.20 of dataset imdb_9prevs failed. Exception: 'EvaluationMethod' object has no attribute '__name__'
20/11/23 12:54:17| INFO doc finished [took 12.3474s]
20/11/23 12:54:17| INFO ref finished [took 13.6803s]
20/11/23 12:54:20| INFO atc_mc finished [took 15.7362s]
20/11/23 12:54:39| WARNING Dataset sample 0.20 of dataset imdb_9prevs failed. Exception: 'EvaluationMethod' object has no attribute '__name__'
20/11/23 12:54:39| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 39.9802s]
20/11/23 12:54:39| INFO Dataset sample 0.30 of dataset imdb_9prevs started
20/11/23 12:54:44| WARNING Dataset sample 0.30 of dataset imdb_9prevs failed. Exception: 'EvaluationMethod' object has no attribute '__name__'
20/11/23 12:55:01| INFO doc finished [took 14.3674s]
20/11/23 12:55:02| INFO ref finished [took 15.0281s]
20/11/23 12:55:05| INFO atc_mc finished [took 17.5189s]
20/11/23 12:55:12| WARNING Dataset sample 0.30 of dataset imdb_9prevs failed. Exception: 'EvaluationMethod' object has no attribute '__name__'
20/11/23 12:55:12| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 32.3891s]
20/11/23 12:55:12| INFO Dataset sample 0.40 of dataset imdb_9prevs started
20/11/23 12:55:16| WARNING Dataset sample 0.40 of dataset imdb_9prevs failed. Exception: 'EvaluationMethod' object has no attribute '__name__'
20/11/23 12:55:35| INFO doc finished [took 17.4354s]
20/11/23 12:55:35| INFO ref finished [took 18.1023s]
20/11/23 12:55:39| INFO atc_mc finished [took 22.0424s]
20/11/23 12:55:50| WARNING Dataset sample 0.40 of dataset imdb_9prevs failed. Exception: 'EvaluationMethod' object has no attribute '__name__'
20/11/23 12:55:50| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 37.8204s]
20/11/23 12:55:50| INFO Dataset sample 0.50 of dataset imdb_9prevs started
20/11/23 12:55:55| WARNING Dataset sample 0.50 of dataset imdb_9prevs failed. Exception: 'EvaluationMethod' object has no attribute '__name__'
20/11/23 12:56:12| INFO doc finished [took 16.2311s]
20/11/23 12:56:13| INFO ref finished [took 16.3267s]
20/11/23 12:56:16| INFO atc_mc finished [took 19.3748s]
20/11/23 12:56:25| WARNING Dataset sample 0.50 of dataset imdb_9prevs failed. Exception: 'EvaluationMethod' object has no attribute '__name__'
20/11/23 12:56:25| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 35.1307s]
20/11/23 12:56:25| INFO Dataset sample 0.60 of dataset imdb_9prevs started
20/11/23 12:56:28| WARNING Dataset sample 0.60 of dataset imdb_9prevs failed. Exception: 'EvaluationMethod' object has no attribute '__name__'
----------------------------------------------------------------------------------------------------
20/11/23 12:56:46| INFO dataset imdb_9prevs [pool size: 10]
20/11/23 12:56:53| INFO Dataset sample 0.10 of dataset imdb_9prevs started
20/11/23 12:57:08| INFO doc finished [took 10.9050s]
20/11/23 12:57:09| INFO ref finished [took 11.6994s]
20/11/23 12:57:11| INFO atc_mc finished [took 14.1794s]
20/11/23 12:57:29| WARNING Dataset sample 0.10 of dataset imdb_9prevs failed. Exception: 'EvaluationMethod' object has no attribute '__name__'
20/11/23 12:57:29| WARNING Dataset sample 0.10 of dataset imdb_9prevs failed. Exception: 'EvaluationMethod' object has no attribute '__name__'
20/11/23 12:57:29| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 36.0856s]
20/11/23 12:57:29| INFO Dataset sample 0.20 of dataset imdb_9prevs started
20/11/23 12:57:45| INFO doc finished [took 10.7859s]
20/11/23 12:57:46| INFO ref finished [took 12.5902s]
20/11/23 12:57:48| INFO atc_mc finished [took 15.1536s]
20/11/23 12:58:01| WARNING Dataset sample 0.20 of dataset imdb_9prevs failed. Exception: 'EvaluationMethod' object has no attribute '__name__'
20/11/23 12:58:01| WARNING Dataset sample 0.20 of dataset imdb_9prevs failed. Exception: 'EvaluationMethod' object has no attribute '__name__'
20/11/23 12:58:01| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 31.9915s]
20/11/23 12:58:01| INFO Dataset sample 0.30 of dataset imdb_9prevs started
20/11/23 12:58:21| INFO ref finished [took 13.7423s]
20/11/23 12:58:22| INFO doc finished [took 14.6043s]
20/11/23 12:58:25| INFO atc_mc finished [took 17.9017s]
20/11/23 12:58:32| WARNING Dataset sample 0.30 of dataset imdb_9prevs failed. Exception: 'EvaluationMethod' object has no attribute '__name__'
20/11/23 12:58:32| WARNING Dataset sample 0.30 of dataset imdb_9prevs failed. Exception: 'EvaluationMethod' object has no attribute '__name__'
20/11/23 12:58:32| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 31.5618s]
20/11/23 12:58:32| INFO Dataset sample 0.40 of dataset imdb_9prevs started
----------------------------------------------------------------------------------------------------
20/11/23 12:58:39| INFO dataset imdb_9prevs [pool size: 10]
20/11/23 12:58:46| INFO Dataset sample 0.10 of dataset imdb_9prevs started
20/11/23 12:58:47| WARNING Method bin_sld failed. Exception: BinaryQuantifierAccuracyEstimator.__init__() got an unexpected keyword argument 'collapse_false'
20/11/23 12:59:02| INFO doc finished [took 12.7574s]
20/11/23 12:59:03| INFO ref finished [took 14.2840s]
20/11/23 12:59:05| INFO atc_mc finished [took 16.0754s]
20/11/23 12:59:23| INFO mul_sld finished [took 35.4131s]
20/11/23 12:59:23| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 37.3097s]
20/11/23 12:59:23| INFO Dataset sample 0.20 of dataset imdb_9prevs started
20/11/23 12:59:24| WARNING Method bin_sld failed. Exception: BinaryQuantifierAccuracyEstimator.__init__() got an unexpected keyword argument 'collapse_false'
20/11/23 12:59:38| INFO doc finished [took 11.9911s]
20/11/23 12:59:39| INFO ref finished [took 13.3186s]
20/11/23 12:59:42| INFO atc_mc finished [took 15.8120s]
20/11/23 12:59:54| INFO mul_sld finished [took 28.2566s]
20/11/23 12:59:54| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 30.4601s]
20/11/23 12:59:54| INFO Dataset sample 0.30 of dataset imdb_9prevs started
20/11/23 12:59:58| WARNING Method bin_sld failed. Exception: BinaryQuantifierAccuracyEstimator.__init__() got an unexpected keyword argument 'collapse_false'
20/11/23 13:00:13| INFO doc finished [took 13.1032s]
20/11/23 13:00:13| INFO ref finished [took 13.4678s]
20/11/23 13:00:17| INFO atc_mc finished [took 16.9385s]
20/11/23 13:00:25| INFO mul_sld finished [took 25.7493s]
20/11/23 13:00:25| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 30.8717s]
20/11/23 13:00:25| INFO Dataset sample 0.40 of dataset imdb_9prevs started
20/11/23 13:00:27| WARNING Method bin_sld failed. Exception: BinaryQuantifierAccuracyEstimator.__init__() got an unexpected keyword argument 'collapse_false'
20/11/23 13:00:43| INFO ref finished [took 14.3064s]
20/11/23 13:00:44| INFO doc finished [took 14.7694s]
20/11/23 13:00:47| INFO atc_mc finished [took 17.9495s]
20/11/23 13:00:55| INFO mul_sld finished [took 26.8942s]
20/11/23 13:00:55| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 30.4124s]
20/11/23 13:00:55| INFO Dataset sample 0.50 of dataset imdb_9prevs started
20/11/23 13:00:59| WARNING Method bin_sld failed. Exception: BinaryQuantifierAccuracyEstimator.__init__() got an unexpected keyword argument 'collapse_false'
20/11/23 13:01:15| INFO ref finished [took 13.7607s]
20/11/23 13:01:15| INFO doc finished [took 13.3931s]
20/11/23 13:01:19| INFO atc_mc finished [took 17.9275s]
20/11/23 13:01:26| INFO mul_sld finished [took 24.1855s]
20/11/23 13:01:26| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 31.4394s]
20/11/23 13:01:26| INFO Dataset sample 0.60 of dataset imdb_9prevs started
20/11/23 13:01:29| WARNING Method bin_sld failed. Exception: BinaryQuantifierAccuracyEstimator.__init__() got an unexpected keyword argument 'collapse_false'
20/11/23 13:01:48| INFO ref finished [took 17.0346s]
20/11/23 13:01:48| INFO doc finished [took 15.8855s]
20/11/23 13:01:52| INFO atc_mc finished [took 21.4945s]
20/11/23 13:01:58| INFO mul_sld finished [took 28.6565s]
20/11/23 13:01:58| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 31.8303s]
20/11/23 13:01:58| INFO Dataset sample 0.70 of dataset imdb_9prevs started
20/11/23 13:02:02| WARNING Method bin_sld failed. Exception: BinaryQuantifierAccuracyEstimator.__init__() got an unexpected keyword argument 'collapse_false'
20/11/23 13:02:22| INFO ref finished [took 17.1278s]
20/11/23 13:02:22| INFO doc finished [took 15.8093s]
20/11/23 13:02:25| INFO atc_mc finished [took 20.5205s]
20/11/23 13:02:35| INFO mul_sld finished [took 31.1285s]
20/11/23 13:02:35| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 37.0795s]
20/11/23 13:02:35| INFO Dataset sample 0.80 of dataset imdb_9prevs started
20/11/23 13:02:39| WARNING Method bin_sld failed. Exception: BinaryQuantifierAccuracyEstimator.__init__() got an unexpected keyword argument 'collapse_false'
----------------------------------------------------------------------------------------------------
20/11/23 13:02:46| INFO dataset imdb_9prevs [pool size: 10]
20/11/23 13:02:52| INFO Dataset sample 0.10 of dataset imdb_9prevs started
20/11/23 13:03:09| INFO doc finished [took 11.6427s]
20/11/23 13:03:09| INFO ref finished [took 13.4657s]
20/11/23 13:03:12| INFO atc_mc finished [took 16.8274s]
20/11/23 13:03:20| INFO bin_sld finished [took 26.2900s]
20/11/23 13:03:30| INFO mul_sld finished [took 35.5662s]
20/11/23 13:03:30| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 37.9536s]
20/11/23 13:03:30| INFO Dataset sample 0.20 of dataset imdb_9prevs started
20/11/23 13:03:47| INFO doc finished [took 12.6327s]
20/11/23 13:03:47| INFO ref finished [took 14.1113s]
20/11/23 13:03:51| INFO atc_mc finished [took 17.1208s]
20/11/23 13:04:00| INFO bin_sld finished [took 28.7995s]
20/11/23 13:04:05| INFO mul_sld finished [took 32.8595s]
20/11/23 13:04:05| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 34.9393s]
20/11/23 13:04:05| INFO Dataset sample 0.30 of dataset imdb_9prevs started
20/11/23 13:04:33| INFO doc finished [took 16.7791s]
20/11/23 13:04:34| INFO ref finished [took 19.3321s]
20/11/23 13:04:37| INFO atc_mc finished [took 22.5727s]
20/11/23 13:04:42| INFO bin_sld finished [took 29.8259s]
20/11/23 13:04:45| INFO mul_sld finished [took 29.3606s]
20/11/23 13:04:45| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 40.0519s]
20/11/23 13:04:45| INFO Dataset sample 0.40 of dataset imdb_9prevs started
20/11/23 13:05:09| INFO ref finished [took 18.0921s]
20/11/23 13:05:10| INFO doc finished [took 18.2462s]
20/11/23 13:05:14| INFO atc_mc finished [took 22.4662s]
20/11/23 13:05:18| INFO bin_sld finished [took 30.0297s]
20/11/23 13:05:23| INFO mul_sld finished [took 31.6445s]
20/11/23 13:05:23| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 37.7604s]
20/11/23 13:05:23| INFO Dataset sample 0.50 of dataset imdb_9prevs started
20/11/23 13:05:49| INFO doc finished [took 20.2806s]
20/11/23 13:05:49| INFO ref finished [took 21.3255s]
20/11/23 13:05:53| INFO atc_mc finished [took 24.0795s]
20/11/23 13:05:56| INFO bin_sld finished [took 28.7894s]
20/11/23 13:06:00| INFO mul_sld finished [took 33.7951s]
20/11/23 13:06:00| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 37.5706s]
20/11/23 13:06:00| INFO Dataset sample 0.60 of dataset imdb_9prevs started
20/11/23 13:06:26| INFO ref finished [took 19.4509s]
20/11/23 13:06:26| INFO doc finished [took 19.9130s]
20/11/23 13:06:30| INFO atc_mc finished [took 22.7232s]
20/11/23 13:06:33| INFO bin_sld finished [took 30.7533s]
20/11/23 13:06:37| INFO mul_sld finished [took 30.0295s]
20/11/23 13:06:37| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 36.6151s]
20/11/23 13:06:37| INFO Dataset sample 0.70 of dataset imdb_9prevs started
20/11/23 13:06:57| INFO doc finished [took 14.8506s]
20/11/23 13:06:57| INFO ref finished [took 15.2854s]
20/11/23 13:07:00| INFO atc_mc finished [took 18.7613s]
20/11/23 13:07:04| INFO bin_sld finished [took 23.4065s]
20/11/23 13:07:06| INFO mul_sld finished [took 25.6179s]
20/11/23 13:07:06| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 29.4099s]
20/11/23 13:07:06| INFO Dataset sample 0.80 of dataset imdb_9prevs started
20/11/23 13:07:27| INFO doc finished [took 15.8386s]
20/11/23 13:07:27| INFO ref finished [took 16.2869s]
20/11/23 13:07:31| INFO atc_mc finished [took 20.1657s]
20/11/23 13:07:38| INFO mul_sld finished [took 28.5372s]
20/11/23 13:07:39| INFO bin_sld finished [took 29.6434s]
20/11/23 13:07:39| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 32.4333s]
20/11/23 13:07:39| INFO Dataset sample 0.90 of dataset imdb_9prevs started
20/11/23 13:08:01| INFO ref finished [took 16.2102s]
20/11/23 13:08:01| INFO doc finished [took 15.5073s]
20/11/23 13:08:03| INFO atc_mc finished [took 19.5171s]
20/11/23 13:08:07| INFO bin_sld finished [took 26.6722s]
20/11/23 13:08:13| INFO mul_sld finished [took 30.5575s]
20/11/23 13:08:13| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 34.6924s]
----------------------------------------------------------------------------------------------------
20/11/23 13:54:08| INFO dataset imdb_9prevs [pool size: 10]
20/11/23 13:54:17| INFO Dataset sample 0.10 of dataset imdb_9prevs started
20/11/23 13:55:31| INFO doc finished [took 63.9862s]
20/11/23 13:55:35| INFO ref finished [took 71.4049s]
20/11/23 13:55:55| INFO atc_mc finished [took 89.1926s]
20/11/23 13:56:16| INFO mulis_sld finished [took 114.9676s]
20/11/23 13:57:36| INFO binis_sld finished [took 197.4002s]
20/11/23 14:13:15| INFO rca_star finished [took 1125.9007s]
20/11/23 14:13:15| INFO rca finished [took 1126.5969s]
20/11/23 14:13:15| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 1137.9566s]
20/11/23 14:13:15| INFO Dataset sample 0.20 of dataset imdb_9prevs started
----------------------------------------------------------------------------------------------------
20/11/23 14:14:37| INFO dataset imdb_9prevs [pool size: 10]
20/11/23 14:14:46| INFO Dataset sample 0.10 of dataset imdb_9prevs started
20/11/23 14:15:27| INFO doc finished [took 28.2275s]
20/11/23 14:15:32| INFO binis_pacc finished [took 43.8178s]
20/11/23 14:15:32| INFO ref finished [took 37.4386s]
20/11/23 14:15:34| INFO mulis_pacc finished [took 43.9843s]
20/11/23 14:15:35| INFO atc_mc finished [took 37.4711s]
20/11/23 14:15:39| INFO mulis_sld finished [took 46.2048s]
20/11/23 14:16:04| INFO binis_sld finished [took 71.1316s]
20/11/23 14:16:04| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 77.7480s]
20/11/23 14:16:04| INFO Dataset sample 0.20 of dataset imdb_9prevs started
20/11/23 14:16:49| INFO ref finished [took 33.6024s]
20/11/23 14:16:53| INFO doc finished [took 34.4709s]
20/11/23 14:16:53| INFO binis_pacc finished [took 45.5262s]
20/11/23 14:16:55| INFO mulis_pacc finished [took 44.8774s]
20/11/23 14:16:55| INFO atc_mc finished [took 38.1527s]
20/11/23 14:17:05| INFO mulis_sld finished [took 52.6045s]
20/11/23 14:17:18| INFO binis_sld finished [took 66.3136s]
20/11/23 14:17:18| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 74.6187s]
20/11/23 14:17:18| INFO Dataset sample 0.30 of dataset imdb_9prevs started
20/11/23 14:18:10| INFO doc finished [took 29.2951s]
20/11/23 14:18:10| INFO ref finished [took 31.5087s]
20/11/23 14:18:14| INFO binis_pacc finished [took 47.2623s]
20/11/23 14:18:17| INFO atc_mc finished [took 38.7412s]
20/11/23 14:18:20| INFO mulis_pacc finished [took 48.8603s]
20/11/23 14:18:28| INFO binis_sld finished [took 54.4351s]
20/11/23 14:18:30| INFO mulis_sld finished [took 54.0171s]
20/11/23 14:18:30| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 71.7372s]
20/11/23 14:18:30| INFO Dataset sample 0.40 of dataset imdb_9prevs started
20/11/23 14:19:16| INFO ref finished [took 32.1021s]
20/11/23 14:19:22| INFO doc finished [took 36.7007s]
20/11/23 14:19:23| INFO mulis_pacc finished [took 46.6175s]
20/11/23 14:19:23| INFO atc_mc finished [took 39.6910s]
20/11/23 14:19:25| INFO binis_pacc finished [took 51.1957s]
20/11/23 14:19:33| INFO binis_sld finished [took 57.4588s]
20/11/23 14:19:34| INFO mulis_sld finished [took 52.1688s]
20/11/23 14:19:34| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 64.0582s]
20/11/23 14:19:34| INFO Dataset sample 0.50 of dataset imdb_9prevs started
20/11/23 14:20:22| INFO doc finished [took 31.7336s]
20/11/23 14:20:23| INFO ref finished [took 35.1117s]
20/11/23 14:20:26| INFO binis_pacc finished [took 47.7704s]
20/11/23 14:20:29| INFO mulis_pacc finished [took 47.7163s]
20/11/23 14:20:33| INFO atc_mc finished [took 45.2073s]
20/11/23 14:20:39| INFO mulis_sld finished [took 52.8156s]
20/11/23 14:20:42| INFO binis_sld finished [took 61.4007s]
20/11/23 14:20:42| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 67.4820s]
20/11/23 14:20:42| INFO Dataset sample 0.60 of dataset imdb_9prevs started
20/11/23 14:21:28| INFO ref finished [took 34.7217s]
20/11/23 14:21:28| INFO doc finished [took 33.0339s]
20/11/23 14:21:35| INFO mulis_pacc finished [took 47.7748s]
20/11/23 14:21:36| INFO binis_pacc finished [took 49.5656s]
20/11/23 14:21:40| INFO atc_mc finished [took 46.9417s]
20/11/23 14:21:45| INFO binis_sld finished [took 55.1265s]
20/11/23 14:21:45| INFO mulis_sld finished [took 53.7538s]
20/11/23 14:21:45| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 63.7629s]
20/11/23 14:21:45| INFO Dataset sample 0.70 of dataset imdb_9prevs started
20/11/23 14:22:32| INFO doc finished [took 30.8502s]
20/11/23 14:22:33| INFO ref finished [took 34.0222s]
20/11/23 14:22:36| INFO binis_pacc finished [took 47.9541s]
20/11/23 14:22:39| INFO atc_mc finished [took 37.8288s]
20/11/23 14:22:43| INFO mulis_pacc finished [took 48.6021s]
20/11/23 14:22:49| INFO binis_sld finished [took 52.6787s]
20/11/23 14:22:52| INFO mulis_sld finished [took 54.8996s]
20/11/23 14:22:52| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 66.1803s]
20/11/23 14:22:52| INFO Dataset sample 0.80 of dataset imdb_9prevs started
20/11/23 14:23:38| INFO doc finished [took 31.0230s]
20/11/23 14:23:38| INFO ref finished [took 32.0340s]
20/11/23 14:23:45| INFO mulis_pacc finished [took 41.3610s]
20/11/23 14:23:45| INFO atc_mc finished [took 38.3982s]
20/11/23 14:23:47| INFO binis_pacc finished [took 49.3351s]
20/11/23 14:23:51| INFO mulis_sld finished [took 46.9674s]
20/11/23 14:24:10| INFO binis_sld finished [took 65.4690s]
20/11/23 14:24:10| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 78.0258s]
20/11/23 14:24:10| INFO Dataset sample 0.90 of dataset imdb_9prevs started
20/11/23 14:24:11| WARNING Method binis_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
20/11/23 14:24:13| WARNING Method mulis_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
20/11/23 14:24:40| INFO doc finished [took 21.8258s]
20/11/23 14:24:41| INFO ref finished [took 23.7184s]
20/11/23 14:24:48| INFO atc_mc finished [took 30.8998s]
20/11/23 14:24:52| INFO mulis_sld finished [took 36.1741s]
20/11/23 14:25:00| INFO binis_sld finished [took 45.6863s]
20/11/23 14:25:00| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 50.3174s]
----------------------------------------------------------------------------------------------------
20/11/23 15:50:21| INFO dataset imdb_9prevs [pool size: 10]
20/11/23 15:50:30| INFO Dataset sample 0.10 of dataset imdb_9prevs started
20/11/23 15:50:33| WARNING Method mul_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
20/11/23 15:50:52| WARNING Method bin_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
20/11/23 15:51:33| INFO mulis_pacc finished [took 55.4094s]
20/11/23 15:51:33| INFO atc_mc finished [took 42.7644s]
20/11/23 15:51:35| INFO doc finished [took 42.2395s]
20/11/23 15:51:35| INFO ref finished [took 44.6490s]
20/11/23 15:51:36| INFO binis_pacc finished [took 60.4255s]
20/11/23 15:51:39| INFO mulis_sld finished [took 53.9361s]
20/11/23 15:52:06| INFO bin_sld finished [took 93.4792s]
20/11/23 15:52:07| INFO binis_sld finished [took 82.1673s]
20/11/23 15:52:23| INFO mul_sld finished [took 101.5244s]
20/11/23 15:52:23| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 112.1609s]
20/11/23 15:52:23| INFO Dataset sample 0.20 of dataset imdb_9prevs started
20/11/23 15:53:24| INFO ref finished [took 41.3159s]
20/11/23 15:53:40| INFO binis_pacc finished [took 70.5113s]
20/11/23 15:53:45| INFO mulis_pacc finished [took 72.1329s]
20/11/23 15:53:47| INFO atc_mc finished [took 62.2959s]
20/11/23 15:53:47| INFO mulis_sld finished [took 68.3027s]
20/11/23 15:53:54| INFO doc finished [took 27.1331s]
20/11/23 15:54:06| INFO binis_sld finished [took 90.0668s]
20/11/23 15:54:14| INFO bin_sld finished [took 109.1453s]
20/11/23 15:54:16| INFO mul_sld finished [took 101.8981s]
20/11/23 15:54:18| INFO mul_sld_lsvc finished [took 109.6278s]
20/11/23 15:54:31| INFO bin_sld_lsvc finished [took 111.4557s]
20/11/23 15:54:31| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 128.9509s]
20/11/23 15:54:31| INFO Dataset sample 0.30 of dataset imdb_9prevs started
20/11/23 15:55:44| INFO ref finished [took 43.0126s]
20/11/23 15:55:53| INFO mulis_pacc finished [took 62.1362s]
20/11/23 15:55:59| INFO binis_pacc finished [took 68.8450s]
20/11/23 15:56:02| INFO atc_mc finished [took 59.0646s]
20/11/23 15:56:13| INFO doc finished [took 24.0316s]
20/11/23 15:56:19| INFO bin_sld finished [took 98.4385s]
20/11/23 15:56:19| INFO mul_sld finished [took 82.9688s]
20/11/23 15:56:20| INFO binis_sld finished [took 83.6417s]
20/11/23 15:56:20| INFO mulis_sld finished [took 82.9412s]
20/11/23 15:56:29| INFO bin_sld_lsvc finished [took 88.3702s]
20/11/23 15:56:44| INFO mul_sld_lsvc finished [took 119.0665s]
20/11/23 15:56:44| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 132.1778s]
20/11/23 15:56:44| INFO Dataset sample 0.40 of dataset imdb_9prevs started
20/11/23 15:57:46| INFO ref finished [took 39.8775s]
20/11/23 15:57:57| INFO binis_pacc finished [took 62.7889s]
20/11/23 15:57:58| INFO atc_mc finished [took 51.8180s]
20/11/23 15:58:10| INFO mulis_pacc finished [took 75.0078s]
20/11/23 15:58:14| INFO doc finished [took 23.5837s]
20/11/23 15:58:18| INFO binis_sld finished [took 78.4560s]
20/11/23 15:58:19| INFO mulis_sld finished [took 76.6469s]
20/11/23 15:58:24| INFO bin_sld finished [took 97.0974s]
20/11/23 15:58:27| INFO mul_sld finished [took 89.9680s]
20/11/23 15:58:36| INFO bin_sld_lsvc finished [took 92.7088s]
20/11/23 15:58:46| INFO mul_sld_lsvc finished [took 113.8371s]
20/11/23 15:58:46| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 122.6502s]
20/11/23 15:58:46| INFO Dataset sample 0.50 of dataset imdb_9prevs started
20/11/23 15:59:58| INFO ref finished [took 51.7497s]
20/11/23 16:00:05| INFO mulis_pacc finished [took 65.3439s]
20/11/23 16:00:10| INFO binis_pacc finished [took 70.8454s]
20/11/23 16:00:13| INFO atc_mc finished [took 65.4091s]
20/11/23 16:00:23| INFO doc finished [took 20.1917s]
20/11/23 16:00:24| INFO bin_sld finished [took 94.7420s]
20/11/23 16:00:25| INFO mulis_sld finished [took 81.4723s]
20/11/23 16:00:25| INFO binis_sld finished [took 82.5292s]
20/11/23 16:00:28| INFO mul_sld finished [took 87.6260s]
20/11/23 16:00:42| INFO bin_sld_lsvc finished [took 96.8525s]
20/11/23 16:01:02| INFO mul_sld_lsvc finished [took 127.8363s]
20/11/23 16:01:02| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 135.7654s]
20/11/23 16:01:02| INFO Dataset sample 0.60 of dataset imdb_9prevs started
20/11/23 16:02:16| INFO ref finished [took 56.3847s]
20/11/23 16:02:20| INFO binis_pacc finished [took 68.5114s]
20/11/23 16:02:26| INFO mulis_pacc finished [took 71.9974s]
20/11/23 16:02:28| INFO atc_mc finished [took 69.1270s]
20/11/23 16:02:31| INFO binis_sld finished [took 74.4586s]
20/11/23 16:02:39| INFO doc finished [took 20.0222s]
20/11/23 16:02:41| INFO bin_sld finished [took 96.3134s]
20/11/23 16:02:42| INFO mulis_sld finished [took 84.7902s]
20/11/23 16:02:44| INFO mul_sld finished [took 89.8147s]
20/11/23 16:02:47| INFO bin_sld_lsvc finished [took 89.1043s]
20/11/23 16:03:05| INFO mul_sld_lsvc finished [took 112.0250s]
20/11/23 16:03:05| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 122.5360s]
20/11/23 16:03:05| INFO Dataset sample 0.70 of dataset imdb_9prevs started
20/11/23 16:04:20| INFO mulis_pacc finished [took 60.0982s]
20/11/23 16:04:24| INFO ref finished [took 55.7779s]
20/11/23 16:04:26| INFO binis_pacc finished [took 68.8016s]
20/11/23 16:04:37| INFO atc_mc finished [took 67.8508s]
20/11/23 16:04:39| INFO mul_sld finished [took 80.9607s]
20/11/23 16:04:43| INFO doc finished [took 20.6759s]
20/11/23 16:04:46| INFO mulis_sld finished [took 81.9179s]
20/11/23 16:04:49| INFO binis_sld finished [took 85.1287s]
20/11/23 16:04:50| INFO bin_sld finished [took 98.8167s]
20/11/23 16:05:02| INFO bin_sld_lsvc finished [took 94.8769s]
20/11/23 16:05:09| INFO mul_sld_lsvc finished [took 112.2070s]
20/11/23 16:05:09| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 124.4321s]
20/11/23 16:05:09| INFO Dataset sample 0.80 of dataset imdb_9prevs started
20/11/23 16:06:23| INFO ref finished [took 50.4981s]
20/11/23 16:06:32| INFO binis_pacc finished [took 70.8646s]
20/11/23 16:06:35| INFO mulis_sld finished [took 67.5143s]
20/11/23 16:06:37| INFO mulis_pacc finished [took 71.1612s]
20/11/23 16:06:38| INFO atc_mc finished [took 64.1656s]
20/11/23 16:06:48| INFO doc finished [took 19.4230s]
20/11/23 16:06:50| INFO mul_sld finished [took 87.1440s]
20/11/23 16:07:00| INFO bin_sld finished [took 107.6311s]
20/11/23 16:07:00| INFO binis_sld finished [took 92.9370s]
20/11/23 16:07:01| INFO bin_sld_lsvc finished [took 89.9615s]
20/11/23 16:07:10| INFO mul_sld_lsvc finished [took 112.8633s]
20/11/23 16:07:10| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 121.1346s]
20/11/23 16:07:10| INFO Dataset sample 0.90 of dataset imdb_9prevs started
20/11/23 16:07:15| WARNING Method mul_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
20/11/23 16:07:17| WARNING Method binis_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
20/11/23 16:07:18| WARNING Method mulis_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
20/11/23 16:07:25| WARNING Method bin_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
20/11/23 16:07:57| INFO doc finished [took 30.6669s]
20/11/23 16:08:02| INFO ref finished [took 37.0393s]
20/11/23 16:08:06| INFO atc_mc finished [took 39.8330s]
20/11/23 16:08:14| INFO mulis_sld finished [took 49.7872s]
20/11/23 16:08:19| INFO bin_sld finished [took 65.7369s]
20/11/23 16:08:20| INFO binis_sld finished [took 59.3226s]
20/11/23 16:08:27| INFO mul_sld finished [took 67.4432s]
20/11/23 16:08:27| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 77.1395s]
----------------------------------------------------------------------------------------------------
20/11/23 16:18:22| INFO dataset imdb_9prevs [pool size: 10]
20/11/23 16:18:31| INFO Dataset sample 0.10 of dataset imdb_9prevs started
20/11/23 16:18:35| WARNING Method mul_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
20/11/23 16:18:43| WARNING Method mulis_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
20/11/23 16:18:47| WARNING Method binis_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
20/11/23 16:18:55| WARNING Method bin_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
20/11/23 16:19:27| INFO doc finished [took 32.6039s]
20/11/23 16:19:31| INFO binis_pacc finished [took 54.5754s]
20/11/23 16:19:34| INFO ref finished [took 42.5161s]
20/11/23 16:19:40| INFO mulis_pacc finished [took 57.6524s]
20/11/23 16:19:42| INFO atc_mc finished [took 48.6834s]
20/11/23 16:19:47| INFO mulis_sld finished [took 58.4125s]
20/11/23 16:20:01| INFO binis_sld finished [took 73.1066s]
20/11/23 16:20:05| INFO bin_sld finished [took 92.3578s]
20/11/23 16:20:24| INFO mul_sld finished [took 96.8753s]
20/11/23 16:20:24| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 112.9783s]
20/11/23 16:20:24| INFO Dataset sample 0.20 of dataset imdb_9prevs started
20/11/23 16:21:38| INFO binis_pacc finished [took 67.4372s]
20/11/23 16:21:44| INFO mulis_pacc finished [took 67.0980s]
20/11/23 16:21:59| INFO mulis_sld finished [took 76.5681s]
20/11/23 16:22:12| INFO ref finished [took 30.8900s]
20/11/23 16:22:18| INFO bin_sld finished [took 111.4093s]
20/11/23 16:22:25| INFO mul_sld_lsvc finished [took 115.2287s]
20/11/23 16:22:27| INFO doc finished [took 25.1264s]
20/11/23 16:22:29| INFO atc_mc finished [took 41.8054s]
20/11/23 16:22:32| INFO mul_sld finished [took 110.8812s]
20/11/23 16:22:34| INFO binis_sld finished [took 113.6167s]
20/11/23 16:22:39| INFO binis_sld_lsvc finished [took 126.6509s]
20/11/23 16:22:41| INFO mulis_sld_lsvc finished [took 124.2538s]
20/11/23 16:22:49| INFO bin_sld_lsvc finished [took 125.7169s]
20/11/23 16:22:49| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 144.4944s]
20/11/23 16:22:49| INFO Dataset sample 0.30 of dataset imdb_9prevs started
20/11/23 16:24:16| INFO binis_pacc finished [took 67.2570s]
20/11/23 16:24:25| INFO mulis_pacc finished [took 75.8195s]
20/11/23 16:24:37| INFO binis_sld finished [took 80.6286s]
20/11/23 16:24:48| INFO mul_sld finished [took 95.5926s]
20/11/23 16:24:51| INFO bin_sld finished [took 106.6947s]
20/11/23 16:24:53| INFO mulis_sld finished [took 94.7438s]
20/11/23 16:24:55| INFO ref finished [took 33.8797s]
20/11/23 16:25:03| INFO binis_sld_lsvc finished [took 113.1204s]
20/11/23 16:25:03| INFO bin_sld_lsvc finished [took 104.5985s]
20/11/23 16:25:04| INFO doc finished [took 22.4330s]
20/11/23 16:25:06| INFO atc_mc finished [took 35.5340s]
20/11/23 16:25:09| INFO mulis_sld_lsvc finished [took 117.0398s]
20/11/23 16:25:17| INFO mul_sld_lsvc finished [took 131.3475s]
20/11/23 16:25:17| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 148.2142s]
20/11/23 16:25:17| INFO Dataset sample 0.40 of dataset imdb_9prevs started
20/11/23 16:26:24| INFO binis_pacc finished [took 56.5417s]
20/11/23 16:26:40| INFO mulis_pacc finished [took 70.3333s]
20/11/23 16:27:00| INFO ref finished [took 32.1253s]
20/11/23 16:27:08| INFO binis_sld finished [took 91.9609s]
20/11/23 16:27:09| INFO bin_sld finished [took 108.6075s]
20/11/23 16:27:09| INFO mulis_sld finished [took 92.1912s]
20/11/23 16:27:15| INFO atc_mc finished [took 32.5400s]
20/11/23 16:27:19| INFO mul_sld finished [took 105.1496s]
20/11/23 16:27:21| INFO bin_sld_lsvc finished [took 103.3958s]
20/11/23 16:27:23| INFO binis_sld_lsvc finished [took 115.1183s]
20/11/23 16:27:24| INFO mulis_sld_lsvc finished [took 109.1526s]
20/11/23 16:27:24| INFO doc finished [took 20.6259s]
20/11/23 16:27:30| INFO mul_sld_lsvc finished [took 123.4159s]
20/11/23 16:27:30| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 132.9986s]
20/11/23 16:27:30| INFO Dataset sample 0.50 of dataset imdb_9prevs started
20/11/23 16:28:40| INFO binis_pacc finished [took 61.1255s]
20/11/23 16:28:59| INFO mulis_pacc finished [took 74.3788s]
20/11/23 16:29:11| INFO bin_sld finished [took 95.1233s]
20/11/23 16:29:14| INFO ref finished [took 31.6178s]
20/11/23 16:29:18| INFO mulis_sld finished [took 89.3817s]
20/11/23 16:29:20| INFO binis_sld finished [took 93.2534s]
20/11/23 16:29:25| INFO binis_sld_lsvc finished [took 100.9105s]
20/11/23 16:29:30| INFO mul_sld finished [took 103.5871s]
20/11/23 16:29:35| INFO atc_mc finished [took 31.9767s]
20/11/23 16:29:36| INFO doc finished [took 22.3716s]
20/11/23 16:29:37| INFO bin_sld_lsvc finished [took 107.9102s]
20/11/23 16:29:37| INFO mulis_sld_lsvc finished [took 111.3864s]
20/11/23 16:29:55| INFO mul_sld_lsvc finished [took 139.2869s]
20/11/23 16:29:55| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 144.9817s]
20/11/23 16:29:55| INFO Dataset sample 0.60 of dataset imdb_9prevs started
20/11/23 16:31:05| INFO binis_pacc finished [took 60.5786s]
20/11/23 16:31:16| INFO mulis_pacc finished [took 68.4164s]
20/11/23 16:31:36| INFO binis_sld finished [took 84.5236s]
20/11/23 16:31:37| INFO ref finished [took 30.2524s]
20/11/23 16:31:43| INFO mulis_sld finished [took 92.2488s]
20/11/23 16:31:48| INFO bin_sld finished [took 110.6112s]
20/11/23 16:31:56| INFO mul_sld finished [took 106.2110s]
20/11/23 16:31:56| INFO bin_sld_lsvc finished [took 102.1058s]
20/11/23 16:31:57| INFO atc_mc finished [took 37.3810s]
20/11/23 16:31:59| INFO binis_sld_lsvc finished [took 114.4642s]
20/11/23 16:32:03| INFO doc finished [took 24.5658s]
20/11/23 16:32:03| INFO mulis_sld_lsvc finished [took 115.0516s]
20/11/23 16:32:05| INFO mul_sld_lsvc finished [took 124.4764s]
20/11/23 16:32:05| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 129.9468s]
20/11/23 16:32:05| INFO Dataset sample 0.70 of dataset imdb_9prevs started
20/11/23 16:33:19| INFO mulis_pacc finished [took 56.6491s]
20/11/23 16:33:25| INFO binis_pacc finished [took 69.3831s]
20/11/23 16:33:53| INFO mulis_sld finished [took 87.7702s]
20/11/23 16:33:58| INFO ref finished [took 35.6316s]
20/11/23 16:33:59| INFO bin_sld finished [took 110.8959s]
20/11/23 16:34:01| INFO binis_sld finished [took 97.1247s]
20/11/23 16:34:04| INFO mul_sld finished [took 100.8488s]
20/11/23 16:34:09| INFO atc_mc finished [took 40.2958s]
20/11/23 16:34:09| INFO mulis_sld_lsvc finished [took 106.2545s]
20/11/23 16:34:13| INFO mul_sld_lsvc finished [took 121.0396s]
20/11/23 16:34:15| INFO doc finished [took 18.5751s]
20/11/23 16:34:19| INFO bin_sld_lsvc finished [took 112.7637s]
20/11/23 16:34:20| INFO binis_sld_lsvc finished [took 122.6503s]
20/11/23 16:34:20| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 135.0863s]
20/11/23 16:34:20| INFO Dataset sample 0.80 of dataset imdb_9prevs started
20/11/23 16:35:39| INFO binis_pacc finished [took 71.0317s]
20/11/23 16:35:48| INFO mulis_pacc finished [took 71.6197s]
20/11/23 16:36:02| INFO mul_sld finished [took 82.7842s]
20/11/23 16:36:06| INFO mulis_sld finished [took 84.1643s]
20/11/23 16:36:16| INFO ref finished [took 33.3506s]
20/11/23 16:36:24| INFO doc finished [took 18.9986s]
20/11/23 16:36:24| INFO binis_sld finished [took 104.1811s]
20/11/23 16:36:29| INFO binis_sld_lsvc finished [took 113.3393s]
20/11/23 16:36:30| INFO mul_sld_lsvc finished [took 120.0368s]
20/11/23 16:36:30| INFO atc_mc finished [took 36.4089s]
20/11/23 16:36:31| INFO bin_sld finished [took 125.6791s]
20/11/23 16:36:33| INFO mulis_sld_lsvc finished [took 114.7882s]
20/11/23 16:36:33| INFO bin_sld_lsvc finished [took 109.5191s]
20/11/23 16:36:33| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 132.7449s]
20/11/23 16:36:33| INFO Dataset sample 0.90 of dataset imdb_9prevs started
20/11/23 16:36:38| WARNING Method mul_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
20/11/23 16:36:40| WARNING Method binis_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
20/11/23 16:36:41| WARNING Method binis_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
20/11/23 16:36:43| WARNING Method mulis_pacc failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
20/11/23 16:36:44| WARNING Method mulis_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
20/11/23 16:36:50| WARNING Method bin_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
20/11/23 16:37:23| INFO doc finished [took 31.9988s]
20/11/23 16:37:29| INFO ref finished [took 39.8584s]
20/11/23 16:37:35| INFO mulis_sld finished [took 46.5992s]
20/11/23 16:37:36| INFO atc_mc finished [took 44.0758s]
20/11/23 16:37:42| INFO bin_sld finished [took 68.5161s]
20/11/23 16:37:44| INFO binis_sld finished [took 56.3771s]
20/11/23 16:37:51| INFO mul_sld finished [took 64.5113s]
20/11/23 16:37:51| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 78.2927s]
----------------------------------------------------------------------------------------------------
20/11/23 16:39:52| INFO dataset imdb_9prevs [pool size: 10]
20/11/23 16:40:01| INFO Dataset sample 0.10 of dataset imdb_9prevs started
20/11/23 16:40:07| WARNING Method mul_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
20/11/23 16:40:14| WARNING Method mulis_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
20/11/23 16:40:20| WARNING Method binis_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
20/11/23 16:40:28| WARNING Method bin_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
20/11/23 16:40:59| INFO doc finished [took 31.4421s]
20/11/23 16:41:07| INFO binis_pacc finished [took 60.0165s]
20/11/23 16:41:09| INFO ref finished [took 46.1236s]
20/11/23 16:41:12| INFO mulis_sld finished [took 52.2533s]
20/11/23 16:41:12| INFO atc_mc finished [took 48.9797s]
20/11/23 16:41:13| INFO mulis_pacc finished [took 62.0733s]
20/11/23 16:41:32| INFO bin_sld finished [took 87.5608s]
20/11/23 16:41:41| INFO binis_sld finished [took 83.9275s]
20/11/23 16:41:55| INFO mul_sld finished [took 98.6353s]
20/11/23 16:41:55| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 113.6897s]
20/11/23 16:41:55| INFO Dataset sample 0.20 of dataset imdb_9prevs started
20/11/23 16:43:00| INFO binis_pacc finished [took 56.3906s]
20/11/23 16:43:18| INFO mulis_pacc finished [took 71.0430s]
20/11/23 16:43:18| INFO mulis_sld finished [took 64.2580s]
----------------------------------------------------------------------------------------------------
20/11/23 17:54:08| INFO dataset imdb_9prevs [pool size: 10]
20/11/23 17:54:17| INFO Dataset sample 0.10 of dataset imdb_9prevs started
20/11/23 17:54:32| WARNING Method gde failed. Exception: unsupported operand type(s) for -: 'NoneType' and 'float'
20/11/23 17:54:49| INFO doc finished [took 22.1930s]
20/11/23 17:54:50| INFO ref finished [took 26.9221s]
20/11/23 17:54:55| INFO atc_mc finished [took 30.8531s]
20/11/23 17:54:59| INFO mulis_sld finished [took 38.5919s]
20/11/23 17:55:20| INFO binis_sld finished [took 60.1665s]
20/11/23 17:55:20| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 62.4096s]
20/11/23 17:55:20| INFO Dataset sample 0.20 of dataset imdb_9prevs started
20/11/23 17:55:38| WARNING Method gde failed. Exception: unsupported operand type(s) for -: 'NoneType' and 'float'
20/11/23 17:55:54| INFO doc finished [took 25.5699s]
20/11/23 17:55:56| INFO ref finished [took 28.1285s]
20/11/23 17:56:02| INFO atc_mc finished [took 33.8416s]
20/11/23 17:56:07| INFO mulis_sld finished [took 41.0999s]
20/11/23 17:56:24| INFO binis_sld finished [took 60.9157s]
20/11/23 17:56:24| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 64.1137s]
20/11/23 17:56:24| INFO Dataset sample 0.30 of dataset imdb_9prevs started
20/11/23 17:56:50| WARNING Method gde failed. Exception: unsupported operand type(s) for -: 'NoneType' and 'float'
20/11/23 17:57:06| INFO doc finished [took 25.5999s]
20/11/23 17:57:06| INFO ref finished [took 29.8924s]
20/11/23 17:57:13| INFO atc_mc finished [took 33.3073s]
20/11/23 17:57:22| INFO mulis_sld finished [took 45.9230s]
20/11/23 17:57:23| INFO binis_sld finished [took 51.7170s]
20/11/23 17:57:23| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 59.2357s]
20/11/23 17:57:23| INFO Dataset sample 0.40 of dataset imdb_9prevs started
20/11/23 17:57:42| WARNING Method gde failed. Exception: unsupported operand type(s) for -: 'NoneType' and 'float'
20/11/23 17:57:59| INFO ref finished [took 28.4902s]
20/11/23 17:58:00| INFO doc finished [took 24.7919s]
20/11/23 17:58:07| INFO atc_mc finished [took 33.0023s]
20/11/23 17:58:15| INFO binis_sld finished [took 49.1123s]
20/11/23 17:58:16| INFO mulis_sld finished [took 46.2953s]
20/11/23 17:58:16| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 52.7729s]
20/11/23 17:58:16| INFO Dataset sample 0.50 of dataset imdb_9prevs started
20/11/23 17:58:35| WARNING Method gde failed. Exception: unsupported operand type(s) for -: 'NoneType' and 'float'
20/11/23 17:58:52| INFO doc finished [took 27.2607s]
20/11/23 17:58:54| INFO ref finished [took 29.7357s]
20/11/23 17:59:00| INFO atc_mc finished [took 35.9290s]
20/11/23 17:59:07| INFO binis_sld finished [took 46.0594s]
20/11/23 17:59:09| INFO mulis_sld finished [took 45.6041s]
20/11/23 17:59:09| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 53.4419s]
20/11/23 17:59:09| INFO Dataset sample 0.60 of dataset imdb_9prevs started
20/11/23 17:59:28| WARNING Method gde failed. Exception: unsupported operand type(s) for -: 'NoneType' and 'float'
20/11/23 17:59:45| INFO ref finished [took 29.9295s]
20/11/23 17:59:46| INFO doc finished [took 27.2263s]
20/11/23 17:59:52| INFO atc_mc finished [took 34.2065s]
20/11/23 18:00:00| INFO mulis_sld finished [took 45.1628s]
20/11/23 18:00:02| INFO binis_sld finished [took 50.0154s]
20/11/23 18:00:02| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 52.5545s]
20/11/23 18:00:02| INFO Dataset sample 0.70 of dataset imdb_9prevs started
20/11/23 18:00:22| WARNING Method gde failed. Exception: unsupported operand type(s) for -: 'NoneType' and 'float'
20/11/23 18:00:39| INFO ref finished [took 28.8017s]
20/11/23 18:00:40| INFO doc finished [took 26.7119s]
20/11/23 18:00:46| INFO atc_mc finished [took 33.8038s]
20/11/23 18:00:53| INFO mulis_sld finished [took 41.8696s]
20/11/23 18:00:55| INFO binis_sld finished [took 47.8974s]
20/11/23 18:00:55| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 53.2758s]
20/11/23 18:00:55| INFO Dataset sample 0.80 of dataset imdb_9prevs started
20/11/23 18:01:15| WARNING Method gde failed. Exception: unsupported operand type(s) for -: 'NoneType' and 'float'
20/11/23 18:01:32| INFO doc finished [took 25.2702s]
20/11/23 18:01:33| INFO ref finished [took 27.2995s]
20/11/23 18:01:39| INFO atc_mc finished [took 34.5732s]
20/11/23 18:01:44| INFO mulis_sld finished [took 42.0224s]
20/11/23 18:01:57| INFO binis_sld finished [took 56.5545s]
20/11/23 18:01:57| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 61.9624s]
20/11/23 18:01:57| INFO Dataset sample 0.90 of dataset imdb_9prevs started
20/11/23 18:02:13| WARNING Method gde failed. Exception: unsupported operand type(s) for -: 'NoneType' and 'float'
20/11/23 18:02:29| INFO doc finished [took 23.7766s]
20/11/23 18:02:30| INFO ref finished [took 27.8049s]
20/11/23 18:02:36| INFO atc_mc finished [took 32.3633s]
20/11/23 18:02:40| INFO mulis_sld finished [took 38.5419s]
20/11/23 18:02:48| INFO binis_sld finished [took 49.6938s]
20/11/23 18:02:48| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 51.5200s]
----------------------------------------------------------------------------------------------------
20/11/23 19:04:50| INFO dataset imdb_9prevs [pool size: 10]
20/11/23 19:04:59| INFO Dataset sample 0.10 of dataset imdb_9prevs started
20/11/23 19:05:30| INFO gde finished [took 22.6764s]
20/11/23 19:05:32| INFO doc finished [took 23.9458s]
20/11/23 19:05:32| INFO ref finished [took 26.8365s]
20/11/23 19:05:39| INFO atc_mc finished [took 31.2826s]
20/11/23 19:05:42| INFO mulis_sld finished [took 38.4194s]
20/11/23 19:06:03| INFO binis_sld finished [took 61.7880s]
20/11/23 19:06:03| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 63.3748s]
20/11/23 19:06:03| INFO Dataset sample 0.20 of dataset imdb_9prevs started
20/11/23 19:06:39| INFO gde finished [took 25.7095s]
20/11/23 19:06:40| INFO doc finished [took 27.2498s]
20/11/23 19:06:40| INFO ref finished [took 29.7663s]
20/11/23 19:06:47| INFO atc_mc finished [took 34.9179s]
20/11/23 19:06:51| INFO mulis_sld finished [took 43.1263s]
20/11/23 19:07:09| INFO binis_sld finished [took 63.2674s]
20/11/23 19:07:09| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 66.1754s]
20/11/23 19:07:09| INFO Dataset sample 0.30 of dataset imdb_9prevs started
20/11/23 19:07:51| INFO gde finished [took 26.1793s]
20/11/23 19:07:52| INFO doc finished [took 27.9139s]
20/11/23 19:07:53| INFO ref finished [took 30.6394s]
20/11/23 19:07:59| INFO atc_mc finished [took 35.4558s]
20/11/23 19:08:07| INFO mulis_sld finished [took 46.8600s]
20/11/23 19:08:09| INFO binis_sld finished [took 50.1284s]
20/11/23 19:08:09| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 60.4938s]
20/11/23 19:08:09| INFO Dataset sample 0.40 of dataset imdb_9prevs started
20/11/23 19:08:45| INFO gde finished [took 23.6274s]
20/11/23 19:08:48| INFO doc finished [took 25.9605s]
20/11/23 19:08:48| INFO ref finished [took 29.8124s]
20/11/23 19:08:54| INFO atc_mc finished [took 35.2500s]
20/11/23 19:09:03| INFO binis_sld finished [took 49.0567s]
20/11/23 19:09:04| INFO mulis_sld finished [took 47.7165s]
20/11/23 19:09:04| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 54.3085s]
20/11/23 19:09:04| INFO Dataset sample 0.50 of dataset imdb_9prevs started
20/11/23 19:09:40| INFO gde finished [took 25.1901s]
20/11/23 19:09:42| INFO ref finished [took 30.2374s]
20/11/23 19:09:42| INFO doc finished [took 27.0097s]
20/11/23 19:09:49| INFO atc_mc finished [took 35.6533s]
20/11/23 19:09:57| INFO binis_sld finished [took 51.2408s]
20/11/23 19:09:58| INFO mulis_sld finished [took 47.8818s]
20/11/23 19:09:58| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 53.8944s]
20/11/23 19:09:58| INFO Dataset sample 0.60 of dataset imdb_9prevs started
20/11/23 19:10:33| INFO gde finished [took 26.1887s]
20/11/23 19:10:35| INFO ref finished [took 30.7697s]
20/11/23 19:10:35| INFO doc finished [took 28.8377s]
20/11/23 19:10:41| INFO atc_mc finished [took 35.2992s]
20/11/23 19:10:50| INFO mulis_sld finished [took 46.3602s]
20/11/23 19:10:51| INFO binis_sld finished [took 49.7729s]
20/11/23 19:10:51| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 53.2819s]
20/11/23 19:10:51| INFO Dataset sample 0.70 of dataset imdb_9prevs started
20/11/23 19:11:28| INFO gde finished [took 25.5777s]
20/11/23 19:11:30| INFO ref finished [took 30.2012s]
20/11/23 19:11:30| INFO doc finished [took 27.1812s]
20/11/23 19:11:37| INFO atc_mc finished [took 34.7357s]
20/11/23 19:11:44| INFO mulis_sld finished [took 45.5250s]
20/11/23 19:11:46| INFO binis_sld finished [took 48.4075s]
20/11/23 19:11:46| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 54.8955s]
20/11/23 19:11:46| INFO Dataset sample 0.80 of dataset imdb_9prevs started
20/11/23 19:12:22| INFO gde finished [took 23.6588s]
20/11/23 19:12:23| INFO doc finished [took 24.7034s]
20/11/23 19:12:23| INFO ref finished [took 28.6837s]
20/11/23 19:12:30| INFO atc_mc finished [took 33.4209s]
20/11/23 19:12:36| INFO mulis_sld finished [took 42.6935s]
20/11/23 19:12:48| INFO binis_sld finished [took 57.9237s]
20/11/23 19:12:48| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 61.9101s]
20/11/23 19:12:48| INFO Dataset sample 0.90 of dataset imdb_9prevs started
20/11/23 19:13:19| INFO gde finished [took 22.9166s]
20/11/23 19:13:21| INFO doc finished [took 25.9356s]
20/11/23 19:13:21| INFO ref finished [took 29.0515s]
20/11/23 19:13:28| INFO atc_mc finished [took 34.1252s]
20/11/23 19:13:32| INFO mulis_sld finished [took 39.8746s]
20/11/23 19:13:40| INFO binis_sld finished [took 49.9334s]
20/11/23 19:13:40| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 52.5409s]
----------------------------------------------------------------------------------------------------
20/11/23 23:55:08| ERROR Evaluation over imdb failed. Exception: 'Invalid estimator: estimator m3w_lsd does not exist'
----------------------------------------------------------------------------------------------------
20/11/23 23:55:34| ERROR Evaluation over imdb failed. Exception: 'Invalid estimator: estimator m3wc_lsd does not exist'
----------------------------------------------------------------------------------------------------
20/11/23 23:56:01| INFO dataset imdb [pool size: 10]
20/11/23 23:56:07| INFO Dataset sample 0.10 of dataset imdb started
20/11/23 23:56:53| WARNING Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
20/11/23 23:57:15| INFO m3wis_sld finished [took 64.0465s]
20/11/23 23:57:17| INFO mulis_sld finished [took 66.0963s]
20/11/23 23:57:22| INFO m3wc_sld finished [took 70.8372s]
20/11/23 23:57:28| INFO m3wmc_sld finished [took 64.7279s]
20/11/23 23:57:30| INFO mulmc_sld finished [took 75.4552s]
20/11/23 23:57:30| INFO mulc_sld finished [took 70.0115s]
20/11/23 23:57:52| INFO binmc_sld finished [took 100.1785s]
20/11/23 23:57:53| INFO binis_sld finished [took 104.1115s]
20/11/23 23:58:34| INFO ref finished [took 38.6661s]
20/11/23 23:58:34| INFO bin_sld finished [took 98.8017s]
20/11/23 23:58:41| INFO mulne_sld finished [took 68.8498s]
20/11/23 23:59:00| INFO m3wne_sld finished [took 64.5812s]
20/11/23 23:59:03| INFO binne_sld finished [took 103.5451s]
20/11/23 23:59:03| INFO binc_sld finished [took 106.2723s]
20/11/23 23:59:28| INFO doc finished [took 49.3471s]
20/11/23 23:59:50| INFO atc_mc finished [took 73.2389s]
20/11/23 23:59:53| INFO gde finished [took 47.8691s]
21/11/23 00:00:30| INFO mul_sld finished [took 176.6108s]
21/11/23 00:00:34| INFO m3w_sld finished [took 183.3227s]
----------------------------------------------------------------------------------------------------
21/11/23 12:29:26| INFO dataset rcv1_CCAT [pool size: 10]
21/11/23 12:29:30| INFO Dataset sample 0.10 of dataset rcv1_CCAT started
21/11/23 12:29:33| WARNING Method mulmc_sld failed. Exception: 'EvaluationMethod' object has no attribute 'q'
21/11/23 12:29:34| WARNING Method m3wis_sld failed. Exception: 'EvaluationMethod' object has no attribute 'q'
21/11/23 12:29:35| WARNING Method m3wc_sld failed. Exception: 'EvaluationMethod' object has no attribute 'q'
----------------------------------------------------------------------------------------------------
21/11/23 12:29:53| INFO dataset rcv1_CCAT [pool size: 10]
21/11/23 12:30:02| INFO Dataset sample 0.10 of dataset rcv1_CCAT started
21/11/23 12:30:06| WARNING Method bin_sld_gs failed. Exception: name '_EvaluationMethodGridSearch__param_grid' is not defined
----------------------------------------------------------------------------------------------------
21/11/23 12:31:39| INFO dataset rcv1_CCAT [pool size: 10]
21/11/23 12:31:43| INFO Dataset sample 0.10 of dataset rcv1_CCAT started
21/11/23 12:31:49| WARNING Method bin_sld_gs failed. Exception: name '_EvaluationMethodGridSearch__param_grid' is not defined
----------------------------------------------------------------------------------------------------
21/11/23 12:32:07| INFO dataset rcv1_CCAT [pool size: 10]
21/11/23 12:32:13| INFO Dataset sample 0.10 of dataset rcv1_CCAT started
21/11/23 12:32:19| WARNING Method bin_sld_gs failed. Exception: name '_EvaluationMethodGridSearch__param_grid' is not defined
----------------------------------------------------------------------------------------------------
21/11/23 12:33:38| INFO dataset rcv1_CCAT [pool size: 10]
21/11/23 12:33:42| INFO Dataset sample 0.10 of dataset rcv1_CCAT started
----------------------------------------------------------------------------------------------------
21/11/23 12:40:26| INFO dataset rcv1_CCAT [pool size: 10]
21/11/23 12:40:30| INFO Dataset sample 0.10 of dataset rcv1_CCAT started
----------------------------------------------------------------------------------------------------
21/11/23 12:43:19| INFO dataset rcv1_CCAT [pool size: 10]
21/11/23 12:43:24| INFO Dataset sample 0.10 of dataset rcv1_CCAT started
----------------------------------------------------------------------------------------------------
21/11/23 12:46:40| INFO dataset rcv1_CCAT [pool size: 10]
21/11/23 12:46:45| INFO Dataset sample 0.10 of dataset rcv1_CCAT started
21/11/23 14:31:59| ERROR estimate comparison failed. Exceprion: [Errno 2] No such file or directory: 'output/add/mandoline'
----------------------------------------------------------------------------------------------------
21/11/23 14:33:02| INFO dataset rcv1_CCAT [pool size: 10]
21/11/23 14:33:06| INFO Dataset sample 0.10 of dataset rcv1_CCAT started
21/11/23 14:33:41| INFO ref finished [took 32.5095s]
21/11/23 14:44:47| INFO mandoline finished [took 695.3280s]
21/11/23 14:44:47| INFO Dataset sample 0.10 of dataset rcv1_CCAT finished [took 700.7217s]
21/11/23 14:44:47| INFO Dataset sample 0.20 of dataset rcv1_CCAT started
21/11/23 14:45:21| INFO ref finished [took 30.8301s]
21/11/23 14:56:12| INFO mandoline finished [took 679.5898s]
21/11/23 14:56:12| INFO Dataset sample 0.20 of dataset rcv1_CCAT finished [took 685.3558s]
21/11/23 14:56:12| INFO Dataset sample 0.30 of dataset rcv1_CCAT started
21/11/23 14:56:45| INFO ref finished [took 29.9331s]
21/11/23 15:07:41| INFO mandoline finished [took 684.4579s]
21/11/23 15:07:41| INFO Dataset sample 0.30 of dataset rcv1_CCAT finished [took 689.1060s]
21/11/23 15:07:41| INFO Dataset sample 0.40 of dataset rcv1_CCAT started
21/11/23 15:08:13| INFO ref finished [took 29.6161s]
21/11/23 15:18:50| INFO mandoline finished [took 665.9347s]
21/11/23 15:18:50| INFO Dataset sample 0.40 of dataset rcv1_CCAT finished [took 669.0968s]
21/11/23 15:18:51| INFO Dataset sample 0.50 of dataset rcv1_CCAT started
21/11/23 15:19:24| INFO ref finished [took 30.2475s]
21/11/23 15:29:58| INFO mandoline finished [took 662.8145s]
21/11/23 15:29:58| INFO Dataset sample 0.50 of dataset rcv1_CCAT finished [took 667.2259s]
21/11/23 15:29:58| INFO Dataset sample 0.60 of dataset rcv1_CCAT started
21/11/23 15:30:30| INFO ref finished [took 30.2155s]
21/11/23 15:42:54| INFO mandoline finished [took 772.9461s]
21/11/23 15:42:54| INFO Dataset sample 0.60 of dataset rcv1_CCAT finished [took 776.5262s]
21/11/23 15:42:54| INFO Dataset sample 0.70 of dataset rcv1_CCAT started
21/11/23 15:43:35| INFO ref finished [took 35.6520s]
21/11/23 16:06:02| INFO mandoline finished [took 1381.6871s]
21/11/23 16:06:02| INFO Dataset sample 0.70 of dataset rcv1_CCAT finished [took 1387.9846s]
21/11/23 16:06:02| INFO Dataset sample 0.80 of dataset rcv1_CCAT started
21/11/23 16:06:46| INFO ref finished [took 40.1253s]
21/11/23 16:32:55| INFO mandoline finished [took 1605.1647s]
21/11/23 16:32:55| INFO Dataset sample 0.80 of dataset rcv1_CCAT finished [took 1613.0689s]
21/11/23 16:32:55| INFO Dataset sample 0.90 of dataset rcv1_CCAT started
21/11/23 16:33:41| INFO ref finished [took 39.0610s]
21/11/23 16:54:40| INFO mandoline finished [took 1296.7300s]
21/11/23 16:54:40| INFO Dataset sample 0.90 of dataset rcv1_CCAT finished [took 1304.5258s]
----------------------------------------------------------------------------------------------------
21/11/23 17:40:45| INFO dataset imdb [pool size: 10]
21/11/23 17:40:51| INFO Dataset sample 0.10 of dataset imdb started
21/11/23 17:41:02| INFO ref finished [took 10.1857s]
21/11/23 17:55:21| INFO mandoline finished [took 868.9696s]
21/11/23 17:55:21| INFO Dataset sample 0.10 of dataset imdb finished [took 870.0990s]
21/11/23 17:55:21| INFO Dataset sample 0.20 of dataset imdb started
21/11/23 17:55:32| INFO ref finished [took 9.7684s]
21/11/23 18:10:59| INFO mandoline finished [took 937.2745s]
21/11/23 18:10:59| INFO Dataset sample 0.20 of dataset imdb finished [took 938.5430s]
21/11/23 18:10:59| INFO Dataset sample 0.30 of dataset imdb started
21/11/23 18:11:15| INFO ref finished [took 11.1052s]
21/11/23 18:26:34| INFO mandoline finished [took 929.6805s]
21/11/23 18:26:34| INFO Dataset sample 0.30 of dataset imdb finished [took 934.4872s]
21/11/23 18:26:34| INFO Dataset sample 0.40 of dataset imdb started
21/11/23 18:26:49| INFO ref finished [took 12.7260s]
21/11/23 18:42:32| INFO mandoline finished [took 955.8333s]
21/11/23 18:42:32| INFO Dataset sample 0.40 of dataset imdb finished [took 958.1168s]
21/11/23 18:42:32| INFO Dataset sample 0.50 of dataset imdb started
21/11/23 18:42:43| INFO ref finished [took 9.5449s]
21/11/23 18:58:03| INFO mandoline finished [took 929.2836s]
21/11/23 18:58:03| INFO Dataset sample 0.50 of dataset imdb finished [took 931.1510s]
21/11/23 18:58:03| INFO Dataset sample 0.60 of dataset imdb started
21/11/23 18:58:16| INFO ref finished [took 10.1241s]
21/11/23 19:14:33| INFO mandoline finished [took 988.8207s]
21/11/23 19:14:33| INFO Dataset sample 0.60 of dataset imdb finished [took 990.2440s]
21/11/23 19:14:33| INFO Dataset sample 0.70 of dataset imdb started
21/11/23 19:14:45| INFO ref finished [took 9.4284s]
21/11/23 19:28:03| INFO mandoline finished [took 807.4508s]
21/11/23 19:28:03| INFO Dataset sample 0.70 of dataset imdb finished [took 809.2394s]
21/11/23 19:28:03| INFO Dataset sample 0.80 of dataset imdb started
21/11/23 19:28:14| INFO ref finished [took 8.6557s]
21/11/23 19:41:31| INFO mandoline finished [took 806.2654s]
21/11/23 19:41:31| INFO Dataset sample 0.80 of dataset imdb finished [took 808.4168s]
21/11/23 19:41:31| INFO Dataset sample 0.90 of dataset imdb started
21/11/23 19:41:42| INFO ref finished [took 8.9919s]
21/11/23 19:56:51| INFO mandoline finished [took 918.6407s]
21/11/23 19:56:51| INFO Dataset sample 0.90 of dataset imdb finished [took 919.6847s]
----------------------------------------------------------------------------------------------------
22/11/23 11:58:00| INFO dataset imdb [pool size: 10]
22/11/23 11:58:06| INFO Dataset sample 0.10 of dataset imdb started
22/11/23 11:58:38| INFO ref finished [took 20.1246s]
22/11/23 11:58:43| INFO m3wc_sld finished [took 35.2670s]
22/11/23 11:58:45| INFO m3wne_sld finished [took 27.2402s]
22/11/23 11:58:45| INFO m3wmc_sld finished [took 33.7730s]
22/11/23 11:58:45| INFO m3wis_sld finished [took 28.6075s]
22/11/23 11:58:45| INFO m3w_sld finished [took 37.6104s]
22/11/23 11:58:45| INFO Dataset sample 0.10 of dataset imdb finished [took 39.1052s]
22/11/23 11:58:45| INFO Dataset sample 0.20 of dataset imdb started
22/11/23 11:59:21| INFO ref finished [took 27.0119s]
22/11/23 11:59:26| INFO m3wc_sld finished [took 33.1978s]
22/11/23 11:59:27| INFO m3wis_sld finished [took 33.6313s]
22/11/23 11:59:27| INFO m3w_sld finished [took 39.0008s]
22/11/23 11:59:27| INFO m3wne_sld finished [took 34.7504s]
22/11/23 11:59:27| INFO m3wmc_sld finished [took 33.5540s]
22/11/23 11:59:27| INFO Dataset sample 0.20 of dataset imdb finished [took 42.0252s]
22/11/23 11:59:27| INFO Dataset sample 0.30 of dataset imdb started
22/11/23 12:00:07| INFO ref finished [took 27.3387s]
22/11/23 12:00:14| INFO m3w_sld finished [took 38.0511s]
22/11/23 12:00:14| INFO m3wmc_sld finished [took 32.2840s]
22/11/23 12:00:14| INFO m3wis_sld finished [took 34.7049s]
22/11/23 12:00:14| INFO m3wne_sld finished [took 35.2958s]
22/11/23 12:00:15| INFO m3wc_sld finished [took 38.6975s]
22/11/23 12:00:15| INFO Dataset sample 0.30 of dataset imdb finished [took 47.1668s]
22/11/23 12:00:15| INFO Dataset sample 0.40 of dataset imdb started
22/11/23 12:00:51| INFO ref finished [took 28.4562s]
22/11/23 12:00:58| INFO m3w_sld finished [took 36.1721s]
22/11/23 12:00:58| INFO m3wis_sld finished [took 36.6024s]
22/11/23 12:00:59| INFO m3wmc_sld finished [took 36.8160s]
22/11/23 12:00:59| INFO m3wc_sld finished [took 36.1838s]
22/11/23 12:01:00| INFO m3wne_sld finished [took 39.9058s]
22/11/23 12:01:00| INFO Dataset sample 0.40 of dataset imdb finished [took 45.1717s]
22/11/23 12:01:00| INFO Dataset sample 0.50 of dataset imdb started
22/11/23 12:01:38| INFO ref finished [took 31.1026s]
22/11/23 12:01:45| INFO m3w_sld finished [took 41.1692s]
22/11/23 12:01:45| INFO m3wmc_sld finished [took 38.9601s]
22/11/23 12:01:45| INFO m3wis_sld finished [took 38.4818s]
22/11/23 12:01:45| INFO m3wne_sld finished [took 38.5578s]
22/11/23 12:01:46| INFO m3wc_sld finished [took 39.0842s]
22/11/23 12:01:46| INFO Dataset sample 0.50 of dataset imdb finished [took 45.9125s]
22/11/23 12:01:46| INFO Dataset sample 0.60 of dataset imdb started
22/11/23 12:02:22| INFO ref finished [took 29.8625s]
22/11/23 12:02:28| INFO m3w_sld finished [took 39.2066s]
22/11/23 12:02:28| INFO m3wmc_sld finished [took 36.8822s]
22/11/23 12:02:28| INFO m3wc_sld finished [took 39.2907s]
22/11/23 12:02:29| INFO m3wis_sld finished [took 36.4195s]
22/11/23 12:02:29| INFO m3wne_sld finished [took 37.7176s]
22/11/23 12:02:29| INFO Dataset sample 0.60 of dataset imdb finished [took 43.7333s]
22/11/23 12:02:29| INFO Dataset sample 0.70 of dataset imdb started
22/11/23 12:03:05| INFO ref finished [took 25.2303s]
22/11/23 12:03:11| INFO m3wne_sld finished [took 34.4202s]
22/11/23 12:03:11| INFO m3w_sld finished [took 40.1097s]
22/11/23 12:03:12| INFO m3wmc_sld finished [took 34.2697s]
22/11/23 12:03:12| INFO m3wc_sld finished [took 37.7114s]
22/11/23 12:03:12| INFO m3wis_sld finished [took 34.4787s]
22/11/23 12:03:12| INFO Dataset sample 0.70 of dataset imdb finished [took 42.6965s]
22/11/23 12:03:12| INFO Dataset sample 0.80 of dataset imdb started
22/11/23 12:03:48| INFO ref finished [took 27.4618s]
22/11/23 12:03:54| INFO m3w_sld finished [took 37.2402s]
22/11/23 12:03:54| INFO m3wmc_sld finished [took 35.9695s]
22/11/23 12:03:54| INFO m3wc_sld finished [took 36.8594s]
22/11/23 12:03:55| INFO m3wis_sld finished [took 35.6391s]
22/11/23 12:03:55| INFO m3wne_sld finished [took 36.2462s]
22/11/23 12:03:55| INFO Dataset sample 0.80 of dataset imdb finished [took 42.7636s]
22/11/23 12:03:55| INFO Dataset sample 0.90 of dataset imdb started
22/11/23 12:04:27| INFO ref finished [took 25.3402s]
22/11/23 12:04:33| INFO m3wc_sld finished [took 34.4753s]
22/11/23 12:04:33| INFO m3wis_sld finished [took 32.2229s]
22/11/23 12:04:34| INFO m3wne_sld finished [took 32.8757s]
22/11/23 12:04:34| INFO m3wmc_sld finished [took 35.6489s]
22/11/23 12:04:35| INFO m3w_sld finished [took 38.3222s]
22/11/23 12:04:35| INFO Dataset sample 0.90 of dataset imdb finished [took 39.8562s]
----------------------------------------------------------------------------------------------------
22/11/23 12:05:22| INFO dataset rcv1_CCAT [pool size: 10]
22/11/23 12:05:27| INFO Dataset sample 0.10 of dataset rcv1_CCAT started
22/11/23 12:06:24| INFO m3w_sld finished [took 52.6427s]
22/11/23 12:06:24| INFO m3wc_sld finished [took 50.3506s]
22/11/23 12:06:28| INFO m3wmc_sld finished [took 48.6052s]
22/11/23 12:06:32| INFO ref finished [took 37.1292s]
22/11/23 12:06:33| INFO m3wne_sld finished [took 46.1025s]
22/11/23 12:06:34| INFO m3wis_sld finished [took 41.4149s]
22/11/23 12:06:34| INFO Dataset sample 0.10 of dataset rcv1_CCAT finished [took 66.9386s]
22/11/23 12:06:34| INFO Dataset sample 0.20 of dataset rcv1_CCAT started
22/11/23 12:07:32| INFO m3w_sld finished [took 56.0148s]
22/11/23 12:07:34| INFO m3wc_sld finished [took 54.0796s]
22/11/23 12:07:35| INFO ref finished [took 34.9967s]
22/11/23 12:07:36| INFO m3wmc_sld finished [took 50.7714s]
22/11/23 12:07:38| INFO m3wis_sld finished [took 43.3932s]
22/11/23 12:07:38| INFO m3wne_sld finished [took 47.1640s]
22/11/23 12:07:38| INFO Dataset sample 0.20 of dataset rcv1_CCAT finished [took 64.1426s]
22/11/23 12:07:38| INFO Dataset sample 0.30 of dataset rcv1_CCAT started
22/11/23 12:08:40| INFO m3w_sld finished [took 59.3658s]
22/11/23 12:08:43| INFO m3wc_sld finished [took 57.4079s]
22/11/23 12:08:43| INFO m3wmc_sld finished [took 53.5983s]
22/11/23 12:08:45| INFO m3wne_sld finished [took 49.3882s]
22/11/23 12:08:45| INFO m3wis_sld finished [took 44.7063s]
22/11/23 12:08:48| INFO ref finished [took 40.8922s]
22/11/23 12:08:48| INFO Dataset sample 0.30 of dataset rcv1_CCAT finished [took 70.0364s]
22/11/23 12:08:48| INFO Dataset sample 0.40 of dataset rcv1_CCAT started
22/11/23 12:09:44| INFO m3w_sld finished [took 53.9161s]
22/11/23 12:09:45| INFO ref finished [took 35.4661s]
22/11/23 12:09:46| INFO m3wc_sld finished [took 52.7661s]
22/11/23 12:09:46| INFO m3wmc_sld finished [took 49.8967s]
22/11/23 12:09:49| INFO m3wis_sld finished [took 44.1679s]
22/11/23 12:09:49| INFO m3wne_sld finished [took 48.3616s]
22/11/23 12:09:49| INFO Dataset sample 0.40 of dataset rcv1_CCAT finished [took 60.5859s]
22/11/23 12:09:49| INFO Dataset sample 0.50 of dataset rcv1_CCAT started
22/11/23 12:10:49| INFO m3w_sld finished [took 57.4909s]
22/11/23 12:10:50| INFO ref finished [took 36.8919s]
22/11/23 12:10:51| INFO m3wc_sld finished [took 56.1011s]
22/11/23 12:10:52| INFO m3wmc_sld finished [took 53.3435s]
22/11/23 12:10:53| INFO m3wne_sld finished [took 47.5267s]
22/11/23 12:10:53| INFO m3wis_sld finished [took 44.3303s]
22/11/23 12:10:53| INFO Dataset sample 0.50 of dataset rcv1_CCAT finished [took 64.4169s]
22/11/23 12:10:53| INFO Dataset sample 0.60 of dataset rcv1_CCAT started
22/11/23 12:11:56| INFO m3w_sld finished [took 60.2366s]
22/11/23 12:11:58| INFO ref finished [took 37.1789s]
22/11/23 12:11:59| INFO m3wmc_sld finished [took 55.4649s]
22/11/23 12:11:59| INFO m3wc_sld finished [took 59.3427s]
22/11/23 12:12:00| INFO m3wne_sld finished [took 50.7418s]
22/11/23 12:12:01| INFO m3wis_sld finished [took 42.9719s]
22/11/23 12:12:01| INFO Dataset sample 0.60 of dataset rcv1_CCAT finished [took 67.6149s]
22/11/23 12:12:01| INFO Dataset sample 0.70 of dataset rcv1_CCAT started
22/11/23 12:12:58| INFO m3w_sld finished [took 53.9301s]
22/11/23 12:12:59| INFO m3wc_sld finished [took 51.7903s]
22/11/23 12:13:00| INFO m3wmc_sld finished [took 48.8750s]
22/11/23 12:13:00| INFO ref finished [took 35.0818s]
22/11/23 12:13:01| INFO m3wne_sld finished [took 46.3834s]
22/11/23 12:13:03| INFO m3wis_sld finished [took 43.9770s]
22/11/23 12:13:03| INFO Dataset sample 0.70 of dataset rcv1_CCAT finished [took 62.2156s]
22/11/23 12:13:03| INFO Dataset sample 0.80 of dataset rcv1_CCAT started
22/11/23 12:14:03| INFO m3w_sld finished [took 56.4036s]
22/11/23 12:14:04| INFO m3wc_sld finished [took 55.2289s]
22/11/23 12:14:06| INFO ref finished [took 36.4420s]
22/11/23 12:14:06| INFO m3wmc_sld finished [took 50.8138s]
22/11/23 12:14:07| INFO m3wne_sld finished [took 46.9118s]
22/11/23 12:14:08| INFO m3wis_sld finished [took 44.0800s]
22/11/23 12:14:08| INFO Dataset sample 0.80 of dataset rcv1_CCAT finished [took 65.0563s]
22/11/23 12:14:08| INFO Dataset sample 0.90 of dataset rcv1_CCAT started
22/11/23 12:15:06| INFO m3wc_sld finished [took 52.7883s]
22/11/23 12:15:07| INFO ref finished [took 34.8605s]
22/11/23 12:15:07| INFO m3w_sld finished [took 55.3486s]
22/11/23 12:15:08| INFO m3wmc_sld finished [took 48.5838s]
22/11/23 12:15:09| INFO m3wne_sld finished [took 45.3142s]
22/11/23 12:15:11| INFO m3wis_sld finished [took 42.3787s]
22/11/23 12:15:11| INFO Dataset sample 0.90 of dataset rcv1_CCAT finished [took 62.1067s]
----------------------------------------------------------------------------------------------------
22/11/23 12:20:20| INFO dataset imdb [pool size: 10]
22/11/23 12:20:26| INFO Dataset sample 0.10 of dataset imdb started
22/11/23 12:21:02| INFO ref finished [took 27.2824s]
22/11/23 12:21:10| INFO m3wmc_sld finished [took 40.5131s]
22/11/23 12:21:10| INFO m3wis_sld finished [took 38.9391s]
22/11/23 12:21:10| INFO m3wne_sld finished [took 40.2191s]
22/11/23 12:21:11| INFO m3wc_sld finished [took 42.5874s]
22/11/23 12:21:12| INFO m3w_sld finished [took 44.6187s]
22/11/23 12:26:31| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00789) [took 356.1195s]
22/11/23 12:26:42| INFO m3w_sld_gs finished [took 367.0376s]
22/11/23 12:26:42| INFO Dataset sample 0.10 of dataset imdb finished [took 375.3288s]
22/11/23 12:26:42| INFO Dataset sample 0.20 of dataset imdb started
22/11/23 12:27:19| INFO ref finished [took 28.2644s]
22/11/23 12:27:27| INFO m3wc_sld finished [took 37.7470s]
22/11/23 12:27:27| INFO m3wmc_sld finished [took 37.3375s]
22/11/23 12:27:27| INFO m3wne_sld finished [took 38.6171s]
22/11/23 12:27:28| INFO m3w_sld finished [took 42.7249s]
22/11/23 12:27:29| INFO m3wis_sld finished [took 37.3483s]
22/11/23 12:32:40| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00786) [took 349.3400s]
22/11/23 12:32:51| INFO m3w_sld_gs finished [took 360.3334s]
22/11/23 12:32:51| INFO Dataset sample 0.20 of dataset imdb finished [took 369.3504s]
22/11/23 12:32:51| INFO Dataset sample 0.30 of dataset imdb started
22/11/23 12:33:31| INFO ref finished [took 30.8008s]
22/11/23 12:33:41| INFO m3wmc_sld finished [took 39.3323s]
22/11/23 12:33:43| INFO m3w_sld finished [took 47.1306s]
22/11/23 12:33:44| INFO m3wis_sld finished [took 43.9691s]
22/11/23 12:33:44| INFO m3wne_sld finished [took 44.0094s]
22/11/23 12:33:45| INFO m3wc_sld finished [took 47.0569s]
22/11/23 12:39:07| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00853) [took 365.5059s]
22/11/23 12:39:18| INFO m3w_sld_gs finished [took 376.6307s]
22/11/23 12:39:18| INFO Dataset sample 0.30 of dataset imdb finished [took 386.9991s]
22/11/23 12:39:18| INFO Dataset sample 0.40 of dataset imdb started
22/11/23 12:39:58| INFO ref finished [took 31.0332s]
22/11/23 12:40:07| INFO m3w_sld finished [took 44.3730s]
22/11/23 12:40:09| INFO m3wis_sld finished [took 45.8072s]
22/11/23 12:40:09| INFO m3wmc_sld finished [took 45.7513s]
22/11/23 12:40:10| INFO m3wc_sld finished [took 47.3221s]
22/11/23 12:40:11| INFO m3wne_sld finished [took 46.8383s]
22/11/23 12:45:47| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01874) [took 381.3763s]
22/11/23 12:45:58| INFO m3w_sld_gs finished [took 392.5692s]
22/11/23 12:45:58| INFO Dataset sample 0.40 of dataset imdb finished [took 400.1518s]
22/11/23 12:45:58| INFO Dataset sample 0.50 of dataset imdb started
22/11/23 12:46:41| INFO ref finished [took 36.3806s]
22/11/23 12:46:52| INFO m3wmc_sld finished [took 46.1219s]
22/11/23 12:46:54| INFO m3w_sld finished [took 51.7617s]
22/11/23 12:46:54| INFO m3wne_sld finished [took 48.4856s]
22/11/23 12:46:54| INFO m3wc_sld finished [took 51.0148s]
22/11/23 12:46:55| INFO m3wis_sld finished [took 50.5689s]
22/11/23 12:52:24| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01851) [took 379.4847s]
22/11/23 12:52:37| INFO m3w_sld_gs finished [took 391.8152s]
22/11/23 12:52:37| INFO Dataset sample 0.50 of dataset imdb finished [took 398.5833s]
22/11/23 12:52:37| INFO Dataset sample 0.60 of dataset imdb started
22/11/23 12:53:26| INFO ref finished [took 34.0442s]
22/11/23 12:53:37| INFO m3w_sld finished [took 57.4088s]
22/11/23 12:53:38| INFO m3wc_sld finished [took 55.0654s]
22/11/23 12:53:38| INFO m3wmc_sld finished [took 56.0394s]
22/11/23 12:53:39| INFO m3wis_sld finished [took 53.5200s]
22/11/23 12:53:40| INFO m3wne_sld finished [took 58.1464s]
22/11/23 13:00:17| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.02000) [took 448.9250s]
22/11/23 13:00:27| INFO m3w_sld_gs finished [took 459.7689s]
22/11/23 13:00:27| INFO Dataset sample 0.60 of dataset imdb finished [took 470.4828s]
22/11/23 13:00:27| INFO Dataset sample 0.70 of dataset imdb started
22/11/23 13:01:05| INFO ref finished [took 28.4229s]
22/11/23 13:01:15| INFO m3wmc_sld finished [took 41.4328s]
22/11/23 13:01:15| INFO m3w_sld finished [took 44.5048s]
22/11/23 13:01:15| INFO m3wis_sld finished [took 41.7876s]
22/11/23 13:01:15| INFO m3wne_sld finished [took 41.8161s]
22/11/23 13:01:17| INFO m3wc_sld finished [took 44.7471s]
22/11/23 13:06:47| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00875) [took 370.9799s]
22/11/23 13:06:58| INFO m3w_sld_gs finished [took 381.6872s]
22/11/23 13:06:58| INFO Dataset sample 0.70 of dataset imdb finished [took 390.2966s]
22/11/23 13:06:58| INFO Dataset sample 0.80 of dataset imdb started
22/11/23 13:07:37| INFO ref finished [took 29.4671s]
22/11/23 13:07:47| INFO m3wis_sld finished [took 41.0866s]
22/11/23 13:07:47| INFO m3wmc_sld finished [took 40.2828s]
22/11/23 13:07:48| INFO m3wc_sld finished [took 43.2777s]
22/11/23 13:07:48| INFO m3w_sld finished [took 47.0649s]
22/11/23 13:07:49| INFO m3wne_sld finished [took 41.6009s]
22/11/23 13:13:02| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00789) [took 354.9822s]
22/11/23 13:13:12| INFO m3w_sld_gs finished [took 365.6544s]
22/11/23 13:13:12| INFO Dataset sample 0.80 of dataset imdb finished [took 374.8787s]
22/11/23 13:13:13| INFO Dataset sample 0.90 of dataset imdb started
22/11/23 13:13:48| INFO ref finished [took 26.1526s]
22/11/23 13:13:55| INFO m3wc_sld finished [took 40.9106s]
22/11/23 13:13:56| INFO m3wis_sld finished [took 38.6163s]
22/11/23 13:13:57| INFO m3wne_sld finished [took 40.6622s]
22/11/23 13:13:58| INFO m3wmc_sld finished [took 41.5060s]
22/11/23 13:14:00| INFO m3w_sld finished [took 45.9820s]
22/11/23 13:19:08| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00807) [took 348.7108s]
22/11/23 13:19:19| INFO m3w_sld_gs finished [took 359.5795s]
22/11/23 13:19:19| INFO Dataset sample 0.90 of dataset imdb finished [took 366.0801s]
----------------------------------------------------------------------------------------------------
22/11/23 14:09:35| INFO dataset rcv1_CCAT [pool size: 10]
22/11/23 14:09:40| INFO Dataset sample 0.10 of dataset rcv1_CCAT started
----------------------------------------------------------------------------------------------------
22/11/23 14:25:46| INFO dataset cifar10_dog [pool size: 10]
22/11/23 14:25:46| INFO Dataset sample 0.10 of dataset cifar10_dog started
22/11/23 14:28:26| INFO ref finished [took 148.6634s]
22/11/23 14:29:51| INFO m3w_sld finished [took 241.8112s]
22/11/23 14:29:52| INFO m3wc_sld finished [took 241.8878s]
22/11/23 14:29:54| INFO m3wmc_sld finished [took 243.6131s]
22/11/23 14:29:55| INFO m3wne_sld finished [took 242.0939s]
22/11/23 14:29:58| INFO m3wis_sld finished [took 244.2566s]
22/11/23 14:33:26| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.09410) [took 449.7161s]
22/11/23 14:34:17| INFO m3w_sld_gs finished [took 500.5169s]
22/11/23 14:34:17| INFO Dataset sample 0.10 of dataset cifar10_dog finished [took 510.2785s]
22/11/23 14:34:17| INFO Dataset sample 0.20 of dataset cifar10_dog started
22/11/23 14:36:52| INFO ref finished [took 145.7727s]
22/11/23 14:38:07| INFO m3wne_sld finished [took 223.7816s]
22/11/23 14:38:12| INFO m3w_sld finished [took 232.4869s]
22/11/23 14:38:14| INFO m3wmc_sld finished [took 231.4455s]
22/11/23 14:38:15| INFO m3wis_sld finished [took 230.4596s]
22/11/23 14:38:15| INFO m3wc_sld finished [took 233.0071s]
22/11/23 14:41:43| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.08755) [took 437.3553s]
22/11/23 14:42:16| INFO m3w_sld_gs finished [took 471.2140s]
22/11/23 14:42:16| INFO Dataset sample 0.20 of dataset cifar10_dog finished [took 479.6461s]
22/11/23 14:42:16| INFO Dataset sample 0.30 of dataset cifar10_dog started
22/11/23 14:44:53| INFO ref finished [took 147.7523s]
22/11/23 14:46:05| INFO m3wmc_sld finished [took 224.0658s]
22/11/23 14:46:08| INFO m3w_sld finished [took 229.3098s]
22/11/23 14:46:10| INFO m3wne_sld finished [took 228.2859s]
22/11/23 14:46:11| INFO m3wc_sld finished [took 231.3908s]
22/11/23 14:46:13| INFO m3wis_sld finished [took 228.9895s]
----------------------------------------------------------------------------------------------------
22/11/23 22:39:25| INFO dataset imdb [pool size: 10]
22/11/23 22:39:31| INFO Dataset sample 0.10 of dataset imdb started
22/11/23 22:40:05| INFO ref finished [took 26.7125s]
22/11/23 22:40:15| INFO m3wne_sld finished [took 39.9900s]
22/11/23 22:40:16| INFO m3wmc_sld finished [took 41.6852s]
22/11/23 22:40:16| INFO m3wc_sld finished [took 42.1895s]
22/11/23 22:40:17| INFO m3wis_sld finished [took 40.8057s]
22/11/23 22:40:17| INFO m3w_sld finished [took 45.2795s]
22/11/23 22:45:50| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00789) [took 372.6118s]
22/11/23 22:46:00| INFO m3w_sld_gs finished [took 383.2764s]
22/11/23 22:46:00| INFO Dataset sample 0.10 of dataset imdb finished [took 388.8456s]
22/11/23 22:46:00| INFO Dataset sample 0.20 of dataset imdb started
22/11/23 22:46:36| INFO ref finished [took 26.0360s]
22/11/23 22:46:42| INFO m3wne_sld finished [took 35.7751s]
22/11/23 22:46:43| INFO m3wc_sld finished [took 41.0112s]
22/11/23 22:46:44| INFO m3w_sld finished [took 42.4419s]
22/11/23 22:46:45| INFO m3wis_sld finished [took 37.4503s]
22/11/23 22:46:45| INFO m3wmc_sld finished [took 40.8884s]
22/11/23 22:53:05| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00786) [took 417.0861s]
22/11/23 22:53:17| INFO m3w_sld_gs finished [took 428.8639s]
22/11/23 22:53:17| INFO Dataset sample 0.20 of dataset imdb finished [took 436.4691s]
22/11/23 22:53:17| INFO Dataset sample 0.30 of dataset imdb started
22/11/23 22:54:04| INFO ref finished [took 32.2664s]
22/11/23 22:54:15| INFO m3w_sld finished [took 51.8639s]
22/11/23 22:54:15| INFO m3wis_sld finished [took 44.8139s]
22/11/23 22:54:15| INFO m3wmc_sld finished [took 46.5044s]
22/11/23 22:54:15| INFO m3wc_sld finished [took 50.4231s]
22/11/23 22:54:16| INFO m3wne_sld finished [took 46.3459s]
22/11/23 23:00:21| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00853) [took 411.8293s]
22/11/23 23:00:31| INFO m3w_sld_gs finished [took 422.5298s]
22/11/23 23:00:31| INFO Dataset sample 0.30 of dataset imdb finished [took 434.6217s]
22/11/23 23:00:31| INFO Dataset sample 0.40 of dataset imdb started
22/11/23 23:01:13| INFO ref finished [took 30.7259s]
22/11/23 23:01:21| INFO m3w_sld finished [took 48.4534s]
22/11/23 23:01:22| INFO m3wmc_sld finished [took 45.3415s]
22/11/23 23:01:22| INFO m3wc_sld finished [took 47.5734s]
22/11/23 23:01:24| INFO m3wis_sld finished [took 44.8038s]
22/11/23 23:01:25| INFO m3wne_sld finished [took 46.9841s]
22/11/23 23:06:59| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01874) [took 380.7642s]
22/11/23 23:07:10| INFO m3w_sld_gs finished [took 391.7746s]
22/11/23 23:07:10| INFO Dataset sample 0.40 of dataset imdb finished [took 398.3842s]
22/11/23 23:07:10| INFO Dataset sample 0.50 of dataset imdb started
22/11/23 23:07:53| INFO ref finished [took 33.9676s]
22/11/23 23:08:01| INFO m3w_sld finished [took 49.9842s]
22/11/23 23:08:04| INFO m3wis_sld finished [took 47.8397s]
22/11/23 23:08:05| INFO m3wmc_sld finished [took 48.4244s]
22/11/23 23:08:05| INFO m3wc_sld finished [took 50.3583s]
22/11/23 23:08:06| INFO m3wne_sld finished [took 49.9964s]
22/11/23 23:13:46| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01851) [took 387.4653s]
22/11/23 23:13:57| INFO m3w_sld_gs finished [took 398.5473s]
22/11/23 23:13:57| INFO Dataset sample 0.50 of dataset imdb finished [took 407.1600s]
22/11/23 23:13:57| INFO Dataset sample 0.60 of dataset imdb started
22/11/23 23:14:36| INFO ref finished [took 31.8305s]
22/11/23 23:14:46| INFO m3w_sld finished [took 47.2148s]
22/11/23 23:14:48| INFO m3wmc_sld finished [took 45.0544s]
22/11/23 23:14:49| INFO m3wis_sld finished [took 45.5847s]
22/11/23 23:14:49| INFO m3wne_sld finished [took 46.6914s]
22/11/23 23:14:49| INFO m3wc_sld finished [took 48.5027s]
22/11/23 23:20:29| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.02000) [took 385.6402s]
22/11/23 23:20:39| INFO m3w_sld_gs finished [took 396.1211s]
22/11/23 23:20:39| INFO Dataset sample 0.60 of dataset imdb finished [took 402.5207s]
22/11/23 23:20:39| INFO Dataset sample 0.70 of dataset imdb started
22/11/23 23:21:15| INFO ref finished [took 28.4956s]
22/11/23 23:21:26| INFO m3wis_sld finished [took 39.6972s]
22/11/23 23:21:27| INFO m3wne_sld finished [took 40.9912s]
22/11/23 23:21:27| INFO m3w_sld finished [took 45.7233s]
22/11/23 23:21:28| INFO m3wmc_sld finished [took 42.7001s]
22/11/23 23:21:29| INFO m3wc_sld finished [took 45.8509s]
22/11/23 23:27:06| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00875) [took 379.2411s]
22/11/23 23:27:16| INFO m3w_sld_gs finished [took 389.5301s]
22/11/23 23:27:16| INFO Dataset sample 0.70 of dataset imdb finished [took 397.0096s]
22/11/23 23:27:16| INFO Dataset sample 0.80 of dataset imdb started
22/11/23 23:27:51| INFO ref finished [took 28.1018s]
22/11/23 23:28:00| INFO m3wis_sld finished [took 37.8200s]
22/11/23 23:28:00| INFO m3wc_sld finished [took 40.2210s]
22/11/23 23:28:00| INFO m3wne_sld finished [took 38.4939s]
22/11/23 23:28:01| INFO m3w_sld finished [took 42.3041s]
22/11/23 23:28:01| INFO m3wmc_sld finished [took 39.0396s]
22/11/23 23:33:09| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00789) [took 344.2546s]
22/11/23 23:33:19| INFO m3w_sld_gs finished [took 354.4437s]
22/11/23 23:33:19| INFO Dataset sample 0.80 of dataset imdb finished [took 362.5184s]
22/11/23 23:33:19| INFO Dataset sample 0.90 of dataset imdb started
22/11/23 23:33:52| INFO ref finished [took 26.5296s]
22/11/23 23:34:00| INFO m3wc_sld finished [took 39.1261s]
22/11/23 23:34:00| INFO m3wis_sld finished [took 37.7493s]
22/11/23 23:34:01| INFO m3wne_sld finished [took 38.9486s]
22/11/23 23:34:03| INFO m3wmc_sld finished [took 39.5300s]
22/11/23 23:34:03| INFO m3w_sld finished [took 43.5324s]
22/11/23 23:39:04| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00807) [took 339.8089s]
22/11/23 23:39:14| INFO m3w_sld_gs finished [took 349.9083s]
22/11/23 23:39:14| INFO Dataset sample 0.90 of dataset imdb finished [took 355.6212s]
----------------------------------------------------------------------------------------------------
23/11/23 01:39:20| INFO dataset cifar10_dog [pool size: 10]
23/11/23 01:39:40| INFO Dataset sample 0.10 of dataset cifar10_dog started
23/11/23 01:41:53| INFO ref finished [took 122.3468s]
23/11/23 01:42:57| INFO m3wne_sld finished [took 191.2357s]
23/11/23 01:42:57| INFO m3wmc_sld finished [took 193.1441s]
23/11/23 01:42:58| INFO m3w_sld finished [took 196.2437s]
23/11/23 01:42:59| INFO m3wc_sld finished [took 196.6874s]
23/11/23 01:43:01| INFO m3wis_sld finished [took 191.9054s]
23/11/23 01:45:43| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.09410) [took 352.3661s]
23/11/23 01:46:30| INFO m3w_sld_gs finished [took 399.1968s]
23/11/23 01:46:30| INFO Dataset sample 0.10 of dataset cifar10_dog finished [took 409.5722s]
23/11/23 01:46:30| INFO Dataset sample 0.20 of dataset cifar10_dog started
23/11/23 01:48:42| INFO ref finished [took 122.0379s]
23/11/23 01:49:46| INFO m3w_sld finished [took 194.6095s]
23/11/23 01:49:46| INFO m3wne_sld finished [took 191.4555s]
23/11/23 01:49:49| INFO m3wmc_sld finished [took 195.1906s]
23/11/23 01:49:50| INFO m3wis_sld finished [took 193.4222s]
23/11/23 01:49:51| INFO m3wc_sld finished [took 198.0330s]
23/11/23 01:52:46| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.08755) [took 367.8527s]
23/11/23 01:53:15| INFO m3w_sld_gs finished [took 397.7191s]
23/11/23 01:53:15| INFO Dataset sample 0.20 of dataset cifar10_dog finished [took 405.5805s]
23/11/23 01:53:15| INFO Dataset sample 0.30 of dataset cifar10_dog started
23/11/23 01:55:29| INFO ref finished [took 124.0739s]
23/11/23 01:56:29| INFO m3wmc_sld finished [took 189.5274s]
23/11/23 01:56:33| INFO m3wne_sld finished [took 193.1704s]
23/11/23 01:56:35| INFO m3wis_sld finished [took 194.7936s]
23/11/23 01:56:36| INFO m3w_sld finished [took 198.7475s]
23/11/23 01:56:39| INFO m3wc_sld finished [took 200.6006s]
23/11/23 01:59:33| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.04338) [took 370.4179s]
23/11/23 02:00:04| INFO m3w_sld_gs finished [took 401.0379s]
23/11/23 02:00:04| INFO Dataset sample 0.30 of dataset cifar10_dog finished [took 408.3748s]
23/11/23 02:00:04| INFO Dataset sample 0.40 of dataset cifar10_dog started
23/11/23 02:02:16| INFO ref finished [took 122.2531s]
23/11/23 02:03:13| INFO m3wc_sld finished [took 186.7289s]
23/11/23 02:03:19| INFO m3w_sld finished [took 193.2497s]
23/11/23 02:03:23| INFO m3wis_sld finished [took 193.2067s]
23/11/23 02:03:24| INFO m3wne_sld finished [took 195.4547s]
23/11/23 02:03:25| INFO m3wmc_sld finished [took 197.0467s]
23/11/23 02:06:07| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.04410) [took 356.4309s]
23/11/23 02:06:37| INFO m3w_sld_gs finished [took 385.9116s]
23/11/23 02:06:37| INFO Dataset sample 0.40 of dataset cifar10_dog finished [took 392.7862s]
23/11/23 02:06:37| INFO Dataset sample 0.50 of dataset cifar10_dog started
23/11/23 02:08:48| INFO ref finished [took 123.5860s]
23/11/23 02:09:46| INFO m3wmc_sld finished [took 186.2835s]
23/11/23 02:09:46| INFO m3wc_sld finished [took 187.1974s]
23/11/23 02:09:50| INFO m3wne_sld finished [took 188.7170s]
23/11/23 02:09:52| INFO m3w_sld finished [took 194.1977s]
23/11/23 02:09:55| INFO m3wis_sld finished [took 192.8132s]
23/11/23 02:12:24| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01831) [took 340.0441s]
23/11/23 02:12:53| INFO m3w_sld_gs finished [took 369.1645s]
23/11/23 02:12:53| INFO Dataset sample 0.50 of dataset cifar10_dog finished [took 376.4990s]
23/11/23 02:12:53| INFO Dataset sample 0.60 of dataset cifar10_dog started
23/11/23 02:15:15| INFO ref finished [took 131.0013s]
23/11/23 02:16:14| INFO m3w_sld finished [took 198.7240s]
23/11/23 02:16:15| INFO m3wc_sld finished [took 198.7629s]
23/11/23 02:16:15| INFO m3wne_sld finished [took 198.3437s]
23/11/23 02:16:16| INFO m3wmc_sld finished [took 198.2890s]
23/11/23 02:16:17| INFO m3wis_sld finished [took 197.8288s]
23/11/23 02:18:55| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.02689) [took 355.2382s]
23/11/23 02:19:25| INFO m3w_sld_gs finished [took 384.4947s]
23/11/23 02:19:25| INFO Dataset sample 0.60 of dataset cifar10_dog finished [took 391.4588s]
23/11/23 02:19:25| INFO Dataset sample 0.70 of dataset cifar10_dog started
23/11/23 02:21:46| INFO ref finished [took 131.4153s]
23/11/23 02:22:43| INFO m3wc_sld finished [took 195.9914s]
23/11/23 02:22:45| INFO m3w_sld finished [took 199.2807s]
23/11/23 02:22:46| INFO m3wne_sld finished [took 196.1417s]
23/11/23 02:22:46| INFO m3wmc_sld finished [took 198.2491s]
23/11/23 02:22:48| INFO m3wis_sld finished [took 196.4384s]
23/11/23 02:25:16| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.09511) [took 342.4978s]
23/11/23 02:25:45| INFO m3w_sld_gs finished [took 371.9233s]
23/11/23 02:25:45| INFO Dataset sample 0.70 of dataset cifar10_dog finished [took 380.5433s]
23/11/23 02:25:45| INFO Dataset sample 0.80 of dataset cifar10_dog started
23/11/23 02:28:09| INFO ref finished [took 133.7020s]
23/11/23 02:29:05| INFO m3w_sld finished [took 198.9815s]
23/11/23 02:29:06| INFO m3wmc_sld finished [took 197.4938s]
23/11/23 02:29:08| INFO m3wne_sld finished [took 199.1607s]
23/11/23 02:29:09| INFO m3wc_sld finished [took 201.3328s]
23/11/23 02:29:10| INFO m3wis_sld finished [took 198.6220s]
23/11/23 02:31:47| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.09983) [took 353.7138s]
23/11/23 02:32:28| INFO m3w_sld_gs finished [took 394.1458s]
23/11/23 02:32:28| INFO Dataset sample 0.80 of dataset cifar10_dog finished [took 402.7554s]
23/11/23 02:32:28| INFO Dataset sample 0.90 of dataset cifar10_dog started
23/11/23 02:34:44| INFO ref finished [took 127.3193s]
23/11/23 02:35:47| INFO m3w_sld finished [took 197.5544s]
23/11/23 02:35:50| INFO m3wis_sld finished [took 195.8046s]
23/11/23 02:35:50| INFO m3wne_sld finished [took 198.0104s]
23/11/23 02:35:50| INFO m3wc_sld finished [took 199.2686s]
23/11/23 02:35:51| INFO m3wmc_sld finished [took 199.5645s]
23/11/23 02:38:29| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.12245) [took 352.2626s]
23/11/23 02:38:58| INFO m3w_sld_gs finished [took 381.4130s]
23/11/23 02:38:58| INFO Dataset sample 0.90 of dataset cifar10_dog finished [took 389.9326s]
----------------------------------------------------------------------------------------------------
23/11/23 14:13:03| INFO dataset imdb_1prevs [pool size: 10]
23/11/23 14:13:10| INFO Dataset sample 0.50 of dataset imdb_1prevs started
23/11/23 14:13:56| INFO doc finished [took 32.5461s]
23/11/23 14:13:56| INFO ref finished [took 34.5929s]
23/11/23 14:13:59| INFO atc_mc finished [took 39.7904s]
23/11/23 14:14:04| INFO bin_sld finished [took 50.6471s]
23/11/23 14:14:13| INFO mul_sld finished [took 59.7841s]
23/11/23 14:24:13| INFO bin_kde finished [took 655.6011s]
23/11/23 14:30:41| INFO mul_kde finished [took 1042.5184s]
23/11/23 14:30:41| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 1051.0188s]
----------------------------------------------------------------------------------------------------
24/11/23 12:19:49| INFO dataset rcv1_CCAT [pool size: 10]
----------------------------------------------------------------------------------------------------
24/11/23 12:20:07| INFO dataset imdb_1prevs [pool size: 10]
24/11/23 12:20:14| INFO Dataset sample 0.50 of dataset imdb_1prevs started
24/11/23 12:20:35| INFO ref finished [took 17.6023s]
24/11/23 12:20:37| INFO doc finished [took 15.1031s]
24/11/23 12:20:40| INFO atc_mc finished [took 17.6415s]
24/11/23 12:20:41| INFO m3w_sld finished [took 22.1866s]
24/11/23 12:20:46| INFO mul_sld finished [took 28.6670s]
24/11/23 12:20:46| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 31.7107s]
----------------------------------------------------------------------------------------------------
24/11/23 12:24:23| INFO dataset imdb_1prevs [pool size: 10]
24/11/23 12:24:29| INFO Dataset sample 0.50 of dataset imdb_1prevs started
24/11/23 12:24:57| INFO ref finished [took 20.1484s]
24/11/23 12:24:58| INFO doc finished [took 16.2542s]
24/11/23 12:25:01| INFO atc_mc finished [took 22.3052s]
24/11/23 12:25:01| INFO bin_sld finished [took 29.3454s]
24/11/23 12:25:03| INFO m3w_sld finished [took 26.0132s]
24/11/23 12:25:07| INFO mul_sld finished [took 32.1549s]
24/11/23 12:25:07| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 37.5426s]
25/11/23 23:09:39| ERROR estimate comparison failed. Exception: 'Logger' object has no attribute '_Logger__is_setup'
----------------------------------------------------------------------------------------------------
25/11/23 23:15:10| INFO dataset imdb_1prevs [pool size: 10]
25/11/23 23:15:32| INFO Dataset sample 0.50 of dataset imdb_1prevs started
25/11/23 23:15:33| WARNING Dataset sample 0.50 of dataset imdb_1prevs failed. Exception: object.__new__() takes exactly one argument (the type to instantiate)
25/11/23 23:15:33| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 0.2613s]
25/11/23 23:15:33| WARNING Dataset sample 0.50 of dataset imdb_1prevs failed. Exception: No objects to concatenate
----------------------------------------------------------------------------------------------------
25/11/23 23:15:56| INFO dataset imdb_1prevs [pool size: 10]
25/11/23 23:16:02| INFO Dataset sample 0.50 of dataset imdb_1prevs started
25/11/23 23:16:03| WARNING Dataset sample 0.50 of dataset imdb_1prevs failed. Exception: object.__new__() takes exactly one argument (the type to instantiate)
25/11/23 23:16:03| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 0.2083s]
25/11/23 23:16:03| WARNING Dataset sample 0.50 of dataset imdb_1prevs failed. Exception: No objects to concatenate
----------------------------------------------------------------------------------------------------
25/11/23 23:16:52| INFO dataset imdb_1prevs [pool size: 10]
25/11/23 23:16:58| INFO Dataset sample 0.50 of dataset imdb_1prevs started
25/11/23 23:16:58| WARNING Dataset sample 0.50 of dataset imdb_1prevs failed. Exception: Logger.__new__() takes 1 positional argument but 2 were given
25/11/23 23:16:58| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 0.2287s]
25/11/23 23:16:58| WARNING Dataset sample 0.50 of dataset imdb_1prevs failed. Exception: No objects to concatenate
----------------------------------------------------------------------------------------------------
25/11/23 23:18:22| INFO dataset imdb_1prevs [pool size: 10]
25/11/23 23:18:29| INFO Dataset sample 0.50 of dataset imdb_1prevs started
25/11/23 23:18:29| WARNING Dataset sample 0.50 of dataset imdb_1prevs failed. Exception: object.__new__() takes exactly one argument (the type to instantiate)
25/11/23 23:18:29| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 0.1994s]
25/11/23 23:18:29| WARNING Dataset sample 0.50 of dataset imdb_1prevs failed. Exception: No objects to concatenate
----------------------------------------------------------------------------------------------------
25/11/23 23:20:56| INFO dataset imdb_1prevs [pool size: 10]
25/11/23 23:21:02| INFO Dataset sample 0.50 of dataset imdb_1prevs started
25/11/23 23:21:12| INFO ref finished [took 8.3176s]
25/11/23 23:21:12| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 9.9240s]
----------------------------------------------------------------------------------------------------
25/11/23 23:24:20| INFO dataset imdb_1prevs [pool size: 10]
25/11/23 23:24:27| INFO Dataset sample 0.50 of dataset imdb_1prevs started
25/11/23 23:24:36| INFO ref finished [took 8.2453s]
25/11/23 23:24:36| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 9.7846s]
----------------------------------------------------------------------------------------------------
25/11/23 23:27:01| INFO dataset imdb_1prevs [pool size: 10]
25/11/23 23:27:08| INFO Dataset sample 0.50 of dataset imdb_1prevs started
25/11/23 23:27:17| INFO ref finished [took 8.4169s]
25/11/23 23:27:17| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 9.6665s]
----------------------------------------------------------------------------------------------------
25/11/23 23:27:53| INFO dataset imdb_1prevs [pool size: 10]
25/11/23 23:28:08| INFO Dataset sample 0.50 of dataset imdb_1prevs started
26/11/23 00:07:05| INFO ref finished [took 15.0738s]
----------------------------------------------------------------------------------------------------
26/11/23 00:14:58| INFO dataset imdb_1prevs [pool size: 10]
26/11/23 00:15:05| INFO Dataset sample 0.50 of dataset imdb_1prevs started
26/11/23 00:15:14| INFO ref finished [took 8.2365s]
26/11/23 00:15:14| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 9.3738s]
----------------------------------------------------------------------------------------------------
26/11/23 00:16:11| INFO dataset imdb_1prevs [pool size: 10]
26/11/23 00:16:18| INFO Dataset sample 0.50 of dataset imdb_1prevs started
26/11/23 00:16:27| INFO ref finished [took 8.4293s]
26/11/23 00:16:27| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 9.8483s]
----------------------------------------------------------------------------------------------------
26/11/23 00:17:18| ERROR Evaluation over imdb_1prevs failed. Exception: 'Invalid estimator: estimator bin_pacc_gs does not exist'
----------------------------------------------------------------------------------------------------
26/11/23 00:17:31| INFO dataset imdb_1prevs [pool size: 10]
26/11/23 00:17:37| INFO Dataset sample 0.50 of dataset imdb_1prevs started
26/11/23 00:17:56| INFO ref finished [took 11.7986s]
26/11/23 00:17:56| INFO doc finished [took 9.6139s]
26/11/23 00:18:02| INFO bin_sld finished [took 21.1728s]
26/11/23 00:18:02| INFO atc_mc finished [took 16.1916s]
----------------------------------------------------------------------------------------------------
26/11/23 00:18:47| INFO dataset imdb_1prevs [pool size: 10]
26/11/23 00:18:53| INFO Dataset sample 0.50 of dataset imdb_1prevs started
26/11/23 00:19:11| INFO doc finished [took 9.3297s]
26/11/23 00:19:11| INFO ref finished [took 11.1819s]
26/11/23 00:19:16| INFO atc_mc finished [took 15.7185s]
26/11/23 00:19:17| INFO bin_sld finished [took 20.9569s]
26/11/23 00:23:37| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01312) [took 278.5729s]
26/11/23 00:23:49| INFO bin_sld_gs finished [took 290.6389s]
26/11/23 00:23:49| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 296.2452s]
26/11/23 12:35:22| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str'
26/11/23 12:36:10| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str'
26/11/23 12:36:48| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str'
26/11/23 12:37:39| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str'
26/11/23 12:38:05| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str'
26/11/23 12:38:26| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str'
26/11/23 12:39:52| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str'
26/11/23 12:40:47| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str'
26/11/23 12:41:37| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str'
26/11/23 12:42:06| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str'
----------------------------------------------------------------------------------------------------
26/11/23 12:42:49| INFO dataset imdb_1prevs [pool size: 10]
26/11/23 12:42:56| INFO Dataset sample 0.50 of dataset imdb_1prevs started
26/11/23 12:43:11| INFO doc finished [took 8.8286s]
26/11/23 12:43:12| INFO ref finished [took 10.1487s]
26/11/23 12:43:15| INFO atc_mc finished [took 12.7258s]
26/11/23 12:43:16| INFO bin_sld finished [took 17.9662s]
26/11/23 12:43:16| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 20.1537s]
----------------------------------------------------------------------------------------------------
26/11/23 12:51:42| INFO dataset imdb_1prevs [pool size: 10]
26/11/23 12:51:49| INFO Dataset sample 0.50 of dataset imdb_1prevs started
26/11/23 12:52:03| INFO doc finished [took 8.3487s]
26/11/23 12:52:04| INFO ref finished [took 10.9200s]
26/11/23 12:52:08| INFO atc_mc finished [took 12.3923s]
26/11/23 12:52:08| INFO bin_sld finished [took 16.5288s]
26/11/23 12:52:08| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 19.5545s]
----------------------------------------------------------------------------------------------------
26/11/23 12:53:17| INFO dataset imdb_1prevs [pool size: 10]
26/11/23 12:53:23| INFO Dataset sample 0.40 of dataset imdb_1prevs started
26/11/23 12:53:38| INFO ref finished [took 10.3443s]
26/11/23 12:53:38| INFO doc finished [took 8.6077s]
26/11/23 12:53:41| INFO atc_mc finished [took 13.3207s]
26/11/23 12:53:42| INFO bin_sld finished [took 16.7658s]
26/11/23 12:53:42| INFO Dataset sample 0.40 of dataset imdb_1prevs finished [took 19.1411s]
----------------------------------------------------------------------------------------------------
26/11/23 12:53:43| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
26/11/23 12:56:39| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
26/11/23 12:57:15| INFO ref finished [took 31.0756s]
26/11/23 12:57:16| INFO doc finished [took 28.5057s]
26/11/23 12:57:17| INFO bin_sld finished [took 35.9361s]
26/11/23 12:57:18| INFO atc_mc finished [took 32.5660s]
26/11/23 12:57:18| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 38.8987s]
----------------------------------------------------------------------------------------------------
26/11/23 13:14:31| INFO dataset imdb_1prevs [pool size: 10]
26/11/23 13:14:37| INFO Dataset sample 0.40 of dataset imdb_1prevs started
26/11/23 13:14:37| WARNING Dataset sample 0.40 of dataset imdb_1prevs failed. Exception: 'environ' object has no attribute 'items'
26/11/23 13:14:38| WARNING Dataset sample 0.40 of dataset imdb_1prevs failed. Exception: 'environ' object has no attribute 'items'
26/11/23 13:14:38| WARNING Dataset sample 0.40 of dataset imdb_1prevs failed. Exception: 'environ' object has no attribute 'items'
26/11/23 13:14:38| WARNING Dataset sample 0.40 of dataset imdb_1prevs failed. Exception: 'environ' object has no attribute 'items'
26/11/23 13:14:38| INFO Dataset sample 0.40 of dataset imdb_1prevs finished [took 0.7827s]
26/11/23 13:14:38| WARNING Dataset sample 0.40 of dataset imdb_1prevs failed. Exception: No objects to concatenate
----------------------------------------------------------------------------------------------------
26/11/23 13:14:38| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
26/11/23 13:14:42| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
26/11/23 13:14:43| WARNING Dataset sample 0.50 of dataset rcv1_CCAT_1prevs failed. Exception: 'environ' object has no attribute 'items'
26/11/23 13:14:44| WARNING Dataset sample 0.50 of dataset rcv1_CCAT_1prevs failed. Exception: 'environ' object has no attribute 'items'
26/11/23 13:14:45| WARNING Dataset sample 0.50 of dataset rcv1_CCAT_1prevs failed. Exception: 'environ' object has no attribute 'items'
26/11/23 13:14:46| WARNING Dataset sample 0.50 of dataset rcv1_CCAT_1prevs failed. Exception: 'environ' object has no attribute 'items'
26/11/23 13:14:46| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 4.8912s]
26/11/23 13:14:46| WARNING Dataset sample 0.50 of dataset rcv1_CCAT_1prevs failed. Exception: No objects to concatenate
----------------------------------------------------------------------------------------------------
26/11/23 13:28:23| INFO dataset imdb_1prevs [pool size: 10]
26/11/23 13:28:29| INFO Dataset sample 0.40 of dataset imdb_1prevs started
26/11/23 13:28:30| WARNING Dataset sample 0.40 of dataset imdb_1prevs failed. Exception: 'environ' object has no attribute 'items'
26/11/23 13:28:30| INFO Dataset sample 0.40 of dataset imdb_1prevs finished [took 0.2838s]
26/11/23 13:28:30| WARNING Dataset sample 0.40 of dataset imdb_1prevs failed. Exception: 'ApplyResult' object has no attribute 'data'
----------------------------------------------------------------------------------------------------
26/11/23 13:28:30| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
26/11/23 13:28:33| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
26/11/23 13:28:35| WARNING Dataset sample 0.50 of dataset rcv1_CCAT_1prevs failed. Exception: 'environ' object has no attribute 'items'
26/11/23 13:28:35| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 1.4252s]
26/11/23 13:28:35| WARNING Dataset sample 0.50 of dataset rcv1_CCAT_1prevs failed. Exception: 'ApplyResult' object has no attribute 'data'
----------------------------------------------------------------------------------------------------
26/11/23 13:31:08| INFO dataset imdb_1prevs [pool size: 10]
26/11/23 13:31:15| INFO Dataset sample 0.40 of dataset imdb_1prevs started
26/11/23 13:31:29| INFO ref finished [took 10.9091s]
26/11/23 13:31:29| INFO doc finished [took 8.7695s]
26/11/23 13:31:33| INFO atc_mc finished [took 12.6925s]
26/11/23 13:31:33| INFO bin_sld finished [took 16.2455s]
26/11/23 13:31:33| INFO Dataset sample 0.40 of dataset imdb_1prevs finished [took 18.0848s]
----------------------------------------------------------------------------------------------------
26/11/23 13:31:33| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
26/11/23 13:31:37| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
26/11/23 13:32:12| INFO ref finished [took 30.5893s]
26/11/23 13:32:13| INFO bin_sld finished [took 34.5529s]
26/11/23 13:32:14| INFO doc finished [took 28.3129s]
26/11/23 13:32:18| INFO atc_mc finished [took 35.3325s]
26/11/23 13:32:18| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 41.8520s]
----------------------------------------------------------------------------------------------------
26/11/23 13:56:17| INFO dataset imdb_1prevs [pool size: 10]
26/11/23 13:56:23| INFO Dataset sample 0.40 of dataset imdb_1prevs started
26/11/23 13:56:38| INFO ref finished [took 11.1801s]
26/11/23 13:56:38| INFO doc finished [took 8.8447s]
26/11/23 13:56:41| INFO atc_mc finished [took 13.4614s]
26/11/23 13:56:42| INFO bin_sld finished [took 17.2343s]
26/11/23 13:56:42| INFO Dataset sample 0.40 of dataset imdb_1prevs finished [took 19.1619s]
----------------------------------------------------------------------------------------------------
26/11/23 13:56:43| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
26/11/23 13:56:46| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
26/11/23 13:57:20| INFO ref finished [took 29.5824s]
26/11/23 13:57:21| INFO doc finished [took 27.7713s]
26/11/23 13:57:22| INFO bin_sld finished [took 34.0524s]
26/11/23 13:57:25| INFO atc_mc finished [took 33.7363s]
26/11/23 13:57:25| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 39.3207s]
----------------------------------------------------------------------------------------------------
26/11/23 14:00:26| INFO dataset imdb_1prevs [pool size: 10]
26/11/23 14:00:33| INFO Dataset sample 0.50 of dataset imdb_1prevs started
26/11/23 14:01:26| INFO bin_sld finished [took 50.7765s]
26/11/23 14:01:34| INFO binmc_sld finished [took 44.2032s]
26/11/23 14:01:41| INFO m3w_sld finished [took 60.0964s]
26/11/23 14:01:43| INFO m3wc_sld finished [took 56.6741s]
26/11/23 14:01:46| INFO binc_sld finished [took 62.5976s]
26/11/23 14:01:53| INFO m3wmc_sld finished [took 57.1598s]
26/11/23 14:01:53| INFO mulc_sld finished [took 67.1949s]
26/11/23 14:01:59| INFO mulmc_sld finished [took 66.6559s]
26/11/23 14:02:01| INFO mul_sld finished [took 83.1596s]
26/11/23 14:02:01| INFO binne_sld finished [took 63.2790s]
26/11/23 14:03:31| INFO m3wne_sld finished [took 110.9529s]
26/11/23 14:03:36| INFO mulne_sld finished [took 126.4873s]
26/11/23 14:03:45| INFO binis_sld finished [took 120.7323s]
26/11/23 14:03:55| INFO m3wis_sld finished [took 120.8105s]
26/11/23 14:04:14| INFO mulis_sld finished [took 142.7732s]
26/11/23 14:18:23| INFO bin_kde finished [took 980.5554s]
26/11/23 14:19:06| INFO binc_kde finished [took 1015.1475s]
26/11/23 14:20:39| INFO binmc_kde finished [took 1011.1490s]
26/11/23 14:21:24| INFO binne_kde finished [took 1019.7832s]
26/11/23 14:28:57| INFO mul_kde finished [took 1615.1812s]
26/11/23 14:29:09| INFO m3w_kde finished [took 1620.8232s]
26/11/23 14:29:35| INFO ref finished [took 22.2471s]
26/11/23 14:30:16| INFO atc_mc finished [took 36.9250s]
26/11/23 14:30:39| INFO doc finished [took 17.6178s]
26/11/23 14:31:18| INFO m3wc_kde finished [took 1658.5121s]
26/11/23 14:32:33| INFO m3wmc_kde finished [took 1707.5099s]
26/11/23 14:32:54| INFO mulmc_kde finished [took 1739.1909s]
26/11/23 14:32:56| INFO mulc_kde finished [took 1843.3563s]
26/11/23 14:35:05| INFO binis_kde finished [took 860.8087s]
26/11/23 14:43:31| INFO m3wne_kde finished [took 1460.1224s]
26/11/23 14:45:54| INFO mulne_kde finished [took 1647.6246s]
26/11/23 14:46:25| INFO mulis_kde finished [took 1495.9289s]
26/11/23 14:47:44| INFO m3wis_kde finished [took 1124.0304s]
26/11/23 14:47:44| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 2831.2208s]
----------------------------------------------------------------------------------------------------
26/11/23 16:21:38| INFO dataset imdb_1prevs [pool size: 10]
26/11/23 16:21:45| INFO Dataset sample 0.50 of dataset imdb_1prevs started
26/11/23 16:22:10| INFO doc finished [took 18.6205s]
26/11/23 16:22:12| INFO ref finished [took 18.6199s]
26/11/23 16:22:15| INFO atc_mc finished [took 20.0159s]
26/11/23 16:22:16| INFO bin_sld finished [took 28.3344s]
26/11/23 16:22:17| INFO m3w_sld finished [took 24.3171s]
26/11/23 16:22:21| INFO mul_sld finished [took 29.6179s]
26/11/23 16:22:21| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 35.9986s]
----------------------------------------------------------------------------------------------------
26/11/23 16:23:08| INFO dataset imdb_1prevs [pool size: 10]
26/11/23 16:23:14| INFO Dataset sample 0.50 of dataset imdb_1prevs started
26/11/23 16:23:40| INFO ref finished [took 16.8099s]
26/11/23 16:23:40| INFO doc finished [took 15.1661s]
26/11/23 16:23:43| INFO atc_mc finished [took 21.2824s]
26/11/23 16:23:44| INFO bin_sld finished [took 26.5138s]
26/11/23 16:23:45| INFO m3w_sld finished [took 24.8415s]
26/11/23 16:23:49| INFO mul_sld finished [took 28.7849s]
26/11/23 16:23:49| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 34.1335s]
----------------------------------------------------------------------------------------------------
26/11/23 16:24:00| INFO dataset imdb_1prevs [pool size: 10]
26/11/23 16:24:07| INFO Dataset sample 0.50 of dataset imdb_1prevs started
26/11/23 16:24:35| INFO ref finished [took 21.2039s]
26/11/23 16:24:35| INFO doc finished [took 16.5994s]
26/11/23 16:24:38| INFO atc_mc finished [took 21.2076s]
26/11/23 16:24:39| INFO bin_sld finished [took 28.2131s]
26/11/23 16:24:39| INFO m3w_sld finished [took 25.8440s]
26/11/23 16:24:43| INFO mul_sld finished [took 31.8643s]
26/11/23 16:24:43| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 36.6313s]
----------------------------------------------------------------------------------------------------
26/11/23 16:26:22| INFO dataset imdb [pool size: 10]
26/11/23 16:26:29| INFO Dataset sample 0.10 of dataset imdb started
26/11/23 16:26:46| INFO doc finished [took 11.3898s]
26/11/23 16:26:46| INFO ref finished [took 14.1952s]
26/11/23 16:26:49| INFO atc_mc finished [took 16.1407s]
26/11/23 16:26:52| INFO m3w_sld finished [took 20.3713s]
26/11/23 16:26:58| INFO bin_sld finished [took 28.5205s]
26/11/23 16:27:06| INFO mul_sld finished [took 35.8858s]
26/11/23 16:27:06| INFO Dataset sample 0.10 of dataset imdb finished [took 37.4182s]
26/11/23 16:27:06| INFO Dataset sample 0.20 of dataset imdb started
26/11/23 16:27:25| INFO ref finished [took 15.6790s]
26/11/23 16:27:25| INFO doc finished [took 13.8983s]
26/11/23 16:27:29| INFO atc_mc finished [took 18.4964s]
26/11/23 16:27:29| INFO m3w_sld finished [took 19.6282s]
26/11/23 16:27:37| INFO bin_sld finished [took 30.2087s]
26/11/23 16:27:41| INFO mul_sld finished [took 32.5278s]
26/11/23 16:27:41| INFO Dataset sample 0.20 of dataset imdb finished [took 34.2369s]
26/11/23 16:27:41| INFO Dataset sample 0.30 of dataset imdb started
26/11/23 16:27:59| INFO ref finished [took 14.1290s]
26/11/23 16:28:00| INFO doc finished [took 14.2235s]
26/11/23 16:28:04| INFO atc_mc finished [took 17.3388s]
26/11/23 16:28:05| INFO m3w_sld finished [took 20.9451s]
26/11/23 16:28:08| INFO bin_sld finished [took 25.7576s]
26/11/23 16:28:09| INFO mul_sld finished [took 26.4283s]
26/11/23 16:28:09| INFO Dataset sample 0.30 of dataset imdb finished [took 28.2265s]
26/11/23 16:28:09| INFO Dataset sample 0.40 of dataset imdb started
26/11/23 16:28:28| INFO doc finished [took 13.4465s]
26/11/23 16:28:28| INFO ref finished [took 16.2233s]
26/11/23 16:28:31| INFO atc_mc finished [took 17.8511s]
26/11/23 16:28:33| INFO m3w_sld finished [took 21.1365s]
26/11/23 16:28:36| INFO bin_sld finished [took 25.8370s]
26/11/23 16:28:38| INFO mul_sld finished [took 27.5821s]
26/11/23 16:28:38| INFO Dataset sample 0.40 of dataset imdb finished [took 29.5875s]
26/11/23 16:28:38| INFO Dataset sample 0.50 of dataset imdb started
26/11/23 16:28:59| INFO ref finished [took 17.4782s]
26/11/23 16:28:59| INFO doc finished [took 16.2926s]
26/11/23 16:29:03| INFO atc_mc finished [took 20.7857s]
26/11/23 16:29:04| INFO m3w_sld finished [took 23.5271s]
26/11/23 16:29:05| INFO bin_sld finished [took 25.8989s]
26/11/23 16:29:09| INFO mul_sld finished [took 28.5549s]
26/11/23 16:29:09| INFO Dataset sample 0.50 of dataset imdb finished [took 30.5951s]
26/11/23 16:29:09| INFO Dataset sample 0.60 of dataset imdb started
26/11/23 16:29:28| INFO doc finished [took 14.5227s]
26/11/23 16:29:29| INFO ref finished [took 17.3996s]
26/11/23 16:29:32| INFO atc_mc finished [took 18.4573s]
26/11/23 16:29:33| INFO m3w_sld finished [took 21.9935s]
26/11/23 16:29:35| INFO bin_sld finished [took 25.5923s]
26/11/23 16:29:37| INFO mul_sld finished [took 26.4603s]
26/11/23 16:29:37| INFO Dataset sample 0.60 of dataset imdb finished [took 28.1236s]
26/11/23 16:29:37| INFO Dataset sample 0.70 of dataset imdb started
26/11/23 16:29:57| INFO doc finished [took 14.5036s]
26/11/23 16:29:58| INFO ref finished [took 17.3913s]
26/11/23 16:30:02| INFO atc_mc finished [took 20.0928s]
26/11/23 16:30:03| INFO m3w_sld finished [took 22.2008s]
26/11/23 16:30:04| INFO bin_sld finished [took 25.7488s]
26/11/23 16:30:06| INFO mul_sld finished [took 26.0060s]
26/11/23 16:30:06| INFO Dataset sample 0.70 of dataset imdb finished [took 28.8196s]
26/11/23 16:30:06| INFO Dataset sample 0.80 of dataset imdb started
26/11/23 16:30:27| INFO ref finished [took 16.3992s]
26/11/23 16:30:27| INFO doc finished [took 15.5131s]
26/11/23 16:30:30| INFO m3w_sld finished [took 21.9561s]
26/11/23 16:30:31| INFO atc_mc finished [took 19.9598s]
26/11/23 16:30:35| INFO mul_sld finished [took 27.1376s]
26/11/23 16:30:36| INFO bin_sld finished [took 28.3528s]
26/11/23 16:30:36| INFO Dataset sample 0.80 of dataset imdb finished [took 29.8656s]
26/11/23 16:30:36| INFO Dataset sample 0.90 of dataset imdb started
26/11/23 16:30:53| INFO doc finished [took 13.1831s]
26/11/23 16:30:56| INFO ref finished [took 16.5231s]
26/11/23 16:30:59| INFO atc_mc finished [took 19.5031s]
26/11/23 16:31:02| INFO m3w_sld finished [took 23.6839s]
26/11/23 16:31:03| INFO bin_sld finished [took 26.3150s]
26/11/23 16:31:07| INFO mul_sld finished [took 29.8139s]
26/11/23 16:31:07| INFO Dataset sample 0.90 of dataset imdb finished [took 31.3702s]
----------------------------------------------------------------------------------------------------
01/12/23 17:35:03| INFO dataset imdb_1prevs [pool size: 10]
01/12/23 17:35:10| INFO Dataset sample 0.50 of dataset imdb_1prevs started
01/12/23 17:38:19| WARNING Method mul_sld_gs failed. Exception: 'NoneType' object has no attribute 'debug'
01/12/23 17:38:28| INFO ref finished [took 8.2288s]
01/12/23 17:38:28| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 198.5879s]
----------------------------------------------------------------------------------------------------
01/12/23 17:41:45| INFO dataset imdb_1prevs [pool size: 10]
01/12/23 17:41:51| INFO Dataset sample 0.50 of dataset imdb_1prevs started
01/12/23 17:45:01| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01291) [took 188.1488s]
01/12/23 17:45:13| INFO mul_sld_gs finished [took 200.2355s]
01/12/23 17:45:22| INFO ref finished [took 8.4438s]
01/12/23 17:45:22| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 211.0771s]
----------------------------------------------------------------------------------------------------
01/12/23 17:48:32| INFO dataset imdb_1prevs [pool size: 10]
01/12/23 17:48:38| INFO Dataset sample 0.50 of dataset imdb_1prevs started
01/12/23 17:48:53| INFO ref finished [took 11.4082s]
01/12/23 17:54:45| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01297) [took 363.8950s]
01/12/23 17:54:57| INFO mul_sld_gs finished [took 375.9603s]
01/12/23 17:54:57| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 378.7840s]
----------------------------------------------------------------------------------------------------
01/12/23 18:12:47| INFO dataset imdb_1prevs [pool size: 10]
01/12/23 18:12:53| INFO Dataset sample 0.50 of dataset imdb_1prevs started
01/12/23 18:20:56| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.01440) [took 479.7052s]
01/12/23 18:21:12| INFO m3w_sld_gs finished [took 495.7428s]
01/12/23 18:21:26| INFO ref finished [took 13.1128s]
01/12/23 18:22:10| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01297) [took 554.2995s]
01/12/23 18:22:23| INFO mul_sld_gs finished [took 566.6578s]
01/12/23 18:22:23| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 569.2848s]
----------------------------------------------------------------------------------------------------
01/12/23 19:28:48| INFO dataset imdb_1prevs [pool size: 10]
01/12/23 19:28:54| INFO Dataset sample 0.50 of dataset imdb_1prevs started
01/12/23 19:32:02| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01291) [took 186.6741s]
01/12/23 19:32:14| INFO mul_sld_gs finished [took 198.5631s]
01/12/23 19:34:43| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': None} (score=0.01428) [took 147.8351s]
01/12/23 19:34:54| INFO m3w_sld_gs finished [took 158.4232s]
01/12/23 19:35:03| INFO ref finished [took 8.4209s]
01/12/23 19:35:03| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 368.5922s]
----------------------------------------------------------------------------------------------------
01/12/23 19:35:50| INFO dataset imdb_1prevs [pool size: 10]
01/12/23 19:35:57| INFO Dataset sample 0.50 of dataset imdb_1prevs started
01/12/23 19:38:21| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.01294) [took 143.1597s]
01/12/23 19:38:33| INFO mul_sld_gs finished [took 154.9150s]
01/12/23 19:40:19| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.01441) [took 104.3998s]
01/12/23 19:40:30| INFO m3w_sld_gs finished [took 115.3818s]
01/12/23 19:40:39| INFO ref finished [took 8.3887s]
01/12/23 19:40:39| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 281.9887s]
----------------------------------------------------------------------------------------------------
01/12/23 19:42:31| INFO dataset imdb_1prevs [pool size: 10]
01/12/23 19:42:38| INFO Dataset sample 0.50 of dataset imdb_1prevs started
01/12/23 19:44:55| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.01294) [took 136.1128s]
01/12/23 19:45:07| INFO mul_sld_gs finished [took 148.1704s]
01/12/23 19:46:50| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.01441) [took 101.5316s]
01/12/23 19:47:01| INFO m3w_sld_gs finished [took 112.6189s]
01/12/23 19:47:11| INFO ref finished [took 8.1649s]
01/12/23 19:47:11| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 272.7446s]
----------------------------------------------------------------------------------------------------
01/12/23 19:53:06| INFO dataset imdb_1prevs [pool size: 10]
01/12/23 19:53:12| INFO Dataset sample 0.50 of dataset imdb_1prevs started
01/12/23 19:54:11| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01312) [took 57.5135s]
01/12/23 19:54:23| INFO bin_sld_gs finished [took 69.7429s]
01/12/23 19:56:39| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.01294) [took 134.5055s]
01/12/23 19:56:51| INFO mul_sld_gs finished [took 146.7051s]
01/12/23 19:58:34| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.01441) [took 101.2858s]
01/12/23 19:58:45| INFO m3w_sld_gs finished [took 112.3173s]
01/12/23 19:58:55| INFO ref finished [took 8.4150s]
01/12/23 19:58:55| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 342.3546s]
----------------------------------------------------------------------------------------------------
01/12/23 20:31:08| INFO dataset imdb_1prevs [pool size: 10]
01/12/23 20:31:14| INFO Dataset sample 0.50 of dataset imdb_1prevs started
01/12/23 20:37:33| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01418) [took 376.9895s]
01/12/23 20:41:56| INFO bin_kde_gs finished [took 640.0389s]
01/12/23 20:55:57| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01353) [took 840.1845s]
01/12/23 21:01:17| INFO mul_kde_gs finished [took 1160.2188s]
01/12/23 21:13:23| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01508) [took 724.9068s]
01/12/23 21:19:05| INFO m3w_kde_gs finished [took 1066.0211s]
01/12/23 21:19:14| INFO ref finished [took 8.3435s]
01/12/23 21:19:14| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 2879.6491s]
----------------------------------------------------------------------------------------------------
02/12/23 17:26:58| INFO dataset imdb_1prevs [pool size: 10]
02/12/23 17:27:05| INFO Dataset sample 0.50 of dataset imdb_1prevs started
02/12/23 17:27:05| ERROR Evaluation over imdb_1prevs failed. Exception: WorkerArgs.from_estimators() takes 6 positional arguments but 7 were given
----------------------------------------------------------------------------------------------------
02/12/23 17:27:41| INFO dataset imdb_1prevs [pool size: 10]
02/12/23 17:27:47| INFO Dataset sample 0.50 of dataset imdb_1prevs started
02/12/23 17:28:00| INFO doc finished [took 10.0879s]
02/12/23 17:28:00| INFO ref finished [took 10.6789s]
02/12/23 17:28:04| INFO atc_mc finished [took 13.8939s]
02/12/23 17:28:05| INFO binis_sld finished [took 15.3076s]
02/12/23 17:28:05| INFO m3wis_sld finished [took 15.6609s]
02/12/23 17:28:07| INFO mulis_sld finished [took 17.3600s]
02/12/23 17:29:06| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01312) [took 58.1567s]
02/12/23 17:29:19| INFO bin_sld_gs finished [took 70.5015s]
02/12/23 17:29:19| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 91.6072s]
----------------------------------------------------------------------------------------------------
02/12/23 17:29:37| INFO dataset imdb_1prevs [pool size: 10]
02/12/23 17:29:44| INFO Dataset sample 0.50 of dataset imdb_1prevs started
02/12/23 17:29:56| INFO doc finished [took 10.3211s]
02/12/23 17:29:57| INFO ref finished [took 10.6313s]
02/12/23 17:30:00| INFO atc_mc finished [took 13.9295s]
02/12/23 17:30:02| INFO binis_sld finished [took 15.5240s]
02/12/23 17:30:02| INFO m3wis_sld finished [took 15.8131s]
02/12/23 17:30:04| INFO mulis_sld finished [took 17.7087s]
02/12/23 17:31:03| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01312) [took 58.0420s]
02/12/23 17:31:15| INFO bin_sld_gs finished [took 70.1533s]
02/12/23 17:31:15| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 91.9308s]
----------------------------------------------------------------------------------------------------
02/12/23 17:32:33| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
02/12/23 17:32:37| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
02/12/23 17:33:10| INFO doc finished [took 30.4758s]
02/12/23 17:33:11| INFO ref finished [took 31.3355s]
02/12/23 17:33:14| INFO m3wis_sld finished [took 34.4247s]
02/12/23 17:33:14| INFO binis_sld finished [took 34.6961s]
02/12/23 17:33:15| INFO atc_mc finished [took 35.3378s]
02/12/23 17:33:15| INFO mulis_sld finished [took 35.6075s]
02/12/23 17:34:17| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00838) [took 60.6149s]
02/12/23 17:34:48| INFO bin_sld_gs finished [took 91.4984s]
02/12/23 17:34:48| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 130.5281s]
----------------------------------------------------------------------------------------------------
02/12/23 17:37:34| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
02/12/23 17:37:38| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
02/12/23 17:38:31| INFO bin_sld finished [took 49.7383s]
02/12/23 17:38:32| INFO m3wmc_sld finished [took 50.5678s]
02/12/23 17:38:34| INFO binc_sld finished [took 53.6161s]
02/12/23 17:38:37| INFO m3w_sld finished [took 55.2349s]
02/12/23 17:38:37| INFO mul_sld finished [took 55.5628s]
02/12/23 17:38:37| INFO binne_sld finished [took 55.9847s]
02/12/23 17:38:39| INFO m3wc_sld finished [took 57.3195s]
02/12/23 17:38:40| INFO binmc_sld finished [took 58.9394s]
02/12/23 17:38:42| INFO mulmc_sld finished [took 60.1940s]
02/12/23 17:38:42| INFO mulc_sld finished [took 60.1992s]
02/12/23 17:38:44| INFO mulne_sld finished [took 62.3856s]
02/12/23 17:39:15| INFO gde finished [took 32.5312s]
02/12/23 17:39:20| INFO m3wne_sld finished [took 47.8908s]
02/12/23 17:39:21| INFO atc_mc finished [took 42.8510s]
02/12/23 17:39:21| INFO binis_sld finished [took 48.6476s]
02/12/23 17:39:22| INFO ref finished [took 44.5145s]
02/12/23 17:39:23| INFO doc finished [took 43.4597s]
02/12/23 17:39:25| INFO m3wis_sld finished [took 48.0828s]
02/12/23 17:39:27| INFO mulis_sld finished [took 52.1882s]
02/12/23 17:43:38| INFO rca finished [took 296.5681s]
02/12/23 17:57:48| INFO mandoline finished [took 1145.2510s]
02/12/23 17:58:50| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00838) [took 61.5647s]
02/12/23 17:59:22| INFO bin_sld_gs finished [took 93.5219s]
02/12/23 18:02:24| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00773) [took 181.2473s]
02/12/23 18:02:56| INFO mul_sld_gs finished [took 213.0169s]
02/12/23 18:04:58| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.00919) [took 121.4241s]
02/12/23 18:05:28| INFO m3w_sld_gs finished [took 151.3891s]
02/12/23 18:05:28| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 1669.9182s]
----------------------------------------------------------------------------------------------------
02/12/23 22:19:27| ERROR Evaluation over rcv1_CCAT_1prevs failed. Exception: 'NoneType' object has no attribute 'debug'
----------------------------------------------------------------------------------------------------
03/12/23 02:22:45| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 02:22:48| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 02:23:27| INFO doc finished [took 35.7763s]
03/12/23 02:23:28| INFO ref finished [took 37.0951s]
03/12/23 02:23:29| INFO m3w_sld finished [took 37.9576s]
03/12/23 02:23:30| INFO bin_sld finished [took 38.8674s]
03/12/23 02:23:30| INFO atc_mc finished [took 38.8511s]
03/12/23 02:23:33| INFO mul_sld finished [took 41.9738s]
03/12/23 02:24:37| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00838) [took 63.7000s]
03/12/23 02:25:09| INFO bin_sld_gs finished [took 95.0387s]
03/12/23 02:27:22| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.00919) [took 132.5784s]
03/12/23 02:27:53| INFO m3w_sld_gs finished [took 164.1179s]
03/12/23 02:27:53| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 305.0618s]
----------------------------------------------------------------------------------------------------
03/12/23 02:28:00| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 02:28:03| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 02:28:34| INFO ref finished [took 28.9307s]
03/12/23 02:28:49| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.01039) [took 14.1123s]
03/12/23 02:29:21| INFO bin_sld_gs finished [took 46.3272s]
03/12/23 02:29:21| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 78.0955s]
----------------------------------------------------------------------------------------------------
03/12/23 02:29:27| INFO dataset imdb_1prevs [pool size: 10]
03/12/23 02:29:34| INFO Dataset sample 0.50 of dataset imdb_1prevs started
03/12/23 02:29:44| INFO ref finished [took 8.6496s]
03/12/23 02:30:00| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01320) [took 14.9588s]
03/12/23 02:30:12| INFO bin_sld_gs finished [took 26.2841s]
03/12/23 02:30:12| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 38.0549s]
----------------------------------------------------------------------------------------------------
03/12/23 14:11:10| INFO dataset imdb_1prevs [pool size: 10]
03/12/23 14:11:17| INFO Dataset sample 0.50 of dataset imdb_1prevs started
03/12/23 14:11:28| INFO ref finished [took 8.6022s]
03/12/23 14:11:35| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01376) [took 5.5468s]
03/12/23 14:11:48| INFO bin_sld_gs finished [took 18.2965s]
03/12/23 14:11:48| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 30.6673s]
----------------------------------------------------------------------------------------------------
03/12/23 14:12:50| INFO dataset imdb_1prevs [pool size: 10]
03/12/23 14:12:56| INFO Dataset sample 0.50 of dataset imdb_1prevs started
03/12/23 14:13:06| INFO ref finished [took 8.2080s]
03/12/23 14:14:13| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01312) [took 65.2160s]
03/12/23 14:14:25| INFO bin_sld_gs finished [took 77.5481s]
03/12/23 14:14:25| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 89.1156s]
----------------------------------------------------------------------------------------------------
03/12/23 14:14:38| INFO dataset imdb_1prevs [pool size: 10]
03/12/23 14:14:45| INFO Dataset sample 0.50 of dataset imdb_1prevs started
03/12/23 14:14:55| INFO ref finished [took 8.4410s]
03/12/23 14:15:59| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01312) [took 62.5479s]
03/12/23 14:16:11| INFO bin_sld_gs finished [took 75.1998s]
03/12/23 14:16:11| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 86.8688s]
----------------------------------------------------------------------------------------------------
03/12/23 14:24:14| INFO dataset imdb_1prevs [pool size: 10]
03/12/23 14:24:20| INFO Dataset sample 0.50 of dataset imdb_1prevs started
03/12/23 14:24:31| INFO ref finished [took 8.5790s]
03/12/23 14:25:34| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01312) [took 61.9703s]
03/12/23 14:25:47| INFO bin_sld_gs finished [took 74.3198s]
03/12/23 14:25:47| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 86.4699s]
----------------------------------------------------------------------------------------------------
03/12/23 14:27:09| INFO dataset imdb_1prevs [pool size: 10]
03/12/23 14:27:16| INFO Dataset sample 0.50 of dataset imdb_1prevs started
03/12/23 14:27:16| DEBUG Parallel(n_jobs=-2)
03/12/23 14:27:26| INFO ref finished [took 8.2934s]
03/12/23 14:27:26| DEBUG Parallel(n_jobs=1)
03/12/23 14:27:28| DEBUG Parallel(n_jobs=-2)
03/12/23 14:27:35| DEBUG Parallel(n_jobs=-2)
03/12/23 14:27:44| DEBUG Parallel(n_jobs=-2)
03/12/23 14:27:52| DEBUG Parallel(n_jobs=-2)
03/12/23 14:28:00| DEBUG Parallel(n_jobs=-2)
03/12/23 14:28:07| DEBUG Parallel(n_jobs=-2)
03/12/23 14:28:15| DEBUG Parallel(n_jobs=-2)
03/12/23 14:28:24| DEBUG Parallel(n_jobs=-2)
03/12/23 14:28:30| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01312) [took 62.0059s]
03/12/23 14:28:42| INFO bin_sld_gs finished [took 74.7350s]
03/12/23 14:28:42| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 86.4724s]
----------------------------------------------------------------------------------------------------
03/12/23 14:29:33| INFO dataset imdb_1prevs [pool size: 10]
03/12/23 14:29:40| INFO Dataset sample 0.50 of dataset imdb_1prevs started
03/12/23 14:29:50| INFO ref finished [took 8.4225s]
03/12/23 14:29:52| DEBUG [array([30, 40, 43, 50, 22, 54, 2, 56, 26, 8, 69]), array([13, 66, 77, 16, 27, 75, 73, 48, 74, 83, 61]), array([41, 63, 55, 45, 72, 6, 3, 68, 59, 7, 33]), array([52, 60, 4, 15, 17, 38, 5, 76, 42, 0, 34]), array([28, 11, 62, 23, 10, 31, 53, 79, 1, 32, 71]), array([14, 57, 19, 29, 51, 49, 24, 35, 18, 81, 82]), array([20, 78, 25, 37, 46, 39, 65, 58, 12, 70, 36]), array([21, 9, 80, 67, 64, 47, 44])]
03/12/23 14:29:52| DEBUG [30 40 43 50 22 54 2 56 26 8 69]
03/12/23 14:29:59| DEBUG [13 66 77 16 27 75 73 48 74 83 61]
03/12/23 14:30:08| DEBUG [41 63 55 45 72 6 3 68 59 7 33]
03/12/23 14:30:17| DEBUG [52 60 4 15 17 38 5 76 42 0 34]
03/12/23 14:30:24| DEBUG [28 11 62 23 10 31 53 79 1 32 71]
03/12/23 14:30:32| DEBUG [14 57 19 29 51 49 24 35 18 81 82]
03/12/23 14:30:40| DEBUG [20 78 25 37 46 39 65 58 12 70 36]
03/12/23 14:30:48| DEBUG [21 9 80 67 64 47 44]
03/12/23 14:30:55| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01312) [took 63.0119s]
03/12/23 14:31:07| INFO bin_sld_gs finished [took 75.5957s]
03/12/23 14:31:07| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 87.4977s]
----------------------------------------------------------------------------------------------------
03/12/23 14:31:10| INFO dataset imdb_1prevs [pool size: 10]
03/12/23 14:31:17| INFO Dataset sample 0.50 of dataset imdb_1prevs started
03/12/23 14:31:27| INFO ref finished [took 8.2326s]
03/12/23 14:31:29| DEBUG [array([30, 40, 43, 50, 22, 54, 2, 56, 26, 8, 69, 13, 66, 77, 16, 27, 75,
73, 48, 74, 83, 61]), array([41, 63, 55, 45, 72, 6, 3, 68, 59, 7, 33, 52, 60, 4, 15, 17, 38,
5, 76, 42, 0, 34]), array([28, 11, 62, 23, 10, 31, 53, 79, 1, 32, 71, 14, 57, 19, 29, 51, 49,
24, 35, 18, 81, 82]), array([20, 78, 25, 37, 46, 39, 65, 58, 12, 70, 36, 21, 9, 80, 67, 64, 47,
44])]
03/12/23 14:31:29| DEBUG [30 40 43 50 22 54 2 56 26 8 69 13 66 77 16 27 75 73 48 74 83 61]
03/12/23 14:31:44| DEBUG [41 63 55 45 72 6 3 68 59 7 33 52 60 4 15 17 38 5 76 42 0 34]
03/12/23 14:31:59| DEBUG [28 11 62 23 10 31 53 79 1 32 71 14 57 19 29 51 49 24 35 18 81 82]
03/12/23 14:32:14| DEBUG [20 78 25 37 46 39 65 58 12 70 36 21 9 80 67 64 47 44]
03/12/23 14:32:27| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01312) [took 58.7255s]
03/12/23 14:32:40| INFO bin_sld_gs finished [took 71.3678s]
03/12/23 14:32:40| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 83.0722s]
----------------------------------------------------------------------------------------------------
03/12/23 14:32:49| INFO dataset imdb_1prevs [pool size: 10]
03/12/23 14:32:55| INFO Dataset sample 0.50 of dataset imdb_1prevs started
03/12/23 14:33:06| INFO ref finished [took 8.4779s]
03/12/23 14:34:05| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01312) [took 58.4757s]
03/12/23 14:34:18| INFO bin_sld_gs finished [took 70.8493s]
03/12/23 14:34:18| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 82.5498s]
----------------------------------------------------------------------------------------------------
03/12/23 14:34:33| INFO dataset imdb_1prevs [pool size: 10]
03/12/23 14:34:39| INFO Dataset sample 0.50 of dataset imdb_1prevs started
03/12/23 14:34:50| INFO ref finished [took 8.3271s]
03/12/23 14:34:51| DEBUG [array([30, 36, 27, 4, 10, 25, 28, 11, 37, 31, 29, 20, 39, 2, 41, 18, 15,
22, 16, 38, 8, 13]), array([ 5, 17, 32, 14, 35, 7, 34, 1, 26, 12, 33, 24, 6, 23, 21, 19, 9,
40, 3, 0])]
03/12/23 14:34:51| DEBUG [30 36 27 4 10 25 28 11 37 31 29 20 39 2 41 18 15 22 16 38 8 13]
03/12/23 14:35:00| DEBUG [ 5 17 32 14 35 7 34 1 26 12 33 24 6 23 21 19 9 40 3 0]
03/12/23 14:35:08| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01320) [took 16.8406s]
03/12/23 14:35:19| INFO bin_sld_gs finished [took 27.6451s]
03/12/23 14:35:19| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 39.5360s]
----------------------------------------------------------------------------------------------------
03/12/23 14:35:55| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 14:35:59| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 14:36:29| INFO ref finished [took 28.4466s]
03/12/23 14:37:31| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00838) [took 61.2735s]
03/12/23 14:38:03| INFO bin_sld_gs finished [took 92.7118s]
03/12/23 14:38:03| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 124.1349s]
----------------------------------------------------------------------------------------------------
03/12/23 16:15:36| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 16:15:39| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 16:16:10| INFO ref finished [took 29.1572s]
03/12/23 16:16:11| DEBUG [array([30, 40, 43, 50, 22, 54, 2, 56, 26, 8, 69, 13, 66, 77, 16, 27, 75,
73, 48, 74, 83, 61]), array([41, 63, 55, 45, 72, 6, 3, 68, 59, 7, 33, 52, 60, 4, 15, 17, 38,
5, 76, 42, 0, 34]), array([28, 11, 62, 23, 10, 31, 53, 79, 1, 32, 71, 14, 57, 19, 29, 51, 49,
24, 35, 18, 81, 82]), array([20, 78, 25, 37, 46, 39, 65, 58, 12, 70, 36, 21, 9, 80, 67, 64, 47,
44])]
03/12/23 16:16:11| DEBUG [30 40 43 50 22 54 2 56 26 8 69 13 66 77 16 27 75 73 48 74 83 61]
03/12/23 16:16:26| DEBUG [41 63 55 45 72 6 3 68 59 7 33 52 60 4 15 17 38 5 76 42 0 34]
03/12/23 16:16:42| DEBUG [28 11 62 23 10 31 53 79 1 32 71 14 57 19 29 51 49 24 35 18 81 82]
03/12/23 16:16:57| DEBUG [20 78 25 37 46 39 65 58 12 70 36 21 9 80 67 64 47 44]
03/12/23 16:17:10| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00838) [took 59.3199s]
03/12/23 16:17:43| INFO bin_sld_gs finished [took 91.6124s]
03/12/23 16:17:43| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 123.6585s]
----------------------------------------------------------------------------------------------------
03/12/23 16:18:02| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 16:18:06| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 16:18:37| INFO ref finished [took 29.2084s]
03/12/23 16:18:38| DEBUG -2
03/12/23 16:18:38| WARNING Method bin_sld_gs failed. Exception: can only specify one unknown dimension
03/12/23 16:18:38| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 31.9220s]
----------------------------------------------------------------------------------------------------
03/12/23 16:20:16| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 16:20:19| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 16:20:50| INFO ref finished [took 29.0951s]
03/12/23 16:20:51| DEBUG -2
03/12/23 16:20:51| WARNING Method bin_sld_gs failed. Exception: can only specify one unknown dimension
03/12/23 16:20:51| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 32.0523s]
----------------------------------------------------------------------------------------------------
03/12/23 16:22:41| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 16:22:45| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 16:23:15| INFO ref finished [took 28.6124s]
03/12/23 16:23:16| DEBUG 15
03/12/23 16:24:16| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00838) [took 60.3048s]
03/12/23 16:24:47| INFO bin_sld_gs finished [took 91.5732s]
03/12/23 16:24:47| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 122.8222s]
----------------------------------------------------------------------------------------------------
03/12/23 16:24:59| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 16:25:02| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 16:25:34| INFO ref finished [took 29.7378s]
03/12/23 16:25:35| DEBUG batch_size = 11
03/12/23 16:26:37| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00838) [took 61.6446s]
03/12/23 16:27:09| INFO bin_sld_gs finished [took 93.5524s]
03/12/23 16:27:09| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 126.2251s]
----------------------------------------------------------------------------------------------------
03/12/23 16:29:09| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 16:29:13| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 16:29:43| INFO ref finished [took 28.1603s]
03/12/23 16:29:44| DEBUG batch_size = 11
03/12/23 16:29:51| WARNING Method bin_sld_gs failed. Exception: zero-size array to reduction operation minimum which has no identity
03/12/23 16:29:51| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 38.5622s]
----------------------------------------------------------------------------------------------------
03/12/23 16:30:23| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 16:30:26| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 16:30:58| INFO ref finished [took 29.3369s]
03/12/23 16:30:59| DEBUG batch_size = 11
03/12/23 16:31:06| DEBUG [iter 0] best score = 0.00859855347204677
03/12/23 16:31:15| DEBUG [iter 1] best score = 0.009053886256670092
03/12/23 16:31:23| DEBUG [iter 2] best score = 0.008440275237985408
03/12/23 16:31:31| WARNING Method bin_sld_gs failed. Exception: '<=' not supported between instances of 'float' and 'NoneType'
03/12/23 16:31:31| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 64.0201s]
----------------------------------------------------------------------------------------------------
03/12/23 16:32:22| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 16:32:26| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 16:32:57| INFO ref finished [took 29.1482s]
03/12/23 16:32:58| DEBUG batch_size = 11
03/12/23 16:33:06| DEBUG [iter 0] best score = 0.00859855347204677
03/12/23 16:33:15| DEBUG [iter 1] best score = 0.009053886256670092
03/12/23 16:33:23| DEBUG [iter 2] best score = 0.008440275237985408
03/12/23 16:33:30| DEBUG [iter 3] best score = 0.008509727237092844
03/12/23 16:33:37| DEBUG [iter 4] best score = 0.008384628938204557
03/12/23 16:33:46| DEBUG [iter 5] best score = 0.00838873657574064
03/12/23 16:33:54| DEBUG [iter 6] best score = 0.008582864504239243
03/12/23 16:34:00| DEBUG [iter 7] best score = 0.008738292249705014
03/12/23 16:34:00| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00838) [took 61.8658s]
03/12/23 16:34:31| INFO bin_sld_gs finished [took 92.8298s]
03/12/23 16:34:31| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 125.0087s]
----------------------------------------------------------------------------------------------------
03/12/23 16:35:37| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 16:35:40| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 16:36:11| INFO ref finished [took 29.1342s]
03/12/23 16:36:12| DEBUG batch_size = 11
----------------------------------------------------------------------------------------------------
03/12/23 16:37:37| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 16:37:41| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 16:38:11| INFO ref finished [took 28.4000s]
03/12/23 16:38:12| DEBUG batch_size = 11
03/12/23 16:38:12| WARNING Method bin_kde_gs failed. Exception: 'builtin_function_or_method' object has no attribute 'time'
03/12/23 16:38:12| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 31.1123s]
----------------------------------------------------------------------------------------------------
03/12/23 16:39:19| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 16:39:23| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 16:39:53| INFO ref finished [took 28.2250s]
03/12/23 16:39:54| DEBUG batch_size = 11
03/12/23 16:40:32| DEBUG [iter 0] best score = 0.009729173941721516 [took -37.887585401535034s]
03/12/23 16:41:13| DEBUG [iter 1] best score = 0.009392603683075316 [took -41.157336950302124s]
03/12/23 16:41:45| DEBUG [iter 2] best score = 0.01020332673171631 [took -32.264721632003784s]
03/12/23 16:42:25| DEBUG [iter 3] best score = 0.009722409102226702 [took -39.225417137145996s]
03/12/23 16:43:07| DEBUG [iter 4] best score = 0.009626694539706276 [took -42.80421543121338s]
03/12/23 16:43:44| DEBUG [iter 5] best score = 0.010481925236731597 [took -36.653741121292114s]
03/12/23 16:44:25| DEBUG [iter 6] best score = 0.01028800503143689 [took -40.85479164123535s]
03/12/23 16:45:00| DEBUG [iter 7] best score = 0.010999057911683478 [took -35.337661266326904s]
03/12/23 16:45:31| DEBUG [iter 8] best score = 0.01158550879499442 [took -30.31934881210327s]
03/12/23 16:46:08| DEBUG [iter 9] best score = 0.019747547649031204 [took -37.18638324737549s]
03/12/23 16:46:51| DEBUG [iter 10] best score = 0.009834232311934768 [took -43.61098265647888s]
03/12/23 16:47:27| DEBUG [iter 11] best score = 0.012995501553795731 [took -35.67589831352234s]
03/12/23 16:47:57| DEBUG [iter 12] best score = 0.014686311877447969 [took -30.10047459602356s]
03/12/23 16:47:57| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.00939) [took 483.1874s]
03/12/23 16:52:29| INFO bin_kde_gs finished [took 755.1949s]
03/12/23 16:52:29| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 786.2503s]
----------------------------------------------------------------------------------------------------
03/12/23 16:52:41| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 16:52:45| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 16:53:15| INFO ref finished [took 28.8704s]
03/12/23 16:53:16| DEBUG batch_size = 11
03/12/23 16:54:05| DEBUG [iter 0] best score = 0.01076030 [took 48.401s]
03/12/23 16:54:40| DEBUG [iter 1] best score = 0.01519444 [took 35.206s]
03/12/23 16:55:17| DEBUG [iter 2] best score = 0.01199583 [took 36.699s]
03/12/23 16:55:58| DEBUG [iter 3] best score = 0.01193761 [took 41.430s]
03/12/23 16:56:42| DEBUG [iter 4] best score = 0.00962002 [took 43.772s]
03/12/23 16:57:21| DEBUG [iter 5] best score = 0.01210373 [took 39.555s]
03/12/23 16:57:52| DEBUG [iter 6] best score = 0.01186543 [took 30.891s]
03/12/23 16:58:27| DEBUG [iter 7] best score = 0.01149941 [took 34.600s]
03/12/23 16:59:09| DEBUG [iter 8] best score = 0.00952915 [took 42.496s]
03/12/23 16:59:45| DEBUG [iter 9] best score = 0.00973752 [took 35.673s]
03/12/23 17:00:21| DEBUG [iter 10] best score = 0.01015591 [took 36.101s]
03/12/23 17:01:03| DEBUG [iter 11] best score = 0.01016702 [took 41.941s]
03/12/23 17:01:41| DEBUG [iter 12] best score = 0.01014406 [took 38.225s]
03/12/23 17:02:18| DEBUG [iter 13] best score = 0.01251315 [took 36.405s]
03/12/23 17:02:49| DEBUG [iter 14] best score = 0.01002339 [took 31.075s]
03/12/23 17:03:25| DEBUG [iter 15] best score = 0.01378857 [took 35.703s]
03/12/23 17:04:01| DEBUG [iter 16] best score = 0.00963704 [took 36.924s]
03/12/23 17:04:40| DEBUG [iter 17] best score = 0.01160308 [took 38.959s]
03/12/23 17:05:13| DEBUG [iter 18] best score = 0.01010798 [took 33.016s]
03/12/23 17:05:50| DEBUG [iter 19] best score = 0.01076733 [took 36.148s]
03/12/23 17:06:21| DEBUG [iter 20] best score = 0.01053728 [took 31.780s]
03/12/23 17:06:58| DEBUG [iter 21] best score = 0.01075536 [took 36.333s]
03/12/23 17:07:39| DEBUG [iter 22] best score = 0.00972917 [took 41.138s]
03/12/23 17:08:15| DEBUG [iter 23] best score = 0.01249425 [took 36.396s]
03/12/23 17:08:56| DEBUG [iter 24] best score = 0.01498806 [took 40.610s]
03/12/23 17:09:31| DEBUG [iter 25] best score = 0.01542491 [took 35.593s]
03/12/23 17:10:09| DEBUG [iter 26] best score = 0.00954800 [took 37.561s]
03/12/23 17:10:52| DEBUG [iter 27] best score = 0.00927255 [took 42.919s]
03/12/23 17:11:24| DEBUG [iter 28] best score = 0.00990196 [took 32.236s]
03/12/23 17:12:03| DEBUG [iter 29] best score = 0.01048518 [took 39.135s]
03/12/23 17:12:44| DEBUG [iter 30] best score = 0.00971109 [took 40.799s]
03/12/23 17:13:25| DEBUG [iter 31] best score = 0.01096402 [took 40.810s]
03/12/23 17:13:57| DEBUG [iter 32] best score = 0.00984265 [took 32.558s]
03/12/23 17:14:35| DEBUG [iter 33] best score = 0.01761690 [took 37.551s]
03/12/23 17:15:10| DEBUG [iter 34] best score = 0.00955739 [took 34.810s]
03/12/23 17:15:46| DEBUG [iter 35] best score = 0.01318167 [took 36.112s]
03/12/23 17:16:29| DEBUG [iter 36] best score = 0.01110071 [took 42.679s]
03/12/23 17:17:10| DEBUG [iter 37] best score = 0.00966141 [took 41.634s]
03/12/23 17:17:48| DEBUG [iter 38] best score = 0.00969641 [took 37.899s]
03/12/23 17:18:20| DEBUG [iter 39] best score = 0.00939260 [took 32.221s]
03/12/23 17:18:58| DEBUG [iter 40] best score = 0.01080854 [took 37.744s]
03/12/23 17:19:34| DEBUG [iter 41] best score = 0.01120728 [took 36.167s]
03/12/23 17:20:15| DEBUG [iter 42] best score = 0.01020333 [took 40.334s]
03/12/23 17:20:52| DEBUG [iter 43] best score = 0.01030955 [took 37.253s]
03/12/23 17:21:26| DEBUG [iter 44] best score = 0.01020734 [took 34.365s]
03/12/23 17:22:05| DEBUG [iter 45] best score = 0.01090877 [took 38.829s]
03/12/23 17:22:40| DEBUG [iter 46] best score = 0.00995080 [took 34.615s]
----------------------------------------------------------------------------------------------------
03/12/23 17:50:32| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 17:50:35| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 17:51:05| INFO ref finished [took 28.1365s]
03/12/23 17:51:06| DEBUG batch_size = 11
03/12/23 17:51:30| DEBUG [iter 0] best score = 0.00887274 [took 23.211s]
03/12/23 17:51:59| DEBUG [iter 1] best score = 0.00867318 [took 29.474s]
03/12/23 17:52:25| DEBUG [iter 2] best score = 0.01220571 [took 26.432s]
03/12/23 17:52:48| DEBUG [iter 3] best score = 0.01091149 [took 22.763s]
03/12/23 17:53:11| DEBUG [iter 4] best score = 0.01192161 [took 22.686s]
03/12/23 17:53:33| DEBUG [iter 5] best score = 0.01318754 [took 21.984s]
03/12/23 17:53:57| DEBUG [iter 6] best score = 0.00962752 [took 23.612s]
03/12/23 17:54:22| DEBUG [iter 7] best score = 0.00999534 [took 25.606s]
03/12/23 17:54:50| DEBUG [iter 8] best score = 0.01016374 [took 28.142s]
03/12/23 17:55:17| DEBUG [iter 9] best score = 0.00906638 [took 26.430s]
03/12/23 17:55:42| DEBUG [iter 10] best score = 0.01047633 [took 25.586s]
03/12/23 17:56:10| DEBUG [iter 11] best score = 0.00858527 [took 27.955s]
03/12/23 17:56:35| DEBUG [iter 12] best score = 0.00865464 [took 25.123s]
03/12/23 17:56:59| DEBUG [iter 13] best score = 0.01103404 [took 23.375s]
03/12/23 17:57:18| DEBUG [iter 14] best score = 0.01042848 [took 19.538s]
03/12/23 17:57:43| DEBUG [iter 15] best score = 0.00939529 [took 24.795s]
03/12/23 17:58:08| DEBUG [iter 16] best score = 0.00977250 [took 25.425s]
03/12/23 17:58:32| DEBUG [iter 17] best score = 0.01323922 [took 23.031s]
03/12/23 17:58:58| DEBUG [iter 18] best score = 0.01006337 [took 26.436s]
03/12/23 17:59:26| DEBUG [iter 19] best score = 0.00863107 [took 28.220s]
03/12/23 17:59:53| DEBUG [iter 20] best score = 0.01183034 [took 26.682s]
03/12/23 18:00:18| DEBUG [iter 21] best score = 0.01097665 [took 25.092s]
03/12/23 18:00:43| DEBUG [iter 22] best score = 0.00913278 [took 24.852s]
03/12/23 18:01:08| DEBUG [iter 23] best score = 0.00864778 [took 25.655s]
03/12/23 18:01:37| DEBUG [iter 24] best score = 0.01170818 [took 28.992s]
03/12/23 18:02:00| DEBUG [iter 25] best score = 0.00872422 [took 22.179s]
03/12/23 18:02:26| DEBUG [iter 26] best score = 0.00760174 [took 26.292s]
03/12/23 18:02:50| DEBUG [iter 27] best score = 0.00927294 [took 24.464s]
03/12/23 18:03:14| DEBUG [iter 28] best score = 0.00882952 [took 23.923s]
03/12/23 18:03:38| DEBUG [iter 29] best score = 0.01057001 [took 24.057s]
03/12/23 18:04:01| DEBUG [iter 30] best score = 0.00868684 [took 22.401s]
03/12/23 18:04:30| DEBUG [iter 31] best score = 0.00874412 [took 29.648s]
03/12/23 18:04:52| DEBUG [iter 32] best score = 0.01030450 [took 21.429s]
03/12/23 18:05:16| DEBUG [iter 33] best score = 0.01085922 [took 24.008s]
03/12/23 18:05:39| DEBUG [iter 34] best score = 0.01254566 [took 22.653s]
03/12/23 18:06:12| DEBUG [iter 35] best score = 0.01153955 [took 33.566s]
03/12/23 18:06:36| DEBUG [iter 36] best score = 0.01079749 [took 24.085s]
03/12/23 18:07:02| DEBUG [iter 37] best score = 0.01061162 [took 25.371s]
03/12/23 18:07:27| DEBUG [iter 38] best score = 0.00929242 [took 25.177s]
03/12/23 18:07:53| DEBUG [iter 39] best score = 0.01097814 [took 25.889s]
03/12/23 18:08:18| DEBUG [iter 40] best score = 0.01041492 [took 25.429s]
03/12/23 18:08:44| DEBUG [iter 41] best score = 0.01025479 [took 25.854s]
03/12/23 18:09:12| DEBUG [iter 42] best score = 0.01043784 [took 27.713s]
03/12/23 18:09:37| DEBUG [iter 43] best score = 0.01254014 [took 24.961s]
03/12/23 18:09:59| DEBUG [iter 44] best score = 0.00995612 [took 22.130s]
03/12/23 18:10:26| DEBUG [iter 45] best score = 0.01067231 [took 26.929s]
03/12/23 18:10:51| DEBUG [iter 46] best score = 0.00893041 [took 25.192s]
03/12/23 18:11:14| DEBUG [iter 47] best score = 0.01174370 [took 22.842s]
03/12/23 18:11:42| DEBUG [iter 48] best score = 0.00953082 [took 28.327s]
03/12/23 18:12:06| DEBUG [iter 49] best score = 0.01069810 [took 24.155s]
03/12/23 18:12:30| DEBUG [iter 50] best score = 0.01154315 [took 23.556s]
03/12/23 18:12:30| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} (score=0.00760) [took 1283.4691s]
03/12/23 18:15:14| INFO bin_kde_gs finished [took 1447.7080s]
03/12/23 18:15:14| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 1478.6723s]
----------------------------------------------------------------------------------------------------
03/12/23 18:15:34| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 18:15:38| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 18:16:08| INFO ref finished [took 28.1284s]
03/12/23 18:16:09| DEBUG batch_size = 11
03/12/23 18:16:18| DEBUG [iter 0] best score = 0.01312175 [took 9.610s]
03/12/23 18:16:29| DEBUG [iter 1] best score = 0.02124558 [took 10.810s]
03/12/23 18:16:39| DEBUG [iter 2] best score = 0.01196361 [took 9.933s]
03/12/23 18:16:47| DEBUG [iter 3] best score = 0.02316770 [took 8.479s]
03/12/23 18:16:56| DEBUG [iter 4] best score = 0.03845201 [took 8.540s]
03/12/23 18:17:04| DEBUG [iter 5] best score = 0.02981809 [took 8.168s]
03/12/23 18:17:13| DEBUG [iter 6] best score = 0.01283328 [took 8.929s]
03/12/23 18:17:23| DEBUG [iter 7] best score = 0.01421001 [took 9.811s]
03/12/23 18:17:33| DEBUG [iter 8] best score = 0.01321974 [took 10.223s]
03/12/23 18:17:43| DEBUG [iter 9] best score = 0.01205659 [took 9.733s]
03/12/23 18:17:52| DEBUG [iter 10] best score = 0.03963885 [took 8.889s]
03/12/23 18:18:02| DEBUG [iter 11] best score = 0.02162535 [took 9.991s]
03/12/23 18:18:11| DEBUG [iter 12] best score = 0.01409854 [took 8.872s]
03/12/23 18:18:19| DEBUG [iter 13] best score = 0.01924669 [took 8.786s]
03/12/23 18:18:27| DEBUG [iter 14] best score = 0.01289574 [took 7.951s]
03/12/23 18:18:36| DEBUG [iter 15] best score = 0.01670670 [took 8.656s]
03/12/23 18:18:45| DEBUG [iter 16] best score = 0.01418211 [took 9.197s]
03/12/23 18:18:54| DEBUG [iter 17] best score = 0.01197634 [took 8.322s]
03/12/23 18:19:03| DEBUG [iter 18] best score = 0.02300680 [took 9.526s]
03/12/23 18:19:13| DEBUG [iter 19] best score = 0.01244713 [took 10.278s]
03/12/23 18:19:23| DEBUG [iter 20] best score = 0.01474099 [took 9.531s]
03/12/23 18:19:32| DEBUG [iter 21] best score = 0.02411991 [took 8.888s]
03/12/23 18:19:40| DEBUG [iter 22] best score = 0.01231082 [took 8.558s]
03/12/23 18:19:50| DEBUG [iter 23] best score = 0.01764084 [took 9.588s]
03/12/23 18:20:00| DEBUG [iter 24] best score = 0.01213220 [took 10.275s]
03/12/23 18:20:09| DEBUG [iter 25] best score = 0.04026699 [took 8.385s]
03/12/23 18:20:18| DEBUG [iter 26] best score = 0.01904431 [took 9.033s]
03/12/23 18:20:26| DEBUG [iter 27] best score = 0.01319563 [took 8.848s]
03/12/23 18:20:35| DEBUG [iter 28] best score = 0.02780002 [took 8.364s]
03/12/23 18:20:43| DEBUG [iter 29] best score = 0.01340489 [took 8.334s]
03/12/23 18:20:52| DEBUG [iter 30] best score = 0.01893523 [took 9.005s]
03/12/23 18:21:03| DEBUG [iter 31] best score = 0.01542356 [took 10.822s]
03/12/23 18:21:11| DEBUG [iter 32] best score = 0.01189100 [took 8.071s]
03/12/23 18:21:20| DEBUG [iter 33] best score = 0.01239448 [took 8.491s]
03/12/23 18:21:28| DEBUG [iter 34] best score = 0.02215184 [took 8.395s]
03/12/23 18:21:39| DEBUG [iter 35] best score = 0.02864283 [took 11.013s]
03/12/23 18:21:48| DEBUG [iter 36] best score = 0.02148982 [took 8.830s]
03/12/23 18:21:57| DEBUG [iter 37] best score = 0.01204784 [took 9.320s]
03/12/23 18:22:07| DEBUG [iter 38] best score = 0.01411311 [took 9.408s]
03/12/23 18:22:15| DEBUG [iter 39] best score = 0.03837698 [took 8.688s]
03/12/23 18:22:24| DEBUG [iter 40] best score = 0.01208478 [took 8.932s]
03/12/23 18:22:33| DEBUG [iter 41] best score = 0.01433506 [took 9.329s]
03/12/23 18:22:43| DEBUG [iter 42] best score = 0.01289865 [took 9.333s]
03/12/23 18:22:52| DEBUG [iter 43] best score = 0.01449728 [took 9.401s]
03/12/23 18:23:00| DEBUG [iter 44] best score = 0.01980503 [took 8.083s]
03/12/23 18:23:10| DEBUG [iter 45] best score = 0.01446583 [took 9.516s]
03/12/23 18:23:19| DEBUG [iter 46] best score = 0.02742582 [took 9.340s]
03/12/23 18:23:28| DEBUG [iter 47] best score = 0.01304332 [took 8.352s]
03/12/23 18:23:38| DEBUG [iter 48] best score = 0.01192447 [took 10.091s]
03/12/23 18:23:47| DEBUG [iter 49] best score = 0.01291259 [took 9.005s]
03/12/23 18:23:54| DEBUG [iter 50] best score = 0.01448077 [took 7.797s]
03/12/23 18:23:55| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.08, 'confidence': ['isoft']} (score=0.01189) [took 465.8660s]
03/12/23 18:24:43| INFO bin_kde_gs finished [took 514.1362s]
03/12/23 18:24:43| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 545.1156s]
----------------------------------------------------------------------------------------------------
03/12/23 21:29:41| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 21:29:45| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
----------------------------------------------------------------------------------------------------
03/12/23 21:30:35| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 21:30:38| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 21:31:09| INFO ref finished [took 29.2042s]
03/12/23 21:31:10| INFO self.protocol.total() = 100
03/12/23 21:31:10| INFO protocol.total() = 4
----------------------------------------------------------------------------------------------------
03/12/23 21:33:38| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 21:33:41| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 21:34:12| INFO ref finished [took 28.7780s]
03/12/23 21:34:17| WARNING Method bin_kde_gs failed. Exception: 'NoneType' object is not subscriptable
03/12/23 21:34:17| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 35.8846s]
----------------------------------------------------------------------------------------------------
03/12/23 21:36:31| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 21:36:34| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 21:37:05| INFO ref finished [took 29.0306s]
03/12/23 21:37:11| WARNING Method bin_kde_gs failed. Exception: only integer scalar arrays can be converted to a scalar index
03/12/23 21:37:11| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 36.4005s]
----------------------------------------------------------------------------------------------------
03/12/23 21:39:04| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 21:39:07| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 21:39:39| INFO ref finished [took 29.4051s]
03/12/23 21:39:44| WARNING Method bin_kde_gs failed. Exception: only integer scalar arrays can be converted to a scalar index
03/12/23 21:39:44| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 36.5524s]
----------------------------------------------------------------------------------------------------
03/12/23 21:40:57| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 21:41:00| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 21:41:31| INFO ref finished [took 28.8051s]
03/12/23 21:41:36| WARNING Method bin_kde_gs failed. Exception: list index out of range
03/12/23 21:41:36| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 35.9323s]
----------------------------------------------------------------------------------------------------
03/12/23 21:42:53| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 21:42:57| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 21:43:28| INFO ref finished [took 29.4567s]
03/12/23 21:43:34| WARNING Method bin_kde_gs failed. Exception: only integer scalar arrays can be converted to a scalar index
03/12/23 21:43:34| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 36.8411s]
----------------------------------------------------------------------------------------------------
03/12/23 21:44:39| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 21:44:43| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 21:45:14| INFO ref finished [took 29.4473s]
----------------------------------------------------------------------------------------------------
03/12/23 21:46:38| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 21:46:42| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 21:47:13| INFO ref finished [took 29.2156s]
03/12/23 21:53:39| DEBUG [step 27.0] best score = 0.01068581 [took 385.620s]
03/12/23 21:53:39| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} (score=0.01069) [took 385.7449s]
03/12/23 21:54:35| INFO bin_kde_gs finished [took 441.2240s]
03/12/23 21:54:35| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 473.2994s]
----------------------------------------------------------------------------------------------------
03/12/23 21:57:01| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 21:57:04| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 21:57:36| INFO ref finished [took 29.5519s]
03/12/23 22:04:43| DEBUG [step 27.0] best score = 0.01189100 [took 425.950s]
03/12/23 22:04:43| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.08, 'confidence': ['isoft']} (score=0.01189) [took 426.0730s]
03/12/23 22:05:30| INFO bin_kde_gs finished [took 472.9577s]
03/12/23 22:05:30| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 505.3358s]
----------------------------------------------------------------------------------------------------
03/12/23 23:41:55| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 23:41:59| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 23:42:29| INFO ref finished [took 28.3703s]
03/12/23 23:49:38| DEBUG [step 0.037037037037037035] best score = 0.01189100 [took 427.398s]
03/12/23 23:49:38| DEBUG [step 0.1111111111111111] best score = 1.00000000 [took 0.369s]
03/12/23 23:49:38| WARNING Method bin_kde_gs failed. Exception: no combination of hyperparameters seem to work
03/12/23 23:49:38| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 459.0923s]
----------------------------------------------------------------------------------------------------
03/12/23 23:51:22| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 23:51:26| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 23:51:56| INFO ref finished [took 28.6151s]
03/12/23 23:53:46| DEBUG [step 0.03703703703703703] best score = 0.01203646 [took 108.355s]
03/12/23 23:54:44| DEBUG [step 0.1111111111111111] best score = 0.01141338 [took 58.365s]
03/12/23 23:54:44| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01141) [took 166.8319s]
03/12/23 23:55:48| INFO bin_kde_gs finished [took 230.5525s]
03/12/23 23:55:48| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 262.0104s]
----------------------------------------------------------------------------------------------------
03/12/23 23:56:17| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
03/12/23 23:56:21| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
03/12/23 23:56:50| INFO ref finished [took 27.7273s]
03/12/23 23:58:38| DEBUG [step 0.03703703703703703] best score = 0.01203646 [took 107.116s]
03/12/23 23:59:36| DEBUG [step 0.1111111111111111] best score = 0.01141338 [took 58.107s]
04/12/23 00:00:02| DEBUG [step 0.3333333333333333] best score = 0.01018487 [took 25.568s]
04/12/23 00:00:02| WARNING Method bin_kde_gs failed. Exception: The 'train_size' parameter of train_test_split must be a float in the range (0.0, 1.0), an int in the range [1, inf) or None. Got 1.0 instead.
04/12/23 00:00:02| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 221.5128s]
----------------------------------------------------------------------------------------------------
04/12/23 00:01:19| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 00:01:23| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 00:01:54| INFO ref finished [took 29.1486s]
04/12/23 00:03:43| DEBUG [step 0.03703703703703703] best score = 0.01203646 [took 107.880s]
04/12/23 00:04:41| DEBUG [step 0.1111111111111111] best score = 0.01141338 [took 58.737s]
04/12/23 00:05:07| DEBUG [step 0.3333333333333333] best score = 0.01018487 [took 25.820s]
04/12/23 00:05:07| WARNING Method bin_kde_gs failed. Exception: cannot unpack non-iterable LabelledCollection object
04/12/23 00:05:07| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 224.5642s]
----------------------------------------------------------------------------------------------------
04/12/23 00:05:37| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 00:05:41| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 00:06:11| INFO ref finished [took 28.6422s]
04/12/23 00:08:01| DEBUG [step 0.03703703703703703] best score = 0.01203646 [took 108.234s]
04/12/23 00:09:00| DEBUG [step 0.1111111111111111] best score = 0.01141338 [took 58.868s]
04/12/23 00:09:25| DEBUG [step 0.3333333333333333] best score = 0.01018487 [took 25.473s]
04/12/23 00:09:49| DEBUG [step 1.0] best score = 0.01156060 [took 23.744s]
04/12/23 00:09:49| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': None} (score=0.01156) [took 216.4332s]
04/12/23 00:14:50| INFO bin_kde_gs finished [took 517.7569s]
04/12/23 00:14:50| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 549.4432s]
----------------------------------------------------------------------------------------------------
04/12/23 00:23:34| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 00:23:38| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 00:24:09| INFO ref finished [took 29.2210s]
04/12/23 00:26:32| DEBUG [step 0.1111111111111111] best score = 0.01015786 [took 141.917s]
04/12/23 00:28:02| DEBUG [step 0.3333333333333333] best score = 0.00955716 [took 89.583s]
04/12/23 00:29:05| DEBUG [step 1.0] best score = 0.01156060 [took 63.475s]
04/12/23 00:29:05| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': None} (score=0.01156) [took 295.0878s]
04/12/23 00:34:06| INFO bin_kde_gs finished [took 596.3637s]
04/12/23 00:34:06| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 628.5218s]
----------------------------------------------------------------------------------------------------
04/12/23 00:41:48| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 00:41:51| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 00:42:22| INFO ref finished [took 29.1185s]
04/12/23 00:44:12| DEBUG [step 0.03703703703703703] best score = 0.01203646 [took 108.320s]
04/12/23 00:45:11| DEBUG [step 0.1111111111111111] best score = 0.01141338 [took 59.045s]
04/12/23 00:45:36| DEBUG [step 0.3333333333333333] best score = 0.01018487 [took 25.399s]
04/12/23 00:46:00| DEBUG [step 1.0] best score = 0.01156060 [took 23.700s]
04/12/23 00:46:00| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': None} (score=0.01156) [took 216.5719s]
04/12/23 00:51:03| INFO bin_kde_gs finished [took 519.4451s]
04/12/23 00:51:03| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 551.3254s]
----------------------------------------------------------------------------------------------------
04/12/23 00:51:09| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 00:51:13| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 00:51:44| INFO ref finished [took 29.0244s]
04/12/23 00:53:32| DEBUG n_none: 0
04/12/23 00:53:32| DEBUG [step 0.03703703703703703] best score = 0.01203646 [took 107.606s]
04/12/23 00:54:30| DEBUG n_none: 0
04/12/23 00:54:30| DEBUG [step 0.1111111111111111] best score = 0.01141338 [took 58.196s]
04/12/23 00:54:56| DEBUG n_none: 0
04/12/23 00:54:56| DEBUG [step 0.3333333333333333] best score = 0.01018487 [took 25.785s]
04/12/23 00:55:21| DEBUG n_none: 0
04/12/23 00:55:21| DEBUG [step 1.0] best score = 0.01156060 [took 24.487s]
04/12/23 00:55:21| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': None} (score=0.01156) [took 216.1769s]
04/12/23 01:00:23| INFO bin_kde_gs finished [took 518.1653s]
04/12/23 01:00:23| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 549.9731s]
----------------------------------------------------------------------------------------------------
04/12/23 01:00:34| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 01:00:37| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 01:01:07| INFO ref finished [took 28.3511s]
04/12/23 01:02:57| DEBUG sorted_scores_idx = array([ 75, 77, 72, 53, 60, 55, 71, 73, 50, 31, 63, 41, 79,
92, 95, 93, 111, 51, 135, 74, 83, 61, 97, 137, 94, 103,
57, 81, 91, 123, 113, 114, 115, 90, 99, 85, 117, 105, 82,
102, 70, 101, 139, 134, 119, 132, 96, 116, 80, 76, 65, 59,
112, 131, 100, 87, 98, 110, 122, 136, 125, 78, 52, 107, 16,
133, 120, 118, 33, 14, 67, 84, 18, 121, 89, 62, 30, 69,
43, 11, 12, 54, 109, 130, 86, 35, 104, 138, 64, 88, 56,
58, 37, 66, 32, 36, 34, 10, 38, 39, 68, 19, 108, 17,
13, 127, 15, 106, 45, 47, 49, 124, 129, 128, 126, 40, 21,
1, 20, 0, 42, 9, 4, 48, 3, 5, 44, 27, 2, 6,
7, 46, 22, 25, 24, 8, 23, 29, 26, 28])
04/12/23 01:02:57| DEBUG scores = [0.9341099999981499, 0.9341099999960902, 0.93411, 0.9341099999999999, 0.9341099999999998, 0.9341099999999999, 0.93411, 0.93411, 0.93411, 0.9341099999999998, 0.06051999999999993, 0.05554700292472367, 0.05583499999999995, 0.06356955666771408, 0.05048, 0.06393000000000003, 0.04877499999999993, 0.06281999999999996, 0.051340000000000025, 0.062024999999999934, 0.9341099999968062, 0.9341099999936691, 0.93411, 0.93411, 0.93411, 0.93411, 0.93411, 0.93411, 0.93411, 0.93411, 0.05391066334746173, 0.014740993651088975, 0.06051999999999888, 0.0503544130991147, 0.06051999999999993, 0.056582630209597966, 0.06051999999999982, 0.06019563736241398, 0.06052, 0.061540841627911715, 0.8805972181599924, 0.018341808709467538, 0.9341099999999996, 0.05508948634046047, 0.9341099999999999, 0.06562713873160708, 0.93411, 0.06840733252168531, 0.9341099999999999, 0.06904480176783795, 0.01446583451074425, 0.0238313231987788, 0.04836590183800994, 0.013031147501712978, 0.0560770314861489, 0.014153572804457094, 0.05922556604088968, 0.02925635215124327, 0.06014682380914686, 0.04161307596339526, 0.013595757983072469, 0.025570771298542884, 0.052393817815018943, 0.01830904493739659, 0.05850980120814502, 0.03999996760267361, 0.06040811330781148, 0.05066606002626029, 0.061665110026532355, 0.054869617170647894, 0.03541487119611707, 0.014182105143992594, 0.012885508388027989, 0.014425530381247307, 0.02495578836284016, 0.012036462152735627, 0.03951229601255115, 0.012425606400230015, 0.04758946342255208, 0.01862757812984388, 0.0394393323729755, 0.02984513484758662, 0.03475449942021076, 0.02499171859532958, 0.05078831716230666, 0.032825569665387105, 0.05653373185639488, 0.04436421783376611, 0.05886895978487318, 0.05216043815355643, 0.03174524413753661, 0.02992749070727628, 0.019488446889935267, 0.021854490533367424, 0.028000982653718812, 0.01979616004588961, 0.037116372391093784, 0.026666177566206324, 0.04474063852272977, 0.03192646814259144, 0.04383160587505503, 0.03543109372987328, 0.03519712770127706, 0.029166534003624855, 0.057026794987734525, 0.03429561378307575, 0.06398198116995187, 0.048600773151118215, 0.06228195913262663, 0.05636671795017024, 0.04688899176092301, 0.022024663377822908, 0.04214343624261962, 0.0300821636613662, 0.030544150851935122, 0.03155016113712236, 0.03914141202005726, 0.03292254406087403, 0.050009052530722256, 0.036070545465431675, 0.0492089214051547, 0.05147028368345044, 0.04709509629635795, 0.03001801806849074, 0.1741178578677826, 0.0474258887681083, 0.4018600000017519, 0.0638505194109593, 0.30975700075071944, 0.2722955549887443, 0.05638960004768515, 0.04249762817775558, 0.03688905457687575, 0.04897726533326319, 0.035709865009509255, 0.02459986074922838, 0.04733995001415783, 0.026752489189760763, 0.057114823639443174, 0.03567896625100557]
04/12/23 01:02:57| DEBUG [step 0.03703703703703703] best score = 0.01203646 [took 108.236s]
04/12/23 01:03:56| DEBUG sorted_scores_idx = array([ 8, 3, 2, 15, 7, 11, 0, 5, 13, 9, 19, 14, 40, 27, 1, 33, 30,
41, 6, 4, 17, 28, 10, 24, 16, 20, 21, 26, 32, 12, 22, 38, 45, 46,
31, 35, 25, 34, 36, 18, 29, 39, 43, 37, 44, 23, 42])
04/12/23 01:03:56| DEBUG scores = [0.016220183023966824, 0.021612690964907925, 0.013299790295454831, 0.012648639547867026, 0.023406568823581286, 0.01658539656239435, 0.022781183074839898, 0.013763406015530458, 0.011413382346037958, 0.020182573829241036, 0.024334070653912104, 0.015481883343538679, 0.028631710832028662, 0.019810450321216498, 0.02056502455197584, 0.013647707017555714, 0.025276860687734482, 0.02407563923125481, 0.03557308715842989, 0.020500408728095457, 0.025448565163013682, 0.02614021644308903, 0.028667074005054326, 0.0430809142406204, 0.024662367428162933, 0.03438298762399586, 0.028289692208593627, 0.021506318593271203, 0.024169564041016042, 0.037855466048464105, 0.022755803809970408, 0.030421994178460768, 0.02830546666160659, 0.02275036806213072, 0.0345832591430778, 0.033559804380996, 0.03491600561197311, 0.041477917158539636, 0.029146099601968182, 0.039081137426187365, 0.020756866527674292, 0.022771716980332674, 0.049188239563569554, 0.04124042333039163, 0.04232287859305015, 0.03019715693016894, 0.030333377362935683]
04/12/23 01:03:56| DEBUG [step 0.1111111111111111] best score = 0.01141338 [took 59.161s]
04/12/23 01:04:21| DEBUG sorted_scores_idx = array([10, 6, 11, 7, 8, 3, 14, 4, 2, 1, 12, 5, 15, 0, 9, 13])
04/12/23 01:04:21| DEBUG scores = [0.023838055682022574, 0.01261525092755997, 0.012295815774473598, 0.011423920718930924, 0.012165167895890132, 0.021647471937002557, 0.010240038210003638, 0.011166485106203232, 0.011350152133747033, 0.026777690174550197, 0.010184868439742346, 0.010573549980624479, 0.018146341772912362, 0.029223930297535342, 0.01212768209544412, 0.023540769120652026]
04/12/23 01:04:21| DEBUG [step 0.3333333333333333] best score = 0.01018487 [took 25.773s]
04/12/23 01:04:46| DEBUG sorted_scores_idx = array([4, 1, 0, 3, 2])
04/12/23 01:04:46| DEBUG scores = [0.012217352591314942, 0.011803797097287764, 0.014606372282934597, 0.012309882273099594, 0.01156060256759692]
04/12/23 01:04:46| DEBUG [step 1.0] best score = 0.01156060 [took 24.148s]
04/12/23 01:04:46| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': None} (score=0.01156) [took 217.4299s]
04/12/23 01:09:47| INFO bin_kde_gs finished [took 519.1312s]
04/12/23 01:09:47| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 550.3609s]
----------------------------------------------------------------------------------------------------
04/12/23 01:11:16| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 01:11:20| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 01:11:51| INFO ref finished [took 29.0498s]
04/12/23 01:14:16| DEBUG sorted_scores_idx = array([ 40, 55, 77, 52, 75, 63, 74, 83, 113, 95, 93, 133, 73,
53, 94, 112, 92, 30, 115, 82, 57, 97, 123, 72, 132, 79,
76, 114, 135, 96, 62, 134, 51, 117, 33, 104, 116, 85, 105,
103, 99, 70, 84, 137, 136, 125, 31, 124, 41, 61, 119, 98,
60, 122, 118, 71, 139, 138, 65, 102, 131, 59, 78, 126, 21,
107, 50, 110, 106, 127, 130, 43, 91, 120, 87, 121, 111, 80,
86, 128, 129, 90, 11, 81, 109, 100, 54, 108, 67, 101, 89,
64, 88, 35, 69, 56, 45, 37, 66, 58, 39, 47, 68, 28,
49, 26, 42, 20, 32, 23, 44, 46, 24, 48, 16, 18, 13,
10, 34, 36, 38, 12, 14, 15, 17, 19, 25, 27, 29, 22,
9, 1, 7, 5, 3, 4, 6, 8, 2, 0])
04/12/23 01:14:16| DEBUG scores = [0.40186000000000005, 0.07353163958121685, 0.27232500000000004, 0.08065999999999995, 0.17011500000000002, 0.07515, 0.17440999999999998, 0.07430499999999995, 0.18262, 0.07188500000000003, 0.05965503014389904, 0.029606582148695083, 0.06001999999999981, 0.05961779675894107, 0.06001999999999996, 0.06061961069190619, 0.05952499999999992, 0.06077999999999983, 0.05952499999999997, 0.06078, 0.05815457337811102, 0.023419396225256267, 0.06243999999999991, 0.05852401054507965, 0.05918999999999994, 0.06093182116811773, 0.057289999999999966, 0.061398732821814246, 0.056104999999999974, 0.061908508366774716, 0.012975512177002182, 0.019307790531636674, 0.05827311446142846, 0.017284720206507086, 0.059701604593834556, 0.04282012147257354, 0.05998067074198594, 0.04989293480391931, 0.060019999999997305, 0.053498339875711114, 0.010451599351086936, 0.01949248173887317, 0.05755975500266395, 0.02526302742618757, 0.05885834771813455, 0.04871865236728752, 0.05918774612095492, 0.05458776667744776, 0.059434370804501147, 0.05700755866977981, 0.0237372999437562, 0.016476977535947773, 0.010777221267876351, 0.012374707011971813, 0.03168275779840681, 0.010597733212519804, 0.046475243377660194, 0.013556812900790001, 0.05173481314588318, 0.022645947017967336, 0.02040712393548714, 0.019528459226845242, 0.015209626266324196, 0.01080709707644092, 0.037142082894902145, 0.02153547281587568, 0.05050407883621661, 0.03366328769748206, 0.055125000112055914, 0.044316073594525586, 0.018123335859011335, 0.020712468450571012, 0.014022048619581869, 0.01214463545505052, 0.011016740438149786, 0.010785420885899502, 0.014214855025425658, 0.010762281242833786, 0.022699919187680398, 0.014214030055069032, 0.02820035937294377, 0.030438874784031244, 0.013526992123429084, 0.011175813034201698, 0.018161891349663895, 0.01750936262030257, 0.028277478455296653, 0.025695019106684522, 0.0401550538392149, 0.03459033258322342, 0.029597007836584296, 0.025280862094268653, 0.012925411565965203, 0.011914330085312492, 0.01255283850088298, 0.011633218819676862, 0.015091063592705102, 0.01360479843497591, 0.020154288200963502, 0.0181033108048395, 0.031178465812380665, 0.03408253808209406, 0.022101734332182002, 0.017749764628874263, 0.01747830470757934, 0.017664630163419067, 0.023962876593190713, 0.023614419287244476, 0.0322130458132037, 0.030810790058526178, 0.02394267003337493, 0.02646741599717868, 0.01265513588428192, 0.011617777253743092, 0.014520615849985154, 0.013252761922668608, 0.017479953278209556, 0.016519284753801634, 0.020559497749799566, 0.020150262799084332, 0.025324096862884348, 0.026148694876005886, 0.02044798491240849, 0.013808932853798148, 0.01942062198798235, 0.019119625780569062, 0.023392832633558718, 0.024091541489987062, 0.028361906214945484, 0.02860839927478069, 0.02482652972871083, 0.022543834098407135, 0.014032629877417935, 0.012054448304868267, 0.016357829753433566, 0.014757066113737562, 0.018679449715819734, 0.018232042086109287, 0.02147572898882577, 0.02128374715470324]
04/12/23 01:14:16| DEBUG [step 0.125] best score = 0.01045160 [took 143.683s]
04/12/23 01:16:14| DEBUG sorted_scores_idx = array([46, 66, 55, 13, 32, 0, 12, 64, 34, 17, 1, 23, 48, 3, 10, 16, 4,
6, 52, 2, 20, 15, 49, 8, 41, 9, 5, 26, 14, 67, 25, 18, 21, 30,
24, 27, 29, 11, 61, 62, 7, 53, 33, 40, 22, 28, 19, 51, 31, 36, 37,
42, 35, 38, 58, 39, 60, 43, 59, 50, 44, 54, 45, 47, 56, 57, 69, 65,
68, 63])
04/12/23 01:16:14| DEBUG scores = [0.013506514707985114, 0.01442667050398571, 0.019874890979317713, 0.015036290731523285, 0.0163333633299544, 0.022855968116602593, 0.01795683446195668, 0.02926365873913065, 0.021478495937862486, 0.022027734724964568, 0.015413567227699576, 0.02783281569739502, 0.014088334743091332, 0.01235824332833259, 0.022974624511932516, 0.0205736729382828, 0.016149073985918232, 0.014394190785836907, 0.02603188681333672, 0.03136314915677621, 0.020312907328963264, 0.026313021048662396, 0.030866864617105125, 0.014447660107103742, 0.026767003639297494, 0.025183604806336798, 0.02287416550601979, 0.027119923740613994, 0.031019778184531544, 0.02745792864649359, 0.026370777702049226, 0.031633637839345446, 0.012952591668868273, 0.03071314057148157, 0.014258270665688699, 0.03340233545926781, 0.03176007572689447, 0.03195088059347915, 0.03346135669566925, 0.03364490637538094, 0.030751989888636276, 0.0217248223824206, 0.03239234716248587, 0.03425653398699199, 0.03512450516593821, 0.035916441764634405, 0.010609189953759923, 0.03632007587139641, 0.014530498455672686, 0.021197479944787254, 0.034731325541740486, 0.03156529392848483, 0.019659238532517234, 0.029569990508601974, 0.03541154479385654, 0.0118829385805304, 0.03664517411494793, 0.03778626695953293, 0.033600417685127976, 0.034712604031046215, 0.03379821237895517, 0.028386177103599294, 0.028715059709878733, 0.03903438866816674, 0.014136495025216144, 0.03837486429334349, 0.011859832246967753, 0.024663937897618216, 0.03866990158252312, 0.03831658024346472]
04/12/23 01:16:14| DEBUG [step 0.25] best score = 0.01060919 [took 117.955s]
04/12/23 01:17:20| DEBUG sorted_scores_idx = array([25, 28, 23, 21, 16, 17, 19, 27, 26, 29, 15, 34, 14, 11, 6, 33, 20,
10, 31, 32, 13, 30, 3, 8, 4, 22, 2, 1, 18, 12, 24, 9, 5, 7,
0])
04/12/23 01:17:20| DEBUG scores = [0.029365060942721045, 0.021301435313253337, 0.017859407165322604, 0.014402102917355379, 0.016876953566926343, 0.02474260268306391, 0.011801273587192235, 0.025999383006188415, 0.015372088096726926, 0.02350256468087881, 0.012661044477720089, 0.011706959499246883, 0.021817146653087822, 0.013753633521721032, 0.01166287448364165, 0.011558560359400087, 0.010483668232391843, 0.01059035847624461, 0.021323604356155244, 0.01100054247551213, 0.012438023249191042, 0.009780810430665414, 0.01715484735832172, 0.009763497205567356, 0.022405249667863943, 0.009487641656816665, 0.011493948867653512, 0.011266486505915822, 0.009628104666354654, 0.011547889080915686, 0.014393903762371967, 0.013322971589942965, 0.01348690544879845, 0.012061603074141489, 0.0116425296199164]
04/12/23 01:17:20| DEBUG [step 0.5] best score = 0.00948764 [took 66.057s]
04/12/23 01:18:24| DEBUG sorted_scores_idx = array([14, 13, 9, 10, 12, 4, 5, 17, 8, 15, 0, 16, 1, 2, 6, 3, 7,
11])
04/12/23 01:18:24| DEBUG scores = [0.014606372282934597, 0.015205990977069732, 0.015259261530928296, 0.015760349297068255, 0.011803797097287764, 0.012217352591314942, 0.015330917477619105, 0.015927940359055384, 0.013105649797581886, 0.010760295424366384, 0.01156060256759692, 0.01750757120515553, 0.011572007493072805, 0.009834232311934768, 0.009626694539706276, 0.013997758101392158, 0.014780114580034165, 0.012309882273099594]
04/12/23 01:18:24| DEBUG [step 1.0] best score = 0.00962669 [took 64.132s]
04/12/23 01:18:24| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': ['isoft']} (score=0.00963) [took 391.9410s]
04/12/23 01:23:14| INFO bin_kde_gs finished [took 681.5185s]
04/12/23 01:23:14| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 713.5300s]
----------------------------------------------------------------------------------------------------
04/12/23 01:23:32| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 01:23:35| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 01:24:06| INFO ref finished [took 29.1334s]
04/12/23 01:30:16| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.00939) [took 368.9057s]
04/12/23 01:34:48| INFO bin_kde_gs finished [took 640.2091s]
04/12/23 01:34:48| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 672.2306s]
----------------------------------------------------------------------------------------------------
04/12/23 01:37:58| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 01:38:01| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 01:38:32| INFO ref finished [took 29.0990s]
04/12/23 01:40:55| DEBUG [step 0.1111111111111111] best score = 0.01015786 [took 141.471s]
04/12/23 01:42:26| DEBUG [step 0.3333333333333333] best score = 0.00955716 [took 91.088s]
04/12/23 01:43:30| DEBUG [step 1.0] best score = 0.01156060 [took 64.134s]
04/12/23 01:43:30| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': None} (score=0.01156) [took 296.7964s]
04/12/23 01:48:32| INFO bin_kde_gs finished [took 598.5847s]
04/12/23 01:48:32| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 630.4409s]
----------------------------------------------------------------------------------------------------
04/12/23 01:49:22| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 01:49:26| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 01:49:57| INFO ref finished [took 28.9632s]
----------------------------------------------------------------------------------------------------
04/12/23 02:04:17| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 02:04:20| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 02:04:51| INFO ref finished [took 28.9117s]
04/12/23 02:11:59| DEBUG [step 0.03703703703703703] best score = 0.01189100 [took 426.753s]
04/12/23 02:15:46| DEBUG [step 0.1111111111111111] best score = 0.01141338 [took 227.677s]
04/12/23 02:17:10| DEBUG [step 0.3333333333333333] best score = 0.01007941 [took 83.816s]
04/12/23 02:18:22| DEBUG [step 1.0] best score = 0.01002339 [took 71.952s]
04/12/23 02:18:22| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.06999999999999999, 'confidence': ['isoft']} (score=0.01002) [took 810.3019s]
04/12/23 02:23:21| INFO bin_kde_gs finished [took 1108.6665s]
04/12/23 02:23:21| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 1140.1512s]
----------------------------------------------------------------------------------------------------
04/12/23 02:31:00| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 02:31:04| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 02:31:35| INFO ref finished [took 28.9709s]
04/12/23 02:31:35| DEBUG batch_size = 11
04/12/23 02:32:23| DEBUG [iter 0] best score = 0.01076030 [took 47.161s]
04/12/23 02:32:58| DEBUG [iter 1] best score = 0.01519444 [took 35.191s]
04/12/23 02:32:58| WARNING Method bin_kde_gs failed. Exception: local variable '_iter_from_improv' referenced before assignment
04/12/23 02:32:58| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 114.2195s]
----------------------------------------------------------------------------------------------------
04/12/23 02:33:39| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 02:33:43| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 02:34:14| INFO ref finished [took 29.3592s]
04/12/23 02:34:15| DEBUG batch_size = 11
04/12/23 02:35:02| DEBUG [iter 0] best score = 0.01076030 [took 47.491s]
04/12/23 02:35:37| DEBUG [iter 1] best score = 0.01519444 [took 35.124s]
04/12/23 02:36:14| DEBUG [iter 2] best score = 0.01199583 [took 36.431s]
04/12/23 02:36:56| DEBUG [iter 3] best score = 0.01193761 [took 41.733s]
04/12/23 02:37:39| DEBUG [iter 4] best score = 0.00962002 [took 43.625s]
04/12/23 02:38:19| DEBUG [iter 5] best score = 0.01210373 [took 39.770s]
04/12/23 02:38:50| DEBUG [iter 6] best score = 0.01186543 [took 30.948s]
04/12/23 02:39:24| DEBUG [iter 7] best score = 0.01149941 [took 34.476s]
04/12/23 02:40:07| DEBUG [iter 8] best score = 0.00952915 [took 42.107s]
04/12/23 02:40:07| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} (score=0.00953) [took 351.8096s]
04/12/23 02:44:36| INFO bin_kde_gs finished [took 621.2505s]
04/12/23 02:44:36| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 653.2874s]
----------------------------------------------------------------------------------------------------
04/12/23 03:04:41| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 03:04:45| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 03:05:15| INFO ref finished [took 27.9019s]
04/12/23 03:05:16| DEBUG batch_size = 22
04/12/23 03:06:33| DEBUG [iter 0] best score = 0.01076030 [took 76.862s]
04/12/23 03:07:42| DEBUG [iter 1] best score = 0.01193761 [took 69.801s]
04/12/23 03:08:57| DEBUG [iter 2] best score = 0.00962002 [took 74.390s]
04/12/23 03:09:55| DEBUG [iter 3] best score = 0.01149941 [took 58.538s]
04/12/23 03:11:05| DEBUG [iter 4] best score = 0.00952915 [took 69.909s]
04/12/23 03:12:14| DEBUG [iter 5] best score = 0.01015591 [took 68.859s]
04/12/23 03:13:21| DEBUG [iter 6] best score = 0.01014406 [took 67.375s]
04/12/23 03:13:22| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} (score=0.00953) [took 485.8408s]
04/12/23 03:17:51| INFO bin_kde_gs finished [took 755.1712s]
04/12/23 03:17:51| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 785.9886s]
----------------------------------------------------------------------------------------------------
04/12/23 03:18:25| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 03:18:28| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 03:18:59| INFO ref finished [took 28.6478s]
04/12/23 03:19:00| DEBUG batch_size = 22
04/12/23 03:22:10| DEBUG [iter 0] best score = 0.01076229 [took 190.645s]
04/12/23 03:25:06| DEBUG [iter 1] best score = 0.01153586 [took 175.200s]
04/12/23 03:28:10| DEBUG [iter 2] best score = 0.00906249 [took 184.014s]
04/12/23 03:30:32| DEBUG [iter 3] best score = 0.00985135 [took 142.187s]
04/12/23 03:33:44| DEBUG [iter 4] best score = 0.00831166 [took 192.417s]
04/12/23 03:36:35| DEBUG [iter 5] best score = 0.00861926 [took 171.177s]
04/12/23 03:39:15| DEBUG [iter 6] best score = 0.01129063 [took 159.731s]
04/12/23 03:41:30| DEBUG [iter 7] best score = 0.00976135 [took 135.215s]
04/12/23 03:44:24| DEBUG [iter 8] best score = 0.00879464 [took 174.065s]
04/12/23 03:44:24| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.03, 'confidence': None} (score=0.00831) [took 1524.7582s]
04/12/23 03:50:34| INFO mul_kde_gs finished [took 1894.1123s]
04/12/23 03:50:34| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 1925.4244s]
----------------------------------------------------------------------------------------------------
04/12/23 03:59:01| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 03:59:04| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 03:59:35| INFO ref finished [took 28.6803s]
04/12/23 03:59:36| DEBUG batch_size = 11
04/12/23 04:01:29| DEBUG [iter 0] best score = 0.01076229 [took 113.153s]
04/12/23 04:03:02| DEBUG [iter 1] best score = 0.01134210 [took 92.587s]
04/12/23 04:04:40| DEBUG [iter 2] best score = 0.01198470 [took 98.129s]
04/12/23 04:06:29| DEBUG [iter 3] best score = 0.01153586 [took 108.873s]
04/12/23 04:08:18| DEBUG [iter 4] best score = 0.00906249 [took 109.378s]
04/12/23 04:10:05| DEBUG [iter 5] best score = 0.01148134 [took 107.355s]
04/12/23 04:11:22| DEBUG [iter 6] best score = 0.00985135 [took 76.762s]
04/12/23 04:12:53| DEBUG [iter 7] best score = 0.01071009 [took 90.847s]
04/12/23 04:14:57| DEBUG [iter 8] best score = 0.00920549 [took 124.632s]
04/12/23 04:14:58| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.03, 'confidence': ['isoft']} (score=0.00906) [took 921.8315s]
04/12/23 04:20:30| INFO mul_kde_gs finished [took 1254.1793s]
04/12/23 04:20:30| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 1285.6674s]
----------------------------------------------------------------------------------------------------
04/12/23 11:14:45| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 11:14:49| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 11:15:20| INFO ref finished [took 29.1956s]
04/12/23 11:44:39| DEBUG [step 0.03703703703703703] best score = 0.01172352 [took 1758.342s]
04/12/23 12:02:17| DEBUG [step 0.1111111111111111] best score = 0.00887864 [took 1057.856s]
04/12/23 12:09:37| DEBUG [step 0.3333333333333333] best score = 0.00879205 [took 440.370s]
04/12/23 12:13:17| DEBUG [step 1.0] best score = 0.00855067 [took 219.282s]
04/12/23 12:13:17| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.06999999999999999, 'confidence': None} (score=0.00855) [took 3475.9649s]
04/12/23 12:21:49| INFO mul_kde_gs finished [took 3988.7107s]
04/12/23 12:21:49| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 4020.6990s]
----------------------------------------------------------------------------------------------------
04/12/23 12:28:46| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 12:28:49| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 12:29:20| INFO ref finished [took 28.5183s]
----------------------------------------------------------------------------------------------------
04/12/23 13:11:56| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 13:11:59| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 13:12:30| INFO ref finished [took 29.0423s]
04/12/23 13:12:31| DEBUG batch_size = 11
04/12/23 13:12:32| WARNING Method bin_kde_gs failed. Exception: sklearn.base.BaseEstimator.set_params() argument after ** must be a mapping, not str
04/12/23 13:12:32| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 33.2553s]
----------------------------------------------------------------------------------------------------
04/12/23 13:17:33| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 13:17:37| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 13:18:08| INFO ref finished [took 29.1127s]
04/12/23 13:18:09| DEBUG batch_size = 11
04/12/23 13:18:10| WARNING Method bin_kde_gs failed. Exception: sklearn.base.BaseEstimator.set_params() argument after ** must be a mapping, not str
04/12/23 13:18:10| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 33.1964s]
----------------------------------------------------------------------------------------------------
04/12/23 13:18:37| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 13:18:40| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 13:19:10| INFO ref finished [took 28.4630s]
04/12/23 13:19:11| DEBUG batch_size = 11
04/12/23 13:19:49| WARNING Method bin_kde_gs failed. Exception: only integer scalar arrays can be converted to a scalar index
04/12/23 13:19:49| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 68.7640s]
----------------------------------------------------------------------------------------------------
04/12/23 13:23:06| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 13:23:09| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 13:23:40| INFO ref finished [took 29.1152s]
04/12/23 13:23:41| DEBUG batch_size = 11
04/12/23 13:24:18| DEBUG [iter=0,size=11] best score = 0.00972917; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 37.218s]
04/12/23 13:24:42| DEBUG [iter=1,size=11] best score = 0.04728818; best param = {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 23.390s]
04/12/23 13:25:06| DEBUG [iter=2,size=11] best score = 0.05889500; best param = {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.0575, 'confidence': None} [took 23.917s]
04/12/23 13:25:29| DEBUG [iter=3,size=11] best score = 0.05736500; best param = {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.105, 'confidence': None} [took 23.413s]
04/12/23 13:25:53| DEBUG [iter=4,size=11] best score = 0.05677500; best param = {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.15250000000000002, 'confidence': None} [took 23.363s]
04/12/23 13:26:16| DEBUG [iter=5,size=11] best score = 0.02947433; best param = {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 23.246s]
04/12/23 13:26:36| DEBUG [iter=6,size=11] best score = 0.01552989; best param = {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 19.853s]
04/12/23 13:26:58| DEBUG [iter=7,size=11] best score = 0.03440108; best param = {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': ['isoft']} [took 22.721s]
04/12/23 13:27:21| DEBUG [iter=8,size=11] best score = 0.04907742; best param = {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.105, 'confidence': ['isoft']} [took 22.678s]
04/12/23 13:27:44| DEBUG [iter=9,size=11] best score = 0.05390910; best param = {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.15250000000000002, 'confidence': ['isoft']} [took 22.810s]
04/12/23 13:28:07| DEBUG [iter=10,size=11] best score = 0.05613112; best param = {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.2, 'confidence': ['isoft']} [took 22.736s]
04/12/23 13:28:31| DEBUG [iter=11,size=11] best score = 0.01468631; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 24.249s]
04/12/23 13:28:56| DEBUG [iter=12,size=11] best score = 0.04529725; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.0575, 'confidence': ['isoft']} [took 24.929s]
04/12/23 13:29:20| DEBUG [iter=13,size=11] best score = 0.05579906; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.105, 'confidence': ['isoft']} [took 23.910s]
04/12/23 13:29:45| DEBUG [iter=14,size=11] best score = 0.06002000; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.15250000000000002, 'confidence': None} [took 25.215s]
04/12/23 13:30:09| DEBUG [iter=15,size=11] best score = 0.01306119; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 24.305s]
04/12/23 13:30:32| DEBUG [iter=16,size=11] best score = 0.01158551; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 23.010s]
04/12/23 13:30:57| DEBUG [iter=17,size=11] best score = 0.01082179; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': ['isoft']} [took 24.966s]
04/12/23 13:31:22| DEBUG [iter=18,size=11] best score = 0.01408230; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.105, 'confidence': ['isoft']} [took 24.710s]
04/12/23 13:31:46| DEBUG [iter=19,size=11] best score = 0.02476863; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.15250000000000002, 'confidence': ['isoft']} [took 23.819s]
04/12/23 13:32:10| DEBUG [iter=20,size=11] best score = 0.01255207; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} [took 23.902s]
04/12/23 13:32:36| DEBUG [iter=21,size=11] best score = 0.01028801; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 26.322s]
----------------------------------------------------------------------------------------------------
04/12/23 13:34:37| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 13:34:40| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 13:35:12| INFO ref finished [took 29.4386s]
04/12/23 13:35:13| DEBUG batch_size = 11
04/12/23 13:35:13| DEBUG 129
04/12/23 13:35:51| DEBUG [iter=0,size=11] best score = 0.00972917; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 37.921s]
04/12/23 13:35:51| DEBUG 128
04/12/23 13:36:14| DEBUG [iter=1,size=11] best score = 0.04728818; best param = {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 23.114s]
04/12/23 13:36:14| DEBUG 127
04/12/23 13:36:37| DEBUG [iter=2,size=11] best score = 0.05889500; best param = {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.0575, 'confidence': None} [took 23.526s]
04/12/23 13:36:37| DEBUG 126
----------------------------------------------------------------------------------------------------
04/12/23 13:38:58| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 13:39:01| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 13:39:31| INFO ref finished [took 28.2421s]
04/12/23 13:39:32| DEBUG batch_size = 11
04/12/23 13:39:32| DEBUG 129
04/12/23 13:40:10| DEBUG [iter=0,size=11] best score = 0.00972917; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 37.580s]
04/12/23 13:40:10| DEBUG _min_pd_len=11
04/12/23 13:40:10| DEBUG 118
04/12/23 13:40:53| DEBUG [iter=1,size=11] best score = 0.00952915; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 43.268s]
04/12/23 13:40:53| DEBUG _min_pd_len=6
04/12/23 13:40:53| DEBUG 112
04/12/23 13:41:24| DEBUG [iter=2,size=6] best score = 0.00939260; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 30.503s]
04/12/23 13:41:24| DEBUG _min_pd_len=8
04/12/23 13:41:24| DEBUG 104
04/12/23 13:41:56| DEBUG [iter=3,size=8] best score = 0.01299550; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 32.058s]
04/12/23 13:41:56| DEBUG _min_pd_len=5
04/12/23 13:41:56| DEBUG 99
04/12/23 13:42:26| DEBUG [iter=4,size=5] best score = 0.01171423; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} [took 30.300s]
04/12/23 13:42:26| DEBUG _min_pd_len=9
04/12/23 13:42:26| DEBUG 90
04/12/23 13:43:02| DEBUG [iter=5,size=9] best score = 0.00972241; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 35.843s]
04/12/23 13:43:02| DEBUG _min_pd_len=8
04/12/23 13:43:02| DEBUG 82
04/12/23 13:43:34| DEBUG [iter=6,size=8] best score = 0.01028801; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 31.748s]
04/12/23 13:43:34| DEBUG _min_pd_len=3
04/12/23 13:43:34| DEBUG 79
04/12/23 13:43:51| DEBUG [iter=7,size=3] best score = 0.01746385; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.0575, 'confidence': ['isoft']} [took 17.526s]
04/12/23 13:43:51| DEBUG _min_pd_len=7
04/12/23 13:43:51| DEBUG 72
04/12/23 13:44:17| DEBUG [iter=8,size=7] best score = 0.01099906; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': ['isoft']} [took 26.025s]
04/12/23 13:44:17| DEBUG _min_pd_len=7
04/12/23 13:44:17| DEBUG 65
04/12/23 13:44:42| DEBUG [iter=9,size=7] best score = 0.00962669; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': ['isoft']} [took 24.939s]
04/12/23 13:44:42| DEBUG _min_pd_len=4
04/12/23 13:44:42| DEBUG 61
04/12/23 13:45:03| DEBUG [iter=10,size=4] best score = 0.00983423; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': None} [took 20.425s]
04/12/23 13:45:03| DEBUG _min_pd_len=7
04/12/23 13:45:03| DEBUG 54
04/12/23 13:45:31| DEBUG [iter=11,size=7] best score = 0.01221735; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.105, 'confidence': None} [took 28.334s]
04/12/23 13:45:31| DEBUG _min_pd_len=5
04/12/23 13:45:31| DEBUG 49
04/12/23 13:45:56| DEBUG [iter=12,size=5] best score = 0.01305249; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.105, 'confidence': None} [took 24.914s]
04/12/23 13:45:56| DEBUG _min_pd_len=3
04/12/23 13:45:56| DEBUG 46
04/12/23 13:46:14| DEBUG [iter=13,size=3] best score = 0.01852107; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.15250000000000002, 'confidence': None} [took 18.216s]
04/12/23 13:46:14| DEBUG _min_pd_len=4
04/12/23 13:46:14| DEBUG 42
----------------------------------------------------------------------------------------------------
04/12/23 13:46:18| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 13:46:22| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 13:46:53| INFO ref finished [took 29.1766s]
04/12/23 13:46:54| DEBUG batch_size = 11
04/12/23 13:46:54| DEBUG 129
04/12/23 13:47:31| DEBUG [iter=0,size=11] best score = 0.00972917; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 37.322s]
04/12/23 13:47:31| DEBUG _min_pd_len=11
04/12/23 13:47:31| DEBUG 118
04/12/23 13:48:15| DEBUG [iter=1,size=11] best score = 0.00952915; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 43.482s]
04/12/23 13:48:15| DEBUG _min_pd_len=6
04/12/23 13:48:15| DEBUG 107
04/12/23 13:49:00| DEBUG [iter=2,size=11] best score = 0.00939260; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 44.788s]
04/12/23 13:49:00| DEBUG _min_pd_len=7
04/12/23 13:49:00| DEBUG 96
04/12/23 13:49:38| DEBUG [iter=3,size=11] best score = 0.01299550; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 38.653s]
04/12/23 13:49:38| DEBUG _min_pd_len=4
04/12/23 13:49:38| DEBUG 85
04/12/23 13:50:18| DEBUG [iter=4,size=11] best score = 0.00983423; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': None} [took 39.443s]
04/12/23 13:50:18| DEBUG _min_pd_len=7
04/12/23 13:50:18| DEBUG 74
----------------------------------------------------------------------------------------------------
04/12/23 13:50:37| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 13:50:41| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 13:51:12| INFO ref finished [took 29.4522s]
04/12/23 13:51:13| DEBUG batch_size = 11
04/12/23 13:51:13| DEBUG 129
04/12/23 13:51:50| DEBUG [iter=0,size=11] best score = 0.00972917; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 36.937s]
04/12/23 13:51:50| DEBUG _min_pd_len=53
04/12/23 13:51:50| DEBUG 76
04/12/23 13:54:34| DEBUG [iter=1,size=53] best score = 0.00939260; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 163.722s]
04/12/23 13:54:34| DEBUG _min_pd_len=33
04/12/23 13:54:34| DEBUG 43
04/12/23 13:56:08| DEBUG [iter=2,size=33] best score = 0.00983423; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': None} [took 94.488s]
04/12/23 13:56:08| DEBUG _min_pd_len=9
04/12/23 13:56:08| DEBUG 32
04/12/23 13:56:43| DEBUG [iter=3,size=11] best score = 0.01310565; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.0575, 'confidence': ['isoft']} [took 34.340s]
04/12/23 13:56:43| DEBUG _min_pd_len=20
04/12/23 13:56:43| DEBUG 12
04/12/23 13:57:47| DEBUG [iter=4,size=20] best score = 0.01535565; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.0575, 'confidence': ['isoft']} [took 64.602s]
04/12/23 13:57:47| DEBUG _min_pd_len=0
04/12/23 13:57:47| DEBUG 1
04/12/23 13:58:23| DEBUG [iter=5,size=11] best score = 0.02438625; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.105, 'confidence': None} [took 35.907s]
04/12/23 13:58:23| DEBUG _min_pd_len=1
04/12/23 13:58:23| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.00939) [took 430.1089s]
----------------------------------------------------------------------------------------------------
04/12/23 13:59:24| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 13:59:27| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 13:59:59| INFO ref finished [took 29.4114s]
04/12/23 14:00:00| DEBUG batch_size = 11
04/12/23 14:00:00| DEBUG 549
04/12/23 14:00:47| DEBUG [iter=0,size=11] best score = 0.01076030; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 47.409s]
04/12/23 14:00:47| DEBUG _min_pd_len=27
04/12/23 14:00:47| DEBUG 522
04/12/23 14:02:39| DEBUG [iter=1,size=27] best score = 0.00939260; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 112.074s]
04/12/23 14:02:39| DEBUG _min_pd_len=21
04/12/23 14:02:39| DEBUG 501
04/12/23 14:04:09| DEBUG [iter=2,size=21] best score = 0.00927255; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': None} [took 89.369s]
04/12/23 14:04:09| DEBUG _min_pd_len=7
04/12/23 14:04:09| DEBUG 490
04/12/23 14:04:47| DEBUG [iter=3,size=11] best score = 0.00966141; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} [took 38.552s]
04/12/23 14:04:47| DEBUG _min_pd_len=22
04/12/23 14:04:47| DEBUG 468
04/12/23 14:06:19| DEBUG [iter=4,size=22] best score = 0.00963704; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} [took 91.372s]
04/12/23 14:06:19| DEBUG _min_pd_len=20
04/12/23 14:06:19| DEBUG 448
04/12/23 14:07:21| DEBUG [iter=5,size=20] best score = 0.00954800; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.05, 'confidence': ['isoft']} [took 62.708s]
04/12/23 14:07:21| DEBUG _min_pd_len=7
04/12/23 14:07:21| DEBUG 437
04/12/23 14:07:56| DEBUG [iter=6,size=11] best score = 0.00971300; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.05, 'confidence': None} [took 35.034s]
04/12/23 14:07:56| DEBUG _min_pd_len=22
04/12/23 14:07:56| DEBUG 415
04/12/23 14:08:58| DEBUG [iter=7,size=22] best score = 0.00969641; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.04, 'confidence': None} [took 61.995s]
04/12/23 14:08:58| DEBUG _min_pd_len=5
04/12/23 14:08:58| DEBUG 404
04/12/23 14:09:31| DEBUG [iter=8,size=11] best score = 0.00985754; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.04, 'confidence': None} [took 32.852s]
04/12/23 14:09:31| DEBUG _min_pd_len=17
04/12/23 14:09:31| DEBUG 387
04/12/23 14:10:18| DEBUG [iter=9,size=17] best score = 0.00984265; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.03, 'confidence': None} [took 47.201s]
04/12/23 14:10:18| DEBUG _min_pd_len=5
04/12/23 14:10:18| DEBUG 376
04/12/23 14:10:48| DEBUG [iter=10,size=11] best score = 0.00997422; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.02, 'confidence': None} [took 29.291s]
04/12/23 14:10:48| DEBUG _min_pd_len=22
04/12/23 14:10:48| DEBUG 354
04/12/23 14:11:44| DEBUG [iter=11,size=22] best score = 0.01020734; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} [took 56.648s]
04/12/23 14:11:44| DEBUG _min_pd_len=23
04/12/23 14:11:44| DEBUG 331
04/12/23 14:12:46| DEBUG [iter=12,size=23] best score = 0.01028801; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 61.766s]
04/12/23 14:12:46| DEBUG _min_pd_len=7
04/12/23 14:12:46| DEBUG 320
04/12/23 14:13:22| DEBUG [iter=13,size=11] best score = 0.00972241; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 35.848s]
04/12/23 14:13:22| DEBUG _min_pd_len=19
04/12/23 14:13:22| DEBUG 301
04/12/23 14:15:01| DEBUG [iter=14,size=19] best score = 0.01171423; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} [took 99.184s]
04/12/23 14:15:01| DEBUG _min_pd_len=19
04/12/23 14:15:01| DEBUG 282
04/12/23 14:16:30| DEBUG [iter=15,size=19] best score = 0.01582141; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} [took 88.749s]
04/12/23 14:16:30| DEBUG _min_pd_len=11
04/12/23 14:16:30| DEBUG 271
04/12/23 14:17:03| DEBUG [iter=16,size=11] best score = 0.01446370; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.060000000000000005, 'confidence': None} [took 33.074s]
04/12/23 14:17:03| DEBUG _min_pd_len=5
04/12/23 14:17:03| DEBUG 260
04/12/23 14:17:43| DEBUG [iter=17,size=11] best score = 0.01307169; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.04, 'confidence': None} [took 40.201s]
04/12/23 14:17:43| DEBUG _min_pd_len=15
04/12/23 14:17:43| DEBUG 245
04/12/23 14:18:55| DEBUG [iter=18,size=15] best score = 0.01154013; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.03, 'confidence': None} [took 71.881s]
04/12/23 14:18:55| DEBUG _min_pd_len=4
04/12/23 14:18:55| DEBUG 234
04/12/23 14:19:33| DEBUG [iter=19,size=11] best score = 0.01053118; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.03, 'confidence': ['isoft']} [took 37.544s]
04/12/23 14:19:33| DEBUG _min_pd_len=18
04/12/23 14:19:33| DEBUG 216
04/12/23 14:20:44| DEBUG [iter=20,size=18] best score = 0.01396782; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.05, 'confidence': ['isoft']} [took 71.151s]
04/12/23 14:20:44| DEBUG _min_pd_len=2
04/12/23 14:20:44| DEBUG 205
04/12/23 14:21:18| DEBUG [iter=21,size=11] best score = 0.02363495; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.08, 'confidence': ['isoft']} [took 34.746s]
04/12/23 14:21:18| DEBUG _min_pd_len=15
04/12/23 14:21:18| DEBUG 190
04/12/23 14:22:37| DEBUG [iter=22,size=15] best score = 0.01732266; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.08, 'confidence': ['isoft']} [took 78.653s]
04/12/23 14:22:37| DEBUG _min_pd_len=19
04/12/23 14:22:37| DEBUG 171
04/12/23 14:24:00| DEBUG [iter=23,size=19] best score = 0.01155584; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.08, 'confidence': ['isoft']} [took 83.096s]
04/12/23 14:24:00| DEBUG _min_pd_len=12
04/12/23 14:24:00| DEBUG 159
04/12/23 14:24:42| DEBUG [iter=24,size=12] best score = 0.01130407; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.06999999999999999, 'confidence': ['isoft']} [took 41.316s]
04/12/23 14:24:42| DEBUG _min_pd_len=3
04/12/23 14:24:42| DEBUG 148
04/12/23 14:25:10| DEBUG [iter=25,size=11] best score = 0.01133298; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.06999999999999999, 'confidence': ['isoft']} [took 28.239s]
04/12/23 14:25:10| DEBUG _min_pd_len=13
04/12/23 14:25:10| DEBUG 135
04/12/23 14:25:47| DEBUG [iter=26,size=13] best score = 0.01051948; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.04, 'confidence': ['isoft']} [took 36.970s]
04/12/23 14:25:47| DEBUG _min_pd_len=3
04/12/23 14:25:47| DEBUG 124
04/12/23 14:26:20| DEBUG [iter=27,size=11] best score = 0.01210373; best param = {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.03, 'confidence': ['isoft']} [took 33.248s]
04/12/23 14:26:20| DEBUG _min_pd_len=7
04/12/23 14:26:20| DEBUG 113
04/12/23 14:26:43| DEBUG [iter=28,size=11] best score = 0.04649167; best param = {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.09, 'confidence': ['isoft']} [took 22.839s]
04/12/23 14:26:43| DEBUG _min_pd_len=2
04/12/23 14:26:43| DEBUG 102
04/12/23 14:27:12| DEBUG [iter=29,size=11] best score = 0.01982030; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.09, 'confidence': ['isoft']} [took 29.333s]
04/12/23 14:27:12| DEBUG _min_pd_len=10
04/12/23 14:27:12| DEBUG 91
04/12/23 14:28:09| DEBUG [iter=30,size=11] best score = 0.01936862; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.09, 'confidence': None} [took 56.443s]
04/12/23 14:28:09| DEBUG _min_pd_len=13
04/12/23 14:28:09| DEBUG 78
04/12/23 14:29:20| DEBUG [iter=31,size=13] best score = 0.01823377; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.06999999999999999, 'confidence': None} [took 71.363s]
04/12/23 14:29:20| DEBUG _min_pd_len=0
04/12/23 14:29:20| DEBUG 67
04/12/23 14:29:49| DEBUG [iter=32,size=11] best score = 0.02120722; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': None} [took 29.492s]
04/12/23 14:29:49| DEBUG _min_pd_len=0
04/12/23 14:29:49| DEBUG 56
04/12/23 14:30:13| DEBUG [iter=33,size=11] best score = 0.05961249; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.05, 'confidence': None} [took 23.722s]
04/12/23 14:30:13| DEBUG _min_pd_len=2
04/12/23 14:30:13| DEBUG 45
04/12/23 14:30:45| DEBUG [iter=34,size=11] best score = 0.02534662; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.11, 'confidence': None} [took 31.490s]
04/12/23 14:30:45| DEBUG _min_pd_len=9
04/12/23 14:30:45| DEBUG 34
04/12/23 14:32:23| DEBUG [iter=35,size=11] best score = 0.02601183; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.12, 'confidence': None} [took 97.832s]
04/12/23 14:32:23| DEBUG _min_pd_len=1
04/12/23 14:32:23| DEBUG 23
----------------------------------------------------------------------------------------------------
04/12/23 14:59:01| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 14:59:04| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 14:59:35| INFO ref finished [took 28.8714s]
04/12/23 15:23:27| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': None} (score=0.00927) [took 1431.2353s]
04/12/23 15:28:10| INFO bin_kde_gs finished [took 1713.5652s]
04/12/23 15:28:10| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 1745.2846s]
----------------------------------------------------------------------------------------------------
04/12/23 16:05:05| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 16:05:08| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
----------------------------------------------------------------------------------------------------
04/12/23 16:05:27| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 16:05:30| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 16:06:05| INFO ref finished [took 32.7335s]
04/12/23 16:06:06| DEBUG batch_size = 11
04/12/23 16:06:06| DEBUG len(_hyper_remaining)=24
04/12/23 16:06:47| DEBUG [iter=0,size=11] best score = 0.01075536; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} [took 41.021s]
04/12/23 16:06:47| DEBUG _min_pd_len=4
04/12/23 16:06:47| DEBUG len(_hyper_remaining)=13
04/12/23 16:07:30| DEBUG [iter=1,size=11] best score = 0.01171423; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} [took 43.311s]
04/12/23 16:07:30| DEBUG _min_pd_len=2
04/12/23 16:07:30| DEBUG len(_hyper_remaining)=2
04/12/23 16:08:02| DEBUG [iter=2,size=11] best score = 0.02594594; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.15250000000000002, 'confidence': None} [took 31.534s]
04/12/23 16:08:02| DEBUG _min_pd_len=0
04/12/23 16:08:02| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01076) [took 115.9826s]
----------------------------------------------------------------------------------------------------
04/12/23 16:09:23| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 16:09:27| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 16:10:02| INFO ref finished [took 33.7756s]
04/12/23 16:10:03| DEBUG batch_size = 11
04/12/23 16:10:03| DEBUG len(_hyper_remaining)=129
04/12/23 16:10:40| DEBUG [iter=0,size=11] best score = 0.00972917; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 36.636s]
04/12/23 16:10:40| DEBUG _min_pd_len=11
04/12/23 16:10:40| DEBUG len(_hyper_remaining)=118
04/12/23 16:11:24| DEBUG [iter=1,size=11] best score = 0.00952915; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 44.356s]
04/12/23 16:11:24| DEBUG _min_pd_len=6
04/12/23 16:11:24| DEBUG len(_hyper_remaining)=107
04/12/23 16:12:07| DEBUG [iter=2,size=11] best score = 0.00939260; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 43.306s]
04/12/23 16:12:07| DEBUG _min_pd_len=7
04/12/23 16:12:07| DEBUG len(_hyper_remaining)=96
04/12/23 16:12:46| DEBUG [iter=3,size=11] best score = 0.01299550; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 38.251s]
04/12/23 16:12:46| DEBUG _min_pd_len=4
04/12/23 16:12:46| DEBUG len(_hyper_remaining)=85
04/12/23 16:13:25| DEBUG [iter=4,size=11] best score = 0.00983423; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': None} [took 39.047s]
04/12/23 16:13:25| DEBUG _min_pd_len=7
04/12/23 16:13:25| DEBUG len(_hyper_remaining)=74
04/12/23 16:13:57| DEBUG [iter=5,size=11] best score = 0.00962669; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': ['isoft']} [took 32.291s]
04/12/23 16:13:57| DEBUG _min_pd_len=6
04/12/23 16:13:57| DEBUG len(_hyper_remaining)=63
04/12/23 16:14:30| DEBUG [iter=6,size=11] best score = 0.01082179; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': ['isoft']} [took 33.320s]
04/12/23 16:14:30| DEBUG _min_pd_len=0
04/12/23 16:14:30| DEBUG len(_hyper_remaining)=52
04/12/23 16:15:00| DEBUG [iter=7,size=11] best score = 0.01230988; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.105, 'confidence': ['isoft']} [took 29.614s]
04/12/23 16:15:00| DEBUG _min_pd_len=0
04/12/23 16:15:00| DEBUG len(_hyper_remaining)=41
04/12/23 16:15:36| DEBUG [iter=8,size=11] best score = 0.01028801; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 36.181s]
04/12/23 16:15:36| DEBUG _min_pd_len=2
04/12/23 16:15:36| DEBUG len(_hyper_remaining)=30
04/12/23 16:16:23| DEBUG [iter=9,size=11] best score = 0.00972241; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 46.686s]
04/12/23 16:16:23| DEBUG _min_pd_len=1
04/12/23 16:16:23| DEBUG len(_hyper_remaining)=19
04/12/23 16:17:03| DEBUG [iter=10,size=11] best score = 0.02338209; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.105, 'confidence': None} [took 40.663s]
04/12/23 16:17:03| DEBUG _min_pd_len=6
04/12/23 16:17:03| DEBUG len(_hyper_remaining)=8
04/12/23 16:17:46| DEBUG [iter=11,size=11] best score = 0.01627881; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.0575, 'confidence': None} [took 42.841s]
04/12/23 16:17:46| DEBUG _min_pd_len=0
04/12/23 16:17:46| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.00939) [took 463.3099s]
04/12/23 16:22:18| INFO bin_kde_gs finished [took 734.9857s]
04/12/23 16:22:18| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 771.2762s]
----------------------------------------------------------------------------------------------------
04/12/23 16:24:35| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 16:24:38| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 16:25:09| INFO ref finished [took 28.2222s]
04/12/23 16:25:10| DEBUG len(_hyper_remaining)=129
----------------------------------------------------------------------------------------------------
04/12/23 16:25:43| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 16:25:46| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 16:26:18| INFO ref finished [took 29.6509s]
04/12/23 16:26:19| DEBUG len(_hyper_remaining)=24
04/12/23 16:27:04| DEBUG [size=11] best score = 0.01075536; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} [took 45.385s]
04/12/23 16:27:04| DEBUG _min_pd_len=4
04/12/23 16:27:04| DEBUG len(_hyper_remaining)=13
04/12/23 16:27:50| DEBUG [size=11] best score = 0.01171423; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} [took 46.433s]
04/12/23 16:27:50| DEBUG _min_pd_len=2
04/12/23 16:27:50| DEBUG len(_hyper_remaining)=2
04/12/23 16:28:24| DEBUG [size=11] best score = 0.02594594; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.15250000000000002, 'confidence': None} [took 33.360s]
04/12/23 16:28:24| DEBUG _min_pd_len=0
04/12/23 16:28:24| DEBUG len(_hyper_remaining)=0
04/12/23 16:28:43| DEBUG [size=2] best score = 0.02426218; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.105, 'confidence': None} [took 18.972s]
04/12/23 16:28:43| DEBUG _min_pd_len=0
04/12/23 16:28:43| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01076) [took 144.2576s]
04/12/23 16:33:53| INFO bin_kde_gs finished [took 454.2733s]
04/12/23 16:33:53| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 486.6731s]
----------------------------------------------------------------------------------------------------
04/12/23 16:34:06| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 16:34:10| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 16:34:42| INFO ref finished [took 29.7996s]
04/12/23 16:35:34| DEBUG [size=11] best score = 0.01076030; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 51.253s]
04/12/23 16:37:42| DEBUG [size=27] best score = 0.00939260; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 127.987s]
04/12/23 16:39:24| DEBUG [size=21] best score = 0.00927255; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': None} [took 101.698s]
04/12/23 16:40:06| DEBUG [size=11] best score = 0.00966141; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} [took 42.150s]
----------------------------------------------------------------------------------------------------
04/12/23 16:42:07| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 16:42:11| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 16:42:42| INFO ref finished [took 29.6268s]
04/12/23 16:43:25| DEBUG [size=11] best score = 0.00972917; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 41.238s]
04/12/23 16:44:13| DEBUG [size=11] best score = 0.00952915; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 47.965s]
04/12/23 16:45:01| DEBUG [size=11] best score = 0.00939260; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 48.080s]
04/12/23 16:45:43| DEBUG [size=11] best score = 0.01299550; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 41.956s]
04/12/23 16:45:43| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.00939) [took 179.3460s]
----------------------------------------------------------------------------------------------------
04/12/23 16:46:26| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 16:46:29| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 16:47:02| INFO ref finished [took 30.3732s]
04/12/23 16:47:55| DEBUG [size=11] best score = 0.01076030; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 51.688s]
04/12/23 16:50:04| DEBUG [size=27] best score = 0.00939260; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 129.776s]
04/12/23 16:51:47| DEBUG [size=21] best score = 0.00927255; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': None} [took 102.130s]
04/12/23 16:52:29| DEBUG [size=11] best score = 0.00966141; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} [took 42.833s]
04/12/23 16:52:30| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': None} (score=0.00927) [took 326.5350s]
----------------------------------------------------------------------------------------------------
04/12/23 16:53:28| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 16:53:32| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 16:54:04| INFO ref finished [took 29.7904s]
04/12/23 16:56:07| DEBUG [size=11] best score = 0.01076229; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 121.793s]
04/12/23 16:59:12| DEBUG [size=26] best score = 0.00924771; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': None} [took 184.726s]
04/12/23 17:02:37| DEBUG [size=26] best score = 0.00829794; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': None} [took 204.889s]
04/12/23 17:06:58| DEBUG [size=20] best score = 0.00805111; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': None} [took 261.259s]
04/12/23 17:08:32| DEBUG [size=11] best score = 0.00905197; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} [took 94.310s]
04/12/23 17:08:32| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': None} (score=0.00805) [took 867.0839s]
04/12/23 17:14:35| INFO mul_kde_gs finished [took 1229.2690s]
04/12/23 17:14:35| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 1262.4235s]
----------------------------------------------------------------------------------------------------
04/12/23 19:10:30| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 19:10:34| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 19:11:05| INFO ref finished [took 29.5641s]
04/12/23 19:14:33| DEBUG [size=22] best score = 0.01076229; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 207.207s]
04/12/23 19:17:29| DEBUG [size=26] best score = 0.00924771; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': None} [took 175.591s]
04/12/23 19:20:52| DEBUG [size=26] best score = 0.00829794; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': None} [took 203.265s]
04/12/23 19:25:30| DEBUG [size=22] best score = 0.00805111; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': None} [took 277.470s]
04/12/23 19:28:46| DEBUG [size=22] best score = 0.00905197; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} [took 196.481s]
04/12/23 19:28:46| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': None} (score=0.00805) [took 1060.1211s]
04/12/23 19:34:56| INFO mul_kde_gs finished [took 1429.9534s]
04/12/23 19:34:56| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 1462.4419s]
----------------------------------------------------------------------------------------------------
04/12/23 20:04:58| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 20:05:02| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 20:05:33| INFO ref finished [took 29.6333s]
04/12/23 20:07:40| DEBUG [size=11] best score = 0.01076229; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 125.855s]
04/12/23 20:29:29| DEBUG [size=191] best score = 0.00829794; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': None} [took 1308.849s]
----------------------------------------------------------------------------------------------------
04/12/23 20:49:59| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 20:50:03| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 20:50:36| INFO ref finished [took 30.1334s]
04/12/23 20:52:13| DEBUG [size=11] best score = 0.01443578; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 96.244s]
04/12/23 20:54:40| DEBUG [size=26] best score = 0.01203822; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 146.663s]
04/12/23 20:58:04| DEBUG [size=21] best score = 0.01098735; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 203.931s]
04/12/23 20:59:13| DEBUG [size=11] best score = 0.01007418; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 69.051s]
04/12/23 21:02:14| DEBUG [size=18] best score = 0.01093643; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} [took 181.699s]
04/12/23 21:02:15| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} (score=0.01007) [took 697.6941s]
----------------------------------------------------------------------------------------------------
04/12/23 21:02:39| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
04/12/23 21:02:43| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
04/12/23 21:03:14| INFO ref finished [took 29.3140s]
----------------------------------------------------------------------------------------------------
04/12/23 22:36:53| INFO dataset imdb_1prevs [pool size: 10]
04/12/23 22:37:00| INFO Dataset sample 0.50 of dataset imdb_1prevs started
04/12/23 22:37:10| INFO ref finished [took 8.5163s]
04/12/23 22:38:43| DEBUG [size=11] best score = 0.02170395; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 90.846s]
04/12/23 22:42:12| DEBUG [size=27] best score = 0.01524518; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 209.068s]
04/12/23 22:45:19| DEBUG [size=21] best score = 0.01507978; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} [took 186.754s]
04/12/23 22:48:27| DEBUG [size=24] best score = 0.01557248; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} [took 188.755s]
04/12/23 22:48:28| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01508) [took 675.5291s]
----------------------------------------------------------------------------------------------------
04/12/23 22:49:10| INFO dataset imdb_1prevs [pool size: 10]
04/12/23 22:49:17| INFO Dataset sample 0.50 of dataset imdb_1prevs started
04/12/23 22:49:28| INFO ref finished [took 9.0866s]
04/12/23 23:02:32| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01508) [took 781.9100s]
----------------------------------------------------------------------------------------------------
04/12/23 23:04:44| INFO dataset imdb_1prevs [pool size: 10]
04/12/23 23:04:51| INFO Dataset sample 0.50 of dataset imdb_1prevs started
04/12/23 23:05:02| INFO ref finished [took 8.9531s]
04/12/23 23:20:34| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01353) [took 930.3856s]
04/12/23 23:26:04| INFO mul_kde_gs finished [took 1260.3849s]
04/12/23 23:26:04| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 1272.8386s]
----------------------------------------------------------------------------------------------------
04/12/23 23:47:29| INFO dataset imdb_1prevs [pool size: 10]
04/12/23 23:47:36| INFO Dataset sample 0.50 of dataset imdb_1prevs started
04/12/23 23:47:47| INFO ref finished [took 8.6752s]
04/12/23 23:49:39| DEBUG [size=11] best score = 0.01523944; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 110.470s]
04/12/23 23:52:47| DEBUG [size=26] best score = 0.01465952; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 188.587s]
04/12/23 23:56:38| DEBUG [size=21] best score = 0.01398823; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} [took 230.546s]
04/12/23 23:58:13| DEBUG [size=11] best score = 0.01437900; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} [took 95.348s]
04/12/23 23:58:13| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} (score=0.01399) [took 625.0578s]
05/12/23 00:03:22| INFO mul_kde_gs finished [took 933.1236s]
05/12/23 00:03:22| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 945.3589s]
----------------------------------------------------------------------------------------------------
05/12/23 00:04:29| INFO dataset imdb_1prevs [pool size: 10]
05/12/23 00:04:35| INFO Dataset sample 0.50 of dataset imdb_1prevs started
05/12/23 00:04:46| INFO ref finished [took 8.7604s]
05/12/23 00:09:03| DEBUG [size=33] best score = 0.01437900; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} [took 255.755s]
05/12/23 00:12:42| DEBUG [size=25] best score = 0.01398823; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} [took 218.245s]
05/12/23 00:17:16| DEBUG [size=26] best score = 0.01411134; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.03, 'confidence': ['isoft']} [took 274.687s]
05/12/23 00:18:50| DEBUG [size=11] best score = 0.01433959; best param = {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.03, 'confidence': ['isoft']} [took 94.267s]
05/12/23 00:18:51| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} (score=0.01399) [took 843.0596s]
05/12/23 00:23:57| INFO mul_kde_gs finished [took 1149.3991s]
05/12/23 00:23:57| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 1161.6634s]
----------------------------------------------------------------------------------------------------
05/12/23 00:35:15| INFO dataset imdb_1prevs [pool size: 10]
05/12/23 00:35:21| INFO Dataset sample 0.50 of dataset imdb_1prevs started
05/12/23 00:35:33| INFO ref finished [took 9.2495s]
05/12/23 00:37:28| DEBUG [size=11] best score = 0.01523944; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 113.211s]
----------------------------------------------------------------------------------------------------
05/12/23 00:56:08| INFO dataset imdb_1prevs [pool size: 10]
05/12/23 00:56:15| INFO Dataset sample 0.50 of dataset imdb_1prevs started
05/12/23 00:56:26| INFO ref finished [took 9.0349s]
05/12/23 00:58:19| DEBUG [size=11] best score = 0.01523944; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 111.199s]
----------------------------------------------------------------------------------------------------
05/12/23 01:08:17| INFO dataset imdb_1prevs [pool size: 10]
05/12/23 01:08:24| INFO Dataset sample 0.50 of dataset imdb_1prevs started
05/12/23 01:08:35| INFO ref finished [took 8.8962s]
05/12/23 01:10:28| DEBUG [size=11] best score = 0.01523944; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 112.209s]
----------------------------------------------------------------------------------------------------
05/12/23 01:13:23| INFO dataset imdb_1prevs [pool size: 10]
05/12/23 01:13:29| INFO Dataset sample 0.50 of dataset imdb_1prevs started
05/12/23 01:13:40| INFO ref finished [took 8.9219s]
05/12/23 01:15:35| DEBUG [size=11] best score = 0.01523944; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 113.169s]
05/12/23 01:15:35| DEBUG _max_pd_len=110
05/12/23 01:15:35| DEBUG _max_pd_len=26
05/12/23 01:15:35| DEBUG _new_hyper_len=52
05/12/23 01:15:35| DEBUG len(_new_hyper_idx)=52
05/12/23 01:21:53| DEBUG [size=52] best score = 0.01465952; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 377.236s]
05/12/23 01:21:53| DEBUG _max_pd_len=84
05/12/23 01:21:53| DEBUG _max_pd_len=21
05/12/23 01:21:53| DEBUG _new_hyper_len=42
05/12/23 01:21:53| DEBUG len(_new_hyper_idx)=42
05/12/23 01:28:05| DEBUG [size=42] best score = 0.01398823; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} [took 372.700s]
05/12/23 01:28:05| DEBUG _max_pd_len=65
05/12/23 01:28:05| DEBUG _max_pd_len=7
05/12/23 01:28:05| DEBUG _new_hyper_len=14
05/12/23 01:28:05| DEBUG len(_new_hyper_idx)=14
05/12/23 01:30:07| DEBUG [size=14] best score = 0.01437900; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} [took 121.771s]
05/12/23 01:30:07| DEBUG _max_pd_len=110
05/12/23 01:30:07| DEBUG _max_pd_len=25
05/12/23 01:30:07| DEBUG _new_hyper_len=50
05/12/23 01:30:07| DEBUG len(_new_hyper_idx)=50
05/12/23 01:36:16| DEBUG [size=50] best score = 0.01423332; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.03, 'confidence': ['isoft']} [took 369.199s]
05/12/23 01:36:16| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} (score=0.01399) [took 1354.1983s]
05/12/23 01:41:26| INFO mul_kde_gs finished [took 1664.2248s]
05/12/23 01:41:26| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 1676.9504s]
----------------------------------------------------------------------------------------------------
05/12/23 01:45:32| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
05/12/23 01:45:36| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
05/12/23 01:46:08| INFO ref finished [took 29.7523s]
05/12/23 01:47:47| DEBUG [size=11] best score = 0.01443578; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 97.575s]
05/12/23 01:50:15| DEBUG [size=26] best score = 0.01203822; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 148.276s]
05/12/23 01:53:34| DEBUG [size=21] best score = 0.01098735; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 199.290s]
05/12/23 01:54:24| DEBUG [size=7] best score = 0.01007418; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 49.186s]
05/12/23 01:57:36| DEBUG [size=19] best score = 0.01093643; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} [took 192.093s]
05/12/23 01:58:23| DEBUG [size=6] best score = 0.01259404; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} [took 47.156s]
05/12/23 01:58:23| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} (score=0.01007) [took 733.6881s]
05/12/23 02:03:52| INFO m3w_kde_gs finished [took 1062.7084s]
05/12/23 02:03:52| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 1095.7702s]
----------------------------------------------------------------------------------------------------
05/12/23 02:12:14| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
05/12/23 02:12:18| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
05/12/23 02:12:49| INFO ref finished [took 29.5758s]
05/12/23 02:14:27| DEBUG [size=11] best score = 0.01443578; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 96.355s]
05/12/23 02:16:54| DEBUG [size=26] best score = 0.01203822; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 147.306s]
05/12/23 02:20:11| DEBUG [size=21] best score = 0.01098735; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 196.656s]
05/12/23 02:21:17| DEBUG [size=11] best score = 0.01007418; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 66.130s]
05/12/23 02:24:21| DEBUG [size=18] best score = 0.01093643; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} [took 183.756s]
05/12/23 02:25:43| DEBUG [size=11] best score = 0.01127876; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': None} [took 81.771s]
05/12/23 02:25:43| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} (score=0.01007) [took 772.0939s]
05/12/23 02:31:10| INFO m3w_kde_gs finished [took 1099.3679s]
05/12/23 02:31:10| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 1132.0136s]
----------------------------------------------------------------------------------------------------
05/12/23 02:31:17| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
05/12/23 02:31:21| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
05/12/23 02:31:52| INFO ref finished [took 28.9624s]
05/12/23 02:33:22| DEBUG [size=11] best score = 0.01443578; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 89.305s]
05/12/23 02:48:29| DEBUG [size=191] best score = 0.01007418; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 907.160s]
05/12/23 02:53:48| DEBUG [size=48] best score = 0.01019966; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 318.945s]
05/12/23 02:53:48| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} (score=0.01007) [took 1315.5163s]
05/12/23 02:59:06| INFO m3w_kde_gs finished [took 1633.6578s]
05/12/23 02:59:06| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 1665.6408s]
----------------------------------------------------------------------------------------------------
05/12/23 12:53:06| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
05/12/23 12:53:10| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
05/12/23 12:53:41| INFO ref finished [took 29.4890s]
----------------------------------------------------------------------------------------------------
05/12/23 12:54:16| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
05/12/23 12:54:19| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
05/12/23 12:54:51| INFO ref finished [took 30.1333s]
05/12/23 12:56:30| DEBUG [size=11] best score = 0.01443578; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 97.438s]
05/12/23 12:56:30| WARNING Method m3w_kde_gs failed. Exception: '<' not supported between instances of 'dict' and 'dict'
05/12/23 12:56:30| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 130.7498s]
----------------------------------------------------------------------------------------------------
05/12/23 12:58:08| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
05/12/23 12:58:12| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
05/12/23 12:58:43| INFO ref finished [took 29.1355s]
05/12/23 13:00:22| DEBUG [size=11] best score = 0.01443578; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 98.304s]
05/12/23 13:06:19| DEBUG [size=61] best score = 0.01007418; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 356.910s]
05/12/23 13:14:06| DEBUG [size=66] best score = 0.00940621; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} [took 466.788s]
05/12/23 13:19:30| DEBUG [size=45] best score = 0.01029764; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.02, 'confidence': None} [took 323.882s]
05/12/23 13:19:30| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.00941) [took 1246.0035s]
05/12/23 13:24:56| INFO m3w_kde_gs finished [took 1572.6046s]
05/12/23 13:24:56| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 1604.8060s]
----------------------------------------------------------------------------------------------------
05/12/23 13:25:30| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
05/12/23 13:25:34| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started
05/12/23 13:26:05| INFO ref finished [took 29.6892s]
05/12/23 13:27:44| DEBUG [size=11] best score = 0.01443578; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 97.908s]
05/12/23 13:30:55| DEBUG [size=34] best score = 0.01203822; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 191.114s]
05/12/23 13:36:33| DEBUG [size=40] best score = 0.01098735; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 337.309s]
05/12/23 13:37:59| DEBUG [size=12] best score = 0.00979333; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.03, 'confidence': None} [took 86.122s]
05/12/23 13:43:28| DEBUG [size=41] best score = 0.00943624; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': None} [took 329.177s]
05/12/23 13:44:58| DEBUG [size=14] best score = 0.01029764; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.02, 'confidence': None} [took 89.662s]
05/12/23 13:44:58| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': None} (score=0.00944) [took 1131.4191s]
05/12/23 13:50:40| INFO m3w_kde_gs finished [took 1473.8428s]
05/12/23 13:50:40| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 1506.5813s]
----------------------------------------------------------------------------------------------------
05/12/23 20:31:37| INFO dataset imdb_1prevs [pool size: 10]
05/12/23 20:31:43| INFO Dataset sample 0.50 of dataset imdb_1prevs started
05/12/23 20:31:54| INFO ref finished [took 8.9517s]
05/12/23 20:32:46| DEBUG [size=11,place=1] best score = 0.01505371; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 49.791s]
05/12/23 20:32:46| DEBUG [size=11,place=2] best score = 0.01517113; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 49.792s]
05/12/23 20:35:56| DEBUG [size=53,place=1] best score = 0.01456629; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} [took 190.304s]
05/12/23 20:35:56| DEBUG [size=53,place=2] best score = 0.01459773; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 190.304s]
05/12/23 20:37:18| DEBUG [size=26,place=1] best score = 0.01448093; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.04, 'confidence': ['isoft']} [took 82.254s]
05/12/23 20:37:18| DEBUG [size=26,place=2] best score = 0.01455639; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.03, 'confidence': ['isoft']} [took 82.255s]
05/12/23 20:38:16| DEBUG [size=14,place=1] best score = 0.01391316; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.03, 'confidence': ['isoft']} [took 57.319s]
05/12/23 20:38:16| DEBUG [size=14,place=2] best score = 0.01433061; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.04, 'confidence': ['isoft']} [took 57.319s]
05/12/23 20:39:58| DEBUG [size=31,place=1] best score = 0.01384960; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.03, 'confidence': None} [took 102.534s]
05/12/23 20:39:58| DEBUG [size=31,place=2] best score = 0.01416175; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.02, 'confidence': ['isoft']} [took 102.535s]
05/12/23 20:41:41| DEBUG [size=30,place=1] best score = 0.01376984; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.02, 'confidence': None} [took 102.546s]
05/12/23 20:41:41| DEBUG [size=30,place=2] best score = 0.01418145; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} [took 102.547s]
05/12/23 20:42:29| DEBUG [size=12,place=1] best score = 0.01452208; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.02, 'confidence': None} [took 48.046s]
05/12/23 20:42:29| DEBUG [size=12,place=2] best score = 0.01475218; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': None} [took 48.046s]
05/12/23 20:42:29| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.02, 'confidence': None} (score=0.01377) [took 632.9113s]
05/12/23 20:47:24| INFO bin_kde_gs finished [took 927.4720s]
05/12/23 20:49:18| DEBUG [size=11,place=1] best score = 0.01523944; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 113.157s]
05/12/23 20:49:18| DEBUG [size=11,place=2] best score = 0.01657941; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 113.157s]
05/12/23 20:56:08| DEBUG [size=53,place=1] best score = 0.01353144; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 410.247s]
05/12/23 20:56:08| DEBUG [size=53,place=2] best score = 0.01371418; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 410.247s]
05/12/23 21:02:46| DEBUG [size=42,place=1] best score = 0.01374498; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': None} [took 398.066s]
05/12/23 21:02:46| DEBUG [size=42,place=2] best score = 0.01429900; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.06999999999999999, 'confidence': None} [took 398.066s]
05/12/23 21:02:46| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01353) [took 921.5771s]
05/12/23 21:08:17| INFO mul_kde_gs finished [took 1251.6993s]
05/12/23 21:09:52| DEBUG [size=11,place=1] best score = 0.02170395; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 94.042s]
05/12/23 21:09:52| DEBUG [size=11,place=2] best score = 0.02494368; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.09999999999999999, 'confidence': None} [took 94.042s]
05/12/23 21:16:11| DEBUG [size=53,place=1] best score = 0.01507978; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} [took 378.895s]
05/12/23 21:16:11| DEBUG [size=53,place=2] best score = 0.01524518; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} [took 378.895s]
05/12/23 21:19:07| DEBUG [size=25,place=1] best score = 0.01557248; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} [took 175.860s]
05/12/23 21:19:07| DEBUG [size=25,place=2] best score = 0.01958569; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.02, 'confidence': None} [took 175.860s]
05/12/23 21:19:07| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01508) [took 648.9043s]
05/12/23 21:24:58| INFO m3w_kde_gs finished [took 1000.2752s]
05/12/23 21:24:58| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 3195.1309s]
----------------------------------------------------------------------------------------------------
05/12/23 21:27:58| INFO dataset imdb_1prevs [pool size: 10]
05/12/23 21:28:05| INFO Dataset sample 0.50 of dataset imdb_1prevs started
05/12/23 21:28:17| INFO ref finished [took 9.7515s]
05/12/23 21:35:15| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01418) [took 416.2993s]
05/12/23 21:39:43| INFO bin_kde_gs finished [took 683.6847s]
05/12/23 21:54:15| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01353) [took 871.3118s]
05/12/23 21:59:37| INFO mul_kde_gs finished [took 1192.6962s]
05/12/23 22:11:41| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01508) [took 723.6967s]
05/12/23 22:17:23| INFO m3w_kde_gs finished [took 1065.3950s]
05/12/23 22:17:23| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 2958.0688s]
----------------------------------------------------------------------------------------------------
15/12/23 23:18:38| INFO dataset imdb [pool size: 10]
15/12/23 23:18:38| INFO Dataset sample 0.10 of dataset imdb started
15/12/23 23:18:50| INFO ref finished [took 9.7983s]
15/12/23 23:18:54| INFO bin_sld finished [took 13.7879s]
15/12/23 23:18:59| INFO m3w_sld finished [took 19.2958s]
15/12/23 23:19:16| INFO mul_sld finished [took 35.6941s]
15/12/23 23:19:16| INFO Dataset sample 0.10 of dataset imdb finished [took 37.4024s]
15/12/23 23:19:16| INFO Dataset sample 0.20 of dataset imdb started
15/12/23 23:19:28| INFO ref finished [took 10.3197s]
15/12/23 23:19:31| INFO bin_sld finished [took 13.7446s]
15/12/23 23:19:36| INFO m3w_sld finished [took 18.3097s]
15/12/23 23:19:48| INFO mul_sld finished [took 30.1954s]
15/12/23 23:19:48| INFO Dataset sample 0.20 of dataset imdb finished [took 31.7515s]
15/12/23 23:19:48| INFO Dataset sample 0.30 of dataset imdb started
15/12/23 23:19:58| INFO ref finished [took 10.4259s]
15/12/23 23:20:03| INFO bin_sld finished [took 13.8350s]
15/12/23 23:20:08| INFO m3w_sld finished [took 18.4748s]
15/12/23 23:20:13| INFO mul_sld finished [took 23.8319s]
15/12/23 23:20:13| INFO Dataset sample 0.30 of dataset imdb finished [took 25.5037s]
15/12/23 23:20:13| INFO Dataset sample 0.40 of dataset imdb started
15/12/23 23:20:24| INFO ref finished [took 10.3264s]
15/12/23 23:20:27| INFO bin_sld finished [took 13.7673s]
15/12/23 23:20:32| INFO m3w_sld finished [took 18.2661s]
15/12/23 23:20:37| INFO mul_sld finished [took 23.9950s]
15/12/23 23:20:38| INFO Dataset sample 0.40 of dataset imdb finished [took 24.4538s]
15/12/23 23:20:38| INFO Dataset sample 0.50 of dataset imdb started
15/12/23 23:20:48| INFO ref finished [took 10.3124s]
15/12/23 23:20:52| INFO bin_sld finished [took 13.9246s]
15/12/23 23:20:56| INFO m3w_sld finished [took 18.1226s]
15/12/23 23:21:02| INFO mul_sld finished [took 23.8314s]
15/12/23 23:21:02| INFO Dataset sample 0.50 of dataset imdb finished [took 24.2684s]
15/12/23 23:21:02| INFO Dataset sample 0.60 of dataset imdb started
15/12/23 23:21:12| INFO ref finished [took 10.2117s]
15/12/23 23:21:16| INFO bin_sld finished [took 13.9558s]
15/12/23 23:21:20| INFO m3w_sld finished [took 17.8788s]
15/12/23 23:21:26| INFO mul_sld finished [took 23.4688s]
15/12/23 23:21:26| INFO Dataset sample 0.60 of dataset imdb finished [took 23.8636s]
15/12/23 23:21:26| INFO Dataset sample 0.70 of dataset imdb started
15/12/23 23:21:36| INFO ref finished [took 10.2051s]
15/12/23 23:21:40| INFO bin_sld finished [took 13.9801s]
15/12/23 23:21:44| INFO m3w_sld finished [took 18.2849s]
15/12/23 23:21:49| INFO mul_sld finished [took 22.9896s]
15/12/23 23:21:49| INFO Dataset sample 0.70 of dataset imdb finished [took 23.4538s]
15/12/23 23:21:49| INFO Dataset sample 0.80 of dataset imdb started
15/12/23 23:22:00| INFO ref finished [took 10.0650s]
15/12/23 23:22:03| INFO bin_sld finished [took 13.7923s]
15/12/23 23:22:07| INFO m3w_sld finished [took 17.9177s]
15/12/23 23:22:12| INFO mul_sld finished [took 22.7075s]
15/12/23 23:22:12| INFO Dataset sample 0.80 of dataset imdb finished [took 23.1720s]
15/12/23 23:22:12| INFO Dataset sample 0.90 of dataset imdb started
15/12/23 23:22:23| INFO ref finished [took 9.9926s]
15/12/23 23:22:26| INFO bin_sld finished [took 13.7956s]
15/12/23 23:22:33| INFO m3w_sld finished [took 19.9126s]
15/12/23 23:22:39| INFO mul_sld finished [took 26.1949s]
15/12/23 23:22:39| INFO Dataset sample 0.90 of dataset imdb finished [took 26.5574s]
----------------------------------------------------------------------------------------------------
15/12/23 23:27:44| INFO dataset imdb [pool size: 10]
15/12/23 23:27:45| INFO Dataset sample 0.10 of dataset imdb started
15/12/23 23:27:56| INFO ref finished [took 9.7601s]
15/12/23 23:28:05| INFO m3w_sld finished [took 18.8685s]
15/12/23 23:28:13| INFO bin_sld finished [took 26.4851s]
15/12/23 23:28:21| INFO mul_sld finished [took 34.9875s]
15/12/23 23:28:21| INFO Dataset sample 0.10 of dataset imdb finished [took 36.7145s]
15/12/23 23:28:21| INFO Dataset sample 0.20 of dataset imdb started
15/12/23 23:28:33| INFO ref finished [took 9.9667s]
15/12/23 23:28:41| INFO m3w_sld finished [took 18.2256s]
15/12/23 23:28:49| INFO bin_sld finished [took 26.5535s]
15/12/23 23:28:52| INFO mul_sld finished [took 29.3163s]
15/12/23 23:28:52| INFO Dataset sample 0.20 of dataset imdb finished [took 30.8125s]
15/12/23 23:28:52| INFO Dataset sample 0.30 of dataset imdb started
15/12/23 23:29:03| INFO ref finished [took 9.9769s]
15/12/23 23:29:12| INFO m3w_sld finished [took 18.0576s]
15/12/23 23:29:16| INFO bin_sld finished [took 22.2074s]
15/12/23 23:29:17| INFO mul_sld finished [took 23.6766s]
15/12/23 23:29:17| INFO Dataset sample 0.30 of dataset imdb finished [took 25.3446s]
15/12/23 23:29:17| INFO Dataset sample 0.40 of dataset imdb started
15/12/23 23:29:28| INFO ref finished [took 9.8517s]
15/12/23 23:29:36| INFO m3w_sld finished [took 18.1394s]
15/12/23 23:29:39| INFO bin_sld finished [took 21.3834s]
15/12/23 23:29:42| INFO mul_sld finished [took 23.9588s]
15/12/23 23:29:42| INFO Dataset sample 0.40 of dataset imdb finished [took 24.4163s]
15/12/23 23:29:42| INFO Dataset sample 0.50 of dataset imdb started
15/12/23 23:29:52| INFO ref finished [took 10.0248s]
15/12/23 23:30:00| INFO m3w_sld finished [took 17.7996s]
15/12/23 23:30:03| INFO bin_sld finished [took 20.4716s]
15/12/23 23:30:06| INFO mul_sld finished [took 23.7447s]
15/12/23 23:30:06| INFO Dataset sample 0.50 of dataset imdb finished [took 24.2009s]
15/12/23 23:30:06| INFO Dataset sample 0.60 of dataset imdb started
15/12/23 23:30:17| INFO ref finished [took 10.2792s]
15/12/23 23:30:25| INFO m3w_sld finished [took 18.5430s]
15/12/23 23:30:28| INFO bin_sld finished [took 21.4926s]
15/12/23 23:30:30| INFO mul_sld finished [took 23.7315s]
15/12/23 23:30:30| INFO Dataset sample 0.60 of dataset imdb finished [took 24.1621s]
15/12/23 23:30:30| INFO Dataset sample 0.70 of dataset imdb started
15/12/23 23:30:41| INFO ref finished [took 10.2517s]
15/12/23 23:30:49| INFO m3w_sld finished [took 18.6595s]
15/12/23 23:30:52| INFO bin_sld finished [took 21.7794s]
15/12/23 23:30:54| INFO mul_sld finished [took 23.4297s]
15/12/23 23:30:54| INFO Dataset sample 0.70 of dataset imdb finished [took 23.8716s]
15/12/23 23:30:54| INFO Dataset sample 0.80 of dataset imdb started
15/12/23 23:31:05| INFO ref finished [took 10.3056s]
15/12/23 23:31:13| INFO m3w_sld finished [took 18.1089s]
15/12/23 23:31:17| INFO mul_sld finished [took 22.6673s]
15/12/23 23:31:19| INFO bin_sld finished [took 24.6949s]
15/12/23 23:31:19| INFO Dataset sample 0.80 of dataset imdb finished [took 25.1665s]
15/12/23 23:31:19| INFO Dataset sample 0.90 of dataset imdb started
15/12/23 23:31:29| INFO ref finished [took 9.8731s]
15/12/23 23:31:39| INFO m3w_sld finished [took 19.8060s]
15/12/23 23:31:41| INFO bin_sld finished [took 21.8266s]
15/12/23 23:31:46| INFO mul_sld finished [took 26.1323s]
15/12/23 23:31:46| INFO Dataset sample 0.90 of dataset imdb finished [took 26.5050s]
----------------------------------------------------------------------------------------------------
15/12/23 23:35:52| INFO dataset twitter_gasp [pool size: 10]
15/12/23 23:35:52| ERROR Evaluation over twitter_gasp failed. Exception: prevalences ((0.72, 0.2, 0.08)) wrong range (sum=0.9999999999999999)
----------------------------------------------------------------------------------------------------
15/12/23 23:38:47| INFO dataset twitter_gasp [pool size: 10]
15/12/23 23:38:48| INFO Dataset sample 0.10 of dataset twitter_gasp started
15/12/23 23:38:59| WARNING Method ref failed. Exception: Target is multiclass but average='binary'. Please choose another average setting, one of [None, 'micro', 'macro', 'weighted'].
----------------------------------------------------------------------------------------------------
15/12/23 23:43:04| INFO dataset twitter_gasp [pool size: 10]
15/12/23 23:43:05| INFO Dataset sample 0.10 of dataset twitter_gasp started
15/12/23 23:43:16| WARNING Method ref failed. Exception: Target is multiclass but average='binary'. Please choose another average setting, one of [None, 'micro', 'macro', 'weighted'].
----------------------------------------------------------------------------------------------------
15/12/23 23:47:20| INFO dataset twitter_gasp [pool size: 10]
15/12/23 23:47:20| INFO Dataset sample 0.10 of dataset twitter_gasp started
15/12/23 23:47:39| WARNING Method bin_sld failed. Exception: setting an array element with a sequence. The requested array has an inhomogeneous shape after 1 dimensions. The detected shape was (3,) + inhomogeneous part.
----------------------------------------------------------------------------------------------------
15/12/23 23:51:21| INFO dataset twitter_gasp [pool size: 10]
15/12/23 23:51:21| INFO Dataset sample 0.10 of dataset twitter_gasp started
15/12/23 23:56:02| INFO ref finished [took 264.4611s]
15/12/23 23:59:24| WARNING Method bin_sld failed. Exception: setting an array element with a sequence. The requested array has an inhomogeneous shape after 1 dimensions. The detected shape was (3,) + inhomogeneous part.
----------------------------------------------------------------------------------------------------
16/12/23 01:13:28| INFO dataset twitter_gasp [pool size: 10]
16/12/23 01:13:29| INFO Dataset sample 0.10 of dataset twitter_gasp started
16/12/23 01:13:46| WARNING Method bin_sld failed. Exception: 'ExtBinPrev' object has no attribute 'extpol'
16/12/23 01:13:47| WARNING Method m3w_sld failed. Exception: 'ExtMulPrev' object has no attribute 'extpol'
16/12/23 01:13:52| WARNING Method mul_sld failed. Exception: 'ExtMulPrev' object has no attribute 'extpol'
----------------------------------------------------------------------------------------------------
16/12/23 01:18:11| INFO dataset twitter_gasp [pool size: 10]
16/12/23 01:18:12| INFO Dataset sample 0.10 of dataset twitter_gasp started
16/12/23 01:18:29| WARNING Method bin_sld failed. Exception: 'ExtBinPrev' object has no attribute 'nbcl'
16/12/23 01:18:30| WARNING Method m3w_sld failed. Exception: 'ExtMulPrev' object has no attribute 'nbcl'
16/12/23 01:18:35| WARNING Method mul_sld failed. Exception: 'ExtMulPrev' object has no attribute 'nbcl'
----------------------------------------------------------------------------------------------------
16/12/23 01:24:31| INFO dataset twitter_gasp [pool size: 10]
16/12/23 01:24:31| INFO Dataset sample 0.10 of dataset twitter_gasp started
16/12/23 01:24:49| WARNING Method bin_sld failed. Exception: 'ExtBinPrev' object has no attribute 'extpol'
----------------------------------------------------------------------------------------------------
16/12/23 01:25:29| INFO dataset twitter_gasp [pool size: 10]
16/12/23 01:25:30| INFO Dataset sample 0.10 of dataset twitter_gasp started
----------------------------------------------------------------------------------------------------
16/12/23 01:26:25| INFO dataset twitter_gasp [pool size: 10]
16/12/23 01:26:25| INFO Dataset sample 0.10 of dataset twitter_gasp started
16/12/23 01:30:03| INFO ref finished [took 209.8818s]
16/12/23 01:32:53| INFO m3w_sld finished [took 379.9077s]
16/12/23 01:33:27| INFO mul_sld finished [took 414.0392s]
16/12/23 01:33:38| INFO bin_sld finished [took 424.3863s]
16/12/23 01:33:38| INFO Dataset sample 0.10 of dataset twitter_gasp finished [took 432.5505s]
16/12/23 01:33:38| INFO Dataset sample 0.10 of dataset twitter_gasp started
16/12/23 01:33:45| WARNING Method bin_sld failed. Exception: index 0 is out of bounds for axis 0 with size 0
16/12/23 01:36:36| INFO ref finished [took 171.5907s]
16/12/23 01:38:52| INFO m3w_sld finished [took 307.6356s]
16/12/23 01:39:21| INFO mul_sld finished [took 336.3603s]
16/12/23 01:39:21| INFO Dataset sample 0.10 of dataset twitter_gasp finished [took 343.2304s]
16/12/23 01:39:21| INFO Dataset sample 0.10 of dataset twitter_gasp started
16/12/23 01:39:32| WARNING Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 2
16/12/23 01:42:18| INFO ref finished [took 171.0437s]
16/12/23 01:44:43| INFO m3w_sld finished [took 316.3492s]
16/12/23 01:45:14| INFO mul_sld finished [took 345.3901s]
16/12/23 01:45:14| INFO Dataset sample 0.10 of dataset twitter_gasp finished [took 353.0449s]
16/12/23 01:45:14| INFO Dataset sample 0.10 of dataset twitter_gasp started
16/12/23 01:48:38| INFO ref finished [took 196.3839s]
16/12/23 01:51:18| INFO m3w_sld finished [took 357.5066s]
16/12/23 01:52:21| INFO mul_sld finished [took 421.0636s]
16/12/23 01:52:27| INFO bin_sld finished [took 426.6888s]
16/12/23 01:52:27| INFO Dataset sample 0.10 of dataset twitter_gasp finished [took 432.9360s]
16/12/23 01:52:27| INFO Dataset sample 0.10 of dataset twitter_gasp started
16/12/23 01:52:34| WARNING Method bin_sld failed. Exception: index 0 is out of bounds for axis 0 with size 0
16/12/23 01:55:35| INFO ref finished [took 181.0962s]
16/12/23 01:57:41| INFO m3w_sld finished [took 306.9233s]
16/12/23 01:58:01| INFO mul_sld finished [took 327.1674s]
16/12/23 01:58:01| INFO Dataset sample 0.10 of dataset twitter_gasp finished [took 333.9907s]
16/12/23 01:58:01| INFO Dataset sample 0.10 of dataset twitter_gasp started
16/12/23 01:58:12| WARNING Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 2
16/12/23 02:01:03| INFO ref finished [took 174.1043s]
16/12/23 02:03:18| INFO m3w_sld finished [took 310.7019s]
16/12/23 02:04:01| INFO mul_sld finished [took 353.3251s]
16/12/23 02:04:01| INFO Dataset sample 0.10 of dataset twitter_gasp finished [took 359.3230s]
16/12/23 02:04:01| INFO Dataset sample 0.10 of dataset twitter_gasp started
16/12/23 02:04:07| WARNING Method bin_sld failed. Exception: index 0 is out of bounds for axis 0 with size 0
----------------------------------------------------------------------------------------------------
16/12/23 02:06:51| INFO dataset twitter_gasp_3prevs [pool size: 10]
16/12/23 02:06:51| INFO Dataset sample [0.5611 0.2505 0.1884] of dataset twitter_gasp_3prevs started
16/12/23 02:10:26| INFO ref finished [took 207.3402s]
16/12/23 02:13:13| INFO m3w_sld finished [took 374.3998s]
16/12/23 02:13:55| INFO mul_sld finished [took 416.4183s]
16/12/23 02:14:42| INFO bin_sld finished [took 463.0436s]
16/12/23 02:14:42| INFO Dataset sample 0.25 of dataset twitter_gasp_3prevs finished [took 471.1245s]
16/12/23 02:14:42| INFO Dataset sample [0.3747 0.2505 0.3747] of dataset twitter_gasp_3prevs started
16/12/23 02:18:13| INFO ref finished [took 204.7244s]
16/12/23 02:20:51| INFO m3w_sld finished [took 362.1438s]
16/12/23 02:21:40| INFO mul_sld finished [took 411.6865s]
16/12/23 02:22:27| INFO bin_sld finished [took 458.1129s]
16/12/23 02:22:27| INFO Dataset sample 0.25 of dataset twitter_gasp_3prevs finished [took 464.9618s]
16/12/23 02:22:27| INFO Dataset sample [0.1863 0.2505 0.5631] of dataset twitter_gasp_3prevs started
16/12/23 02:26:02| INFO ref finished [took 208.7296s]
16/12/23 02:28:51| INFO m3w_sld finished [took 377.4887s]
16/12/23 02:29:38| INFO mul_sld finished [took 424.7140s]
16/12/23 02:29:44| INFO bin_sld finished [took 430.4206s]
16/12/23 02:29:44| INFO Dataset sample 0.25 of dataset twitter_gasp_3prevs finished [took 437.1967s]
16/12/23 02:29:44| INFO Dataset sample [0.3747 0.499 0.1263] of dataset twitter_gasp_3prevs started
16/12/23 02:33:08| INFO ref finished [took 197.0444s]
16/12/23 02:35:46| INFO m3w_sld finished [took 355.4207s]
16/12/23 02:36:42| INFO mul_sld finished [took 411.5811s]
16/12/23 02:37:30| INFO bin_sld finished [took 459.1495s]
16/12/23 02:37:30| INFO Dataset sample 0.50 of dataset twitter_gasp_3prevs finished [took 466.0122s]
16/12/23 02:37:30| INFO Dataset sample [0.2505 0.499 0.2505] of dataset twitter_gasp_3prevs started
16/12/23 02:41:01| INFO ref finished [took 204.3100s]
16/12/23 02:43:35| INFO m3w_sld finished [took 358.2830s]
16/12/23 02:44:22| INFO mul_sld finished [took 405.7017s]
16/12/23 02:45:02| INFO bin_sld finished [took 445.6279s]
16/12/23 02:45:02| INFO Dataset sample 0.50 of dataset twitter_gasp_3prevs finished [took 452.3739s]
16/12/23 02:45:03| INFO Dataset sample [0.1242 0.501 0.3747] of dataset twitter_gasp_3prevs started
16/12/23 02:48:28| INFO ref finished [took 199.3406s]
16/12/23 02:51:03| INFO m3w_sld finished [took 354.7329s]
16/12/23 02:52:06| INFO mul_sld finished [took 417.2354s]
16/12/23 02:52:41| INFO bin_sld finished [took 451.4204s]
16/12/23 02:52:41| INFO Dataset sample 0.50 of dataset twitter_gasp_3prevs finished [took 458.1296s]
16/12/23 02:52:41| INFO Dataset sample [0.1863 0.7516 0.0621] of dataset twitter_gasp_3prevs started
16/12/23 02:53:41| WARNING Method bin_sld failed. Exception: shape mismatch: value array of shape (2,) could not be broadcast to indexing result of shape (3,)
16/12/23 02:55:58| INFO ref finished [took 190.6935s]
16/12/23 02:58:01| INFO m3w_sld finished [took 313.6470s]
16/12/23 02:58:58| INFO mul_sld finished [took 370.8608s]
16/12/23 02:58:58| INFO Dataset sample 0.75 of dataset twitter_gasp_3prevs finished [took 377.2697s]
16/12/23 02:58:58| INFO Dataset sample [0.1242 0.7495 0.1263] of dataset twitter_gasp_3prevs started
16/12/23 03:02:27| INFO ref finished [took 200.7585s]
16/12/23 03:04:48| INFO m3w_sld finished [took 344.8744s]
16/12/23 03:05:57| INFO mul_sld finished [took 412.7141s]
16/12/23 03:06:46| INFO bin_sld finished [took 462.3730s]
16/12/23 03:06:46| INFO Dataset sample 0.75 of dataset twitter_gasp_3prevs finished [took 468.4831s]
16/12/23 03:06:47| INFO Dataset sample [0.0621 0.7495 0.1884] of dataset twitter_gasp_3prevs started
16/12/23 03:06:53| WARNING Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
16/12/23 03:09:54| INFO ref finished [took 180.9554s]
16/12/23 03:11:58| INFO m3w_sld finished [took 304.7795s]
16/12/23 03:12:40| INFO mul_sld finished [took 346.8529s]
16/12/23 03:12:40| INFO Dataset sample 0.75 of dataset twitter_gasp_3prevs finished [took 353.3753s]
----------------------------------------------------------------------------------------------------
16/12/23 20:30:43| INFO dataset twitter_gasp_1prevs [pool size: 10]
16/12/23 20:30:43| INFO Dataset sample [0.2497 0.5007 0.2497] of dataset twitter_gasp_1prevs started
16/12/23 20:31:11| WARNING Method atc_mc failed. Exception: Target is multiclass but average='binary'. Please choose another average setting, one of [None, 'micro', 'macro', 'weighted'].
16/12/23 20:37:56| INFO ref finished [took 409.3260s]
16/12/23 20:40:19| INFO gde finished [took 553.6484s]
16/12/23 20:40:44| INFO doc finished [took 578.0385s]
16/12/23 20:41:59| INFO m3w_sld finished [took 652.8358s]
16/12/23 20:43:32| INFO mul_sld finished [took 744.4434s]
16/12/23 20:43:50| INFO bin_sld finished [took 763.5882s]
16/12/23 20:55:11| INFO mandoline finished [took 1444.3108s]
----------------------------------------------------------------------------------------------------
16/12/23 21:25:05| INFO dataset twitter_gasp_1prevs [pool size: 10]
16/12/23 21:25:05| ERROR Evaluation over twitter_gasp_1prevs failed. Exception: min() arg is an empty sequence
----------------------------------------------------------------------------------------------------
16/12/23 21:26:02| INFO dataset twitter_gasp_1prevs [pool size: 10]
16/12/23 21:26:02| ERROR Evaluation over twitter_gasp_1prevs failed. Exception: min() arg is an empty sequence
----------------------------------------------------------------------------------------------------
16/12/23 21:29:08| INFO dataset twitter_gasp_3prevs [pool size: 10]
16/12/23 21:29:08| INFO Dataset sample [0.2993 0.2 0.5007] of dataset twitter_gasp_3prevs started
16/12/23 21:35:28| INFO ref finished [took 359.2931s]
16/12/23 21:35:53| INFO atc_mc finished [took 385.1659s]
16/12/23 21:36:38| INFO doc finished [took 430.8037s]
16/12/23 21:37:45| INFO gde finished [took 498.3944s]
16/12/23 21:38:47| INFO m3w_sld finished [took 560.9532s]
16/12/23 21:39:58| INFO mul_sld finished [took 629.9490s]
16/12/23 21:40:31| INFO bin_sld finished [took 662.9898s]
16/12/23 21:40:31| INFO Dataset sample [0.2993 0.2 0.5007] of dataset twitter_gasp_3prevs finished [took 682.6986s]
----------------------------------------------------------------------------------------------------
16/12/23 21:57:06| INFO dataset twitter_gasp_3prevs [pool size: 10]
16/12/23 21:57:06| INFO Dataset sample [0.2993 0.2 0.5007] of dataset twitter_gasp_3prevs started
16/12/23 21:57:33| WARNING Method mgf_sld failed. Exception: MultiClassAccuracyEstimator.__init__() got an unexpected keyword argument 'group_false'
16/12/23 21:57:33| WARNING Method m3w_sld failed. Exception: MultiClassAccuracyEstimator.__init__() got an unexpected keyword argument 'group_false'
16/12/23 21:57:33| WARNING Method mul_sld failed. Exception: MultiClassAccuracyEstimator.__init__() got an unexpected keyword argument 'group_false'
----------------------------------------------------------------------------------------------------
16/12/23 21:58:53| INFO dataset twitter_gasp_3prevs [pool size: 10]
16/12/23 21:58:53| INFO Dataset sample [0.2993 0.2 0.5007] of dataset twitter_gasp_3prevs started
16/12/23 22:06:58| INFO ref finished [took 457.7867s]
16/12/23 22:07:51| INFO atc_mc finished [took 512.4870s]
16/12/23 22:08:50| INFO doc finished [took 569.8725s]
16/12/23 22:10:35| INFO gde finished [took 676.1599s]
16/12/23 22:11:19| INFO bgf_sld finished [took 722.8391s]
16/12/23 22:11:32| INFO m3w_sld finished [took 733.6622s]
16/12/23 22:12:04| INFO mgf_sld finished [took 764.4739s]
16/12/23 22:12:43| INFO mul_sld finished [took 803.1343s]
16/12/23 22:12:49| INFO bin_sld finished [took 810.4321s]
16/12/23 22:12:49| INFO Dataset sample [0.2993 0.2 0.5007] of dataset twitter_gasp_3prevs finished [took 836.2165s]
----------------------------------------------------------------------------------------------------
16/12/23 22:14:48| INFO dataset twitter_gasp_3prevs [pool size: 10]
16/12/23 22:14:48| INFO Dataset sample [0.2993 0.2 0.5007] of dataset twitter_gasp_3prevs started
16/12/23 22:19:36| INFO ref finished [took 275.5849s]
16/12/23 22:23:26| INFO bgfc_sld finished [took 504.7267s]
16/12/23 22:23:43| INFO mgfc_sld finished [took 522.5294s]
16/12/23 22:23:56| INFO m3wc_sld finished [took 534.8480s]
16/12/23 22:24:32| INFO mulc_sld finished [took 571.1795s]
16/12/23 22:24:47| INFO binc_sld finished [took 585.8929s]
16/12/23 22:24:47| INFO Dataset sample [0.2993 0.2 0.5007] of dataset twitter_gasp_3prevs finished [took 599.0506s]
----------------------------------------------------------------------------------------------------
16/12/23 23:57:00| INFO dataset twitter_gasp [pool size: 10]
16/12/23 23:57:00| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp started
----------------------------------------------------------------------------------------------------
17/12/23 00:01:36| INFO dataset twitter_gasp [pool size: 10]
17/12/23 00:01:36| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp started
17/12/23 00:02:04| WARNING Method bin_sld failed. Exception: shape mismatch: value array of shape (2,) could not be broadcast to indexing result of shape (3,)
----------------------------------------------------------------------------------------------------
17/12/23 00:03:37| INFO dataset twitter_gasp [pool size: 10]
17/12/23 00:03:37| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp started
----------------------------------------------------------------------------------------------------
17/12/23 00:07:29| INFO dataset twitter_gasp [pool size: 10]
17/12/23 00:07:29| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp started
17/12/23 00:16:15| INFO bin_sld finished [took 521.6439s]
17/12/23 00:23:44| INFO bgf_sld finished [took 443.2076s]
----------------------------------------------------------------------------------------------------
17/12/23 20:24:07| INFO dataset twitter_gasp_3prevs [pool size: 10]
17/12/23 20:24:07| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs started
17/12/23 20:26:47| INFO ref finished [took 155.4064s]
17/12/23 20:26:59| WARNING Method bin_sld_gs failed. Exception: no combination of hyperparameters seem to work
17/12/23 20:26:59| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs finished [took 171.7853s]
----------------------------------------------------------------------------------------------------
17/12/23 20:30:15| INFO dataset twitter_gasp_3prevs [pool size: 10]
17/12/23 20:30:15| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs started
17/12/23 20:33:04| INFO ref finished [took 164.0856s]
17/12/23 20:33:09| WARNING Method bin_sld_gs failed. Exception: Cannot have number of splits n_splits=5 greater than the number of samples: n_samples=4.
17/12/23 20:33:09| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs finished [took 173.5922s]
----------------------------------------------------------------------------------------------------
17/12/23 20:36:49| INFO dataset twitter_gasp_3prevs [pool size: 10]
17/12/23 20:36:49| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs started
17/12/23 20:41:08| INFO ref finished [took 246.6560s]
17/12/23 20:44:02| WARNING Method bin_sld_gs failed. Exception: Cannot have number of splits n_splits=5 greater than the number of samples: n_samples=4.
17/12/23 20:44:02| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs finished [took 433.1548s]
----------------------------------------------------------------------------------------------------
17/12/23 20:45:13| INFO dataset twitter_gasp_3prevs [pool size: 10]
----------------------------------------------------------------------------------------------------
17/12/23 20:51:31| INFO dataset twitter_gasp_3prevs [pool size: 10]
17/12/23 20:51:31| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs started
17/12/23 20:54:22| INFO ref finished [took 166.9835s]
17/12/23 20:58:05| WARNING Method mul_kde_gs failed. Exception: Found array with 0 sample(s) (shape=(0, 6)) while a minimum of 1 is required by KernelDensity.
17/12/23 20:58:05| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs finished [took 393.6914s]
----------------------------------------------------------------------------------------------------
17/12/23 21:21:44| INFO dataset twitter_gasp_3prevs [pool size: 10]
17/12/23 21:21:44| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs started
17/12/23 21:24:36| INFO ref finished [took 167.5074s]
17/12/23 21:30:03| WARNING Method mul_sld_gs failed. Exception: index 8 is out of bounds for axis 0 with size 6
17/12/23 21:30:03| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs finished [took 498.9334s]
----------------------------------------------------------------------------------------------------
17/12/23 21:31:22| INFO dataset twitter_gasp_3prevs [pool size: 10]
17/12/23 21:31:22| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs started
17/12/23 21:34:16| INFO ref finished [took 169.8440s]
17/12/23 21:39:38| WARNING Method mul_sld_gs failed. Exception: index 8 is out of bounds for axis 0 with size 6
17/12/23 21:39:38| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs finished [took 496.2793s]
----------------------------------------------------------------------------------------------------
17/12/23 21:58:38| INFO dataset twitter_gasp_3prevs [pool size: 10]
17/12/23 21:58:38| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs started
17/12/23 22:03:03| INFO ref finished [took 252.5576s]
17/12/23 22:06:21| WARNING Method mul_sld_gs failed. Exception: index 8 is out of bounds for axis 0 with size 6
17/12/23 22:06:21| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs finished [took 463.4085s]
----------------------------------------------------------------------------------------------------
17/12/23 22:06:59| INFO dataset twitter_gasp_3prevs [pool size: 10]
17/12/23 22:06:59| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs started
17/12/23 22:11:15| INFO ref finished [took 243.6298s]
17/12/23 22:18:47| WARNING Method mul_sld_gs failed. Exception: index 8 is out of bounds for axis 0 with size 6
17/12/23 22:18:47| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs finished [took 707.7535s]
----------------------------------------------------------------------------------------------------
17/12/23 22:19:35| INFO dataset twitter_gasp_3prevs [pool size: 10]
17/12/23 22:19:35| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs started
17/12/23 22:23:49| INFO ref finished [took 241.4581s]
17/12/23 22:30:36| WARNING Method mul_sld_gs failed. Exception: index 8 is out of bounds for axis 0 with size 6
17/12/23 22:30:36| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs finished [took 660.4766s]
----------------------------------------------------------------------------------------------------
17/12/23 22:31:17| INFO dataset twitter_gasp_3prevs [pool size: 10]
17/12/23 22:31:17| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs started
17/12/23 22:34:02| INFO ref finished [took 160.0272s]
17/12/23 22:34:08| WARNING Method bgf_sld_gs failed. Exception: Cannot have number of splits n_splits=5 greater than the number of samples: n_samples=4.
17/12/23 22:34:08| INFO Dataset sample [0.0993 0.1015 0.7991] of dataset twitter_gasp_3prevs finished [took 170.8696s]
----------------------------------------------------------------------------------------------------
18/12/23 18:53:11| INFO dataset imdb_3prevs [pool size: 10]
18/12/23 18:53:11| INFO Dataset sample [0.5 0.5] of dataset imdb_3prevs started
18/12/23 18:53:45| INFO m3w_sld_lr finished [took 31.3248s]
18/12/23 18:53:45| INFO d_bin_sld_lr finished [took 30.7996s]
18/12/23 18:53:47| INFO d_m3w_sld_lr finished [took 32.4849s]
18/12/23 18:53:48| INFO bin_sld_lr finished [took 34.4828s]
18/12/23 18:53:55| INFO mul_sld_lr finished [took 40.6195s]
18/12/23 18:53:57| INFO d_mul_sld_lr finished [took 42.1927s]
----------------------------------------------------------------------------------------------------
18/12/23 19:20:57| INFO dataset imdb_3prevs [pool size: 10]
18/12/23 19:20:58| INFO Dataset sample [0.5 0.5] of dataset imdb_3prevs started
18/12/23 19:21:24| INFO doc finished [took 14.1388s]
18/12/23 19:21:25| INFO ref finished [took 16.3040s]
18/12/23 19:21:32| INFO atc_mc finished [took 23.1502s]
18/12/23 19:22:21| INFO bin_sld_lr finished [took 74.0882s]
18/12/23 19:22:46| INFO mul_sld_lr finished [took 99.1091s]
----------------------------------------------------------------------------------------------------
18/12/23 19:25:07| INFO dataset imdb_3prevs [pool size: 10]
18/12/23 19:25:07| INFO Dataset sample [0.5 0.5] of dataset imdb_3prevs started
18/12/23 19:25:09| WARNING Method bin_sld_lr failed. Exception: ConfidenceBasedAccuracyEstimator.__init__() got an unexpected keyword argument 'dense'
18/12/23 19:25:10| WARNING Method d_bin_sld_lr failed. Exception: ConfidenceBasedAccuracyEstimator.__init__() got an unexpected keyword argument 'dense'
18/12/23 19:25:10| WARNING Method d_bin_sld_rbf failed. Exception: ConfidenceBasedAccuracyEstimator.__init__() got an unexpected keyword argument 'dense'
----------------------------------------------------------------------------------------------------
18/12/23 19:25:50| INFO dataset imdb_3prevs [pool size: 10]
18/12/23 19:25:50| INFO Dataset sample [0.5 0.5] of dataset imdb_3prevs started
18/12/23 19:26:09| INFO ref finished [took 15.4305s]
18/12/23 19:26:11| INFO d_m3w_sld_lr finished [took 18.2586s]
18/12/23 19:26:13| INFO atc_mc finished [took 19.0618s]
18/12/23 19:26:18| INFO m3w_sld_lr finished [took 25.0127s]
18/12/23 19:26:19| INFO d_bin_sld_lr finished [took 25.0909s]
18/12/23 19:26:20| INFO d_mul_sld_lr finished [took 26.1813s]
18/12/23 19:26:20| INFO bin_sld_lr finished [took 27.0228s]
18/12/23 19:26:21| INFO doc finished [took 11.0007s]
18/12/23 19:26:24| INFO mul_sld_lr finished [took 30.9385s]
18/12/23 19:28:47| INFO d_bin_sld_rbf finished [took 173.2402s]
18/12/23 19:31:21| INFO d_m3w_sld_rbf finished [took 327.2715s]
18/12/23 19:32:07| INFO d_mul_sld_rbf finished [took 374.0586s]
18/12/23 19:32:07| INFO Dataset sample [0.5 0.5] of dataset imdb_3prevs finished [took 376.8446s]
----------------------------------------------------------------------------------------------------
19/12/23 08:04:23| INFO dataset imdb [pool size: 10]
19/12/23 08:04:23| INFO Dataset sample [0.0999 0.9001] of dataset imdb started
19/12/23 08:04:57| INFO mul_sld_lr_c finished [took 31.9578s]
19/12/23 08:04:58| INFO m3w_sld_lr_c finished [took 31.9112s]
19/12/23 08:04:58| INFO m3w_sld_lr_mc finished [took 32.6836s]
19/12/23 08:05:00| INFO m3w_sld_lr finished [took 34.7581s]
19/12/23 08:05:01| INFO mul_sld_lr_ne finished [took 35.1429s]
19/12/23 08:05:02| INFO mul_sld_lr_mc finished [took 36.2360s]
19/12/23 08:05:02| INFO bin_sld_lr_c finished [took 36.5580s]
19/12/23 08:05:02| INFO bin_sld_lr_ne finished [took 36.3693s]
19/12/23 08:05:03| INFO bin_sld_lr finished [took 37.5742s]
19/12/23 08:05:03| INFO bin_sld_lr_mc finished [took 37.4665s]
19/12/23 08:05:06| INFO mul_sld_lr finished [took 40.4510s]
19/12/23 08:05:13| INFO ref finished [took 11.5751s]
19/12/23 08:05:14| INFO doc finished [took 11.3389s]
19/12/23 08:05:17| INFO atc_mc finished [took 14.5237s]
19/12/23 08:05:19| INFO m3w_sld_lr_ne finished [took 21.3295s]
19/12/23 08:05:21| INFO mul_sld_lr_is finished [took 22.2360s]
19/12/23 08:05:23| INFO m3w_sld_lr_is finished [took 22.3858s]
19/12/23 08:05:25| INFO bin_sld_lr_is finished [took 26.7583s]
19/12/23 08:05:38| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.01318) [took 12.2365s]
19/12/23 08:06:00| INFO bin_sld_lr_gs finished [took 34.2625s]
19/12/23 08:07:58| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.02635) [took 118.5051s]
19/12/23 08:08:15| INFO mul_sld_lr_gs finished [took 135.0721s]
19/12/23 08:09:45| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00803) [took 89.8531s]
19/12/23 08:10:00| INFO m3w_sld_lr_gs finished [took 105.1018s]
19/12/23 08:10:00| INFO Dataset sample [0.0999 0.9001] of dataset imdb finished [took 337.0951s]
19/12/23 08:10:00| INFO Dataset sample [0.2 0.8] of dataset imdb started
19/12/23 08:10:32| INFO m3w_sld_lr_c finished [took 30.5840s]
19/12/23 08:10:32| INFO m3w_sld_lr finished [took 30.8013s]
19/12/23 08:10:33| INFO m3w_sld_lr_mc finished [took 31.5860s]
19/12/23 08:10:34| INFO mul_sld_lr_mc finished [took 32.5726s]
19/12/23 08:10:39| INFO mul_sld_lr_ne finished [took 37.6666s]
19/12/23 08:10:39| INFO mul_sld_lr_c finished [took 38.0058s]
19/12/23 08:10:40| INFO mul_sld_lr finished [took 38.7269s]
19/12/23 08:10:43| INFO bin_sld_lr finished [took 41.9611s]
19/12/23 08:10:45| INFO bin_sld_lr_mc finished [took 43.6857s]
19/12/23 08:10:45| INFO bin_sld_lr_ne finished [took 43.6990s]
19/12/23 08:10:45| INFO bin_sld_lr_c finished [took 43.8403s]
19/12/23 08:10:52| INFO ref finished [took 12.6548s]
19/12/23 08:10:52| INFO doc finished [took 12.1395s]
19/12/23 08:10:55| INFO m3w_sld_lr_is finished [took 21.0706s]
19/12/23 08:10:57| INFO atc_mc finished [took 17.4847s]
19/12/23 08:10:57| INFO m3w_sld_lr_ne finished [took 25.1315s]
19/12/23 08:11:00| INFO mul_sld_lr_is finished [took 26.7404s]
19/12/23 08:11:01| INFO bin_sld_lr_is finished [took 28.9647s]
19/12/23 08:11:43| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.01156) [took 41.0017s]
19/12/23 08:12:06| INFO bin_sld_lr_gs finished [took 63.5342s]
19/12/23 08:14:16| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00731) [took 129.7441s]
19/12/23 08:14:33| INFO mul_sld_lr_gs finished [took 146.8130s]
19/12/23 08:16:05| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00820) [took 91.6456s]
19/12/23 08:16:20| INFO m3w_sld_lr_gs finished [took 107.0580s]
19/12/23 08:16:20| INFO Dataset sample [0.2 0.8] of dataset imdb finished [took 380.0068s]
19/12/23 08:16:20| INFO Dataset sample [0.3 0.7] of dataset imdb started
19/12/23 08:16:51| INFO m3w_sld_lr_mc finished [took 30.1975s]
19/12/23 08:16:53| INFO m3w_sld_lr finished [took 31.2666s]
19/12/23 08:16:54| INFO m3w_sld_lr_c finished [took 32.4483s]
19/12/23 08:16:57| INFO mul_sld_lr finished [took 35.4984s]
19/12/23 08:16:58| INFO mul_sld_lr_mc finished [took 36.2055s]
19/12/23 08:16:59| INFO bin_sld_lr_ne finished [took 37.4649s]
19/12/23 08:16:59| INFO bin_sld_lr_mc finished [took 37.7941s]
19/12/23 08:17:00| INFO bin_sld_lr finished [took 38.4374s]
19/12/23 08:17:00| INFO bin_sld_lr_c finished [took 38.4008s]
19/12/23 08:17:00| INFO mul_sld_lr_ne finished [took 38.9703s]
19/12/23 08:17:01| INFO mul_sld_lr_c finished [took 39.4205s]
19/12/23 08:17:09| INFO ref finished [took 11.3020s]
19/12/23 08:17:09| INFO doc finished [took 9.8980s]
19/12/23 08:17:13| INFO atc_mc finished [took 14.0075s]
19/12/23 08:17:14| INFO m3w_sld_lr_ne finished [took 21.9788s]
19/12/23 08:17:19| INFO bin_sld_lr_is finished [took 25.6754s]
19/12/23 08:17:19| INFO mul_sld_lr_is finished [took 25.3450s]
19/12/23 08:17:20| INFO m3w_sld_lr_is finished [took 22.9292s]
----------------------------------------------------------------------------------------------------
19/12/23 12:12:12| INFO dataset imdb [pool size: 10]
19/12/23 12:12:12| INFO Dataset sample [0.0999 0.9001] of dataset imdb started
19/12/23 12:12:38| INFO d_bin_sld_lr finished [took 23.5769s]
19/12/23 12:12:38| INFO d_m3w_sld_lr_c finished [took 23.4067s]
19/12/23 12:12:39| INFO d_mul_sld_lr_c finished [took 24.0236s]
19/12/23 12:12:39| INFO d_mul_sld_lr_ne finished [took 24.7490s]
19/12/23 12:12:40| INFO d_m3w_sld_lr_mc finished [took 24.8176s]
19/12/23 12:12:40| INFO d_mul_sld_lr_mc finished [took 25.1063s]
19/12/23 12:12:40| INFO d_m3w_sld_lr finished [took 25.3659s]
19/12/23 12:12:40| INFO d_bin_sld_lr_c finished [took 25.5897s]
19/12/23 12:12:40| INFO d_mul_sld_lr finished [took 26.1199s]
19/12/23 12:12:41| INFO d_bin_sld_lr_ne finished [took 26.8206s]
19/12/23 12:12:47| INFO d_bin_sld_lr_mc finished [took 32.5760s]
19/12/23 12:12:50| INFO ref finished [took 10.2640s]
19/12/23 12:12:54| INFO atc_mc finished [took 13.7748s]
19/12/23 12:12:55| INFO d_m3w_sld_lr_ne finished [took 16.3996s]
19/12/23 12:12:57| INFO doc finished [took 16.6127s]
19/12/23 12:12:57| INFO d_m3w_sld_lr_is finished [took 17.4269s]
19/12/23 12:12:58| INFO d_mul_sld_lr_is finished [took 18.9861s]
19/12/23 12:13:11| INFO d_bin_sld_lr_is finished [took 32.3425s]
19/12/23 12:13:18| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.01022) [took 6.5871s]
19/12/23 12:13:34| INFO d_bin_sld_lr_gs finished [took 22.6052s]
19/12/23 12:13:41| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.00922) [took 6.3093s]
19/12/23 12:13:56| INFO d_mul_sld_lr_gs finished [took 21.4558s]
19/12/23 12:14:05| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.00928) [took 9.2726s]
19/12/23 12:14:18| INFO d_m3w_sld_lr_gs finished [took 21.7859s]
19/12/23 12:14:18| INFO Dataset sample [0.0999 0.9001] of dataset imdb finished [took 125.5532s]
19/12/23 12:14:18| INFO Dataset sample [0.2 0.8] of dataset imdb started
19/12/23 12:14:35| INFO d_m3w_sld_lr_mc finished [took 16.7456s]
19/12/23 12:14:41| INFO d_m3w_sld_lr_c finished [took 22.4341s]
19/12/23 12:14:42| INFO d_m3w_sld_lr finished [took 22.9768s]
19/12/23 12:14:45| INFO d_mul_sld_lr_c finished [took 26.5974s]
19/12/23 12:14:46| INFO d_mul_sld_lr finished [took 27.5131s]
19/12/23 12:14:46| INFO d_mul_sld_lr_ne finished [took 27.4493s]
19/12/23 12:14:47| INFO d_mul_sld_lr_mc finished [took 27.9875s]
19/12/23 12:14:56| INFO d_m3w_sld_lr_ne finished [took 20.3403s]
19/12/23 12:15:01| INFO ref finished [took 14.8631s]
19/12/23 12:15:08| INFO atc_mc finished [took 21.0023s]
19/12/23 12:15:08| INFO d_mul_sld_lr_is finished [took 26.1071s]
19/12/23 12:15:08| INFO d_m3w_sld_lr_is finished [took 22.7698s]
19/12/23 12:15:09| INFO d_bin_sld_lr_mc finished [took 50.1163s]
19/12/23 12:15:11| INFO d_bin_sld_lr finished [took 52.3635s]
19/12/23 12:15:11| INFO d_bin_sld_lr_c finished [took 52.5500s]
19/12/23 12:15:11| INFO doc finished [took 24.1438s]
19/12/23 12:15:12| INFO d_bin_sld_lr_ne finished [took 53.7682s]
19/12/23 12:15:19| INFO d_bin_sld_lr_is finished [took 37.6597s]
19/12/23 12:15:29| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.00883) [took 9.2215s]
19/12/23 12:15:54| INFO d_bin_sld_lr_gs finished [took 34.5020s]
19/12/23 12:16:06| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00835) [took 10.7495s]
19/12/23 12:16:21| INFO d_mul_sld_lr_gs finished [took 26.0411s]
19/12/23 12:16:31| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00795) [took 9.5042s]
19/12/23 12:16:44| INFO d_m3w_sld_lr_gs finished [took 22.5833s]
19/12/23 12:16:44| INFO Dataset sample [0.2 0.8] of dataset imdb finished [took 145.9757s]
19/12/23 12:16:44| INFO Dataset sample [0.3 0.7] of dataset imdb started
19/12/23 12:17:07| INFO d_mul_sld_lr finished [took 22.6306s]
19/12/23 12:17:07| INFO d_m3w_sld_lr finished [took 22.7425s]
19/12/23 12:17:08| INFO d_m3w_sld_lr_c finished [took 22.9796s]
19/12/23 12:17:08| INFO d_m3w_sld_lr_mc finished [took 23.5430s]
19/12/23 12:17:14| INFO d_mul_sld_lr_c finished [took 29.4356s]
19/12/23 12:17:14| INFO d_mul_sld_lr_mc finished [took 29.6841s]
19/12/23 12:17:15| INFO d_mul_sld_lr_ne finished [took 30.1389s]
19/12/23 12:17:16| INFO d_bin_sld_lr finished [took 31.3105s]
19/12/23 12:17:16| INFO d_bin_sld_lr_c finished [took 31.8742s]
19/12/23 12:17:17| INFO d_bin_sld_lr_ne finished [took 32.3958s]
19/12/23 12:17:18| INFO d_bin_sld_lr_mc finished [took 33.1005s]
19/12/23 12:17:25| INFO d_m3w_sld_lr_ne finished [took 16.8702s]
19/12/23 12:17:27| INFO d_m3w_sld_lr_is finished [took 18.4621s]
19/12/23 12:17:28| INFO ref finished [took 13.7348s]
19/12/23 12:17:29| INFO atc_mc finished [took 14.2889s]
19/12/23 12:17:30| INFO d_mul_sld_lr_is finished [took 22.3493s]
19/12/23 12:17:32| INFO doc finished [took 16.8999s]
19/12/23 12:17:33| INFO d_bin_sld_lr_is finished [took 25.3133s]
19/12/23 12:17:44| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.03432) [took 10.1460s]
19/12/23 12:18:01| INFO d_bin_sld_lr_gs finished [took 26.9805s]
19/12/23 12:18:11| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01501) [took 10.2821s]
19/12/23 12:18:29| INFO d_mul_sld_lr_gs finished [took 27.9071s]
19/12/23 12:18:38| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01173) [took 8.1458s]
19/12/23 12:18:51| INFO d_m3w_sld_lr_gs finished [took 21.2281s]
19/12/23 12:18:51| INFO Dataset sample [0.3 0.7] of dataset imdb finished [took 127.1257s]
19/12/23 12:18:51| INFO Dataset sample [0.3999 0.6001] of dataset imdb started
19/12/23 12:19:12| INFO d_m3w_sld_lr finished [took 20.8410s]
19/12/23 12:19:16| INFO d_m3w_sld_lr_c finished [took 24.6098s]
19/12/23 12:19:16| INFO d_m3w_sld_lr_mc finished [took 24.5984s]
19/12/23 12:19:18| INFO d_bin_sld_lr_c finished [took 26.4321s]
19/12/23 12:19:22| INFO d_bin_sld_lr_mc finished [took 29.9446s]
19/12/23 12:19:22| INFO d_bin_sld_lr_ne finished [took 30.4247s]
19/12/23 12:19:22| INFO d_bin_sld_lr finished [took 30.5498s]
19/12/23 12:19:23| INFO d_mul_sld_lr finished [took 31.2950s]
19/12/23 12:19:23| INFO d_mul_sld_lr_mc finished [took 31.2812s]
19/12/23 12:19:23| INFO d_mul_sld_lr_ne finished [took 31.2022s]
19/12/23 12:19:23| INFO d_mul_sld_lr_c finished [took 31.3173s]
19/12/23 12:19:31| INFO d_m3w_sld_lr_ne finished [took 18.4359s]
19/12/23 12:19:33| INFO ref finished [took 10.7696s]
19/12/23 12:19:35| INFO d_m3w_sld_lr_is finished [took 17.1168s]
19/12/23 12:19:36| INFO atc_mc finished [took 13.8516s]
19/12/23 12:19:38| INFO d_bin_sld_lr_is finished [took 20.9677s]
----------------------------------------------------------------------------------------------------
19/12/23 14:11:17| INFO dataset imdb [pool size: 10]
19/12/23 14:11:17| INFO Dataset sample [0.0999 0.9001] of dataset imdb started
19/12/23 14:11:20| WARNING Method d_bin_kde_lr failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
19/12/23 14:11:20| WARNING Method d_bin_kde_lr_c failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
19/12/23 14:11:20| WARNING Method d_bin_kde_lr_mc failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
19/12/23 14:11:20| WARNING Method d_bin_kde_lr_ne failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
19/12/23 14:11:20| WARNING Method d_bin_kde_lr_is failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
19/12/23 14:11:32| INFO ref finished [took 11.4144s]
19/12/23 14:11:48| INFO atc_mc finished [took 15.6817s]
19/12/23 14:12:07| INFO doc finished [took 18.4461s]
19/12/23 14:23:39| INFO d_m3w_kde_lr finished [took 739.0357s]
19/12/23 14:23:51| INFO d_m3w_kde_lr_mc finished [took 750.9946s]
19/12/23 14:24:11| INFO d_mul_kde_lr_mc finished [took 770.7739s]
19/12/23 14:24:19| INFO d_m3w_kde_lr_ne finished [took 779.2079s]
19/12/23 14:24:31| INFO d_m3w_kde_lr_is finished [took 790.3422s]
19/12/23 14:24:34| INFO d_mul_kde_lr_c finished [took 794.4740s]
19/12/23 14:24:37| INFO d_m3w_kde_lr_c finished [took 797.7234s]
19/12/23 14:24:39| INFO d_mul_kde_lr finished [took 799.6263s]
19/12/23 14:25:01| INFO d_mul_kde_lr_ne finished [took 821.4840s]
19/12/23 14:25:15| INFO d_mul_kde_lr_is finished [took 835.0198s]
19/12/23 14:25:16| WARNING Method d_bin_kde_lr_gs failed. Exception: unsupported format string passed to NoneType.__format__
19/12/23 14:25:42| DEBUG [size=11,place=1] best score = 0.01172040; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 25.656s]
19/12/23 14:25:42| DEBUG [size=11,place=2] best score = 0.01482172; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.09999999999999999, 'confidence': None} [took 25.656s]
19/12/23 14:27:38| DEBUG [size=52,place=1] best score = 0.01051525; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.09, 'confidence': ['isoft']} [took 115.753s]
19/12/23 14:27:38| DEBUG [size=52,place=2] best score = 0.01061149; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.08, 'confidence': ['isoft']} [took 115.754s]
19/12/23 14:28:22| DEBUG [size=16,place=1] best score = 0.01196759; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.09, 'confidence': ['isoft']} [took 44.004s]
19/12/23 14:28:22| DEBUG [size=16,place=2] best score = 0.01221324; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.08, 'confidence': ['isoft']} [took 44.004s]
19/12/23 14:28:22| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.09, 'confidence': ['isoft']} (score=0.01052) [took 185.5325s]
19/12/23 14:34:45| INFO d_mul_kde_lr_gs finished [took 568.3373s]
19/12/23 14:35:11| DEBUG [size=11,place=1] best score = 0.01282358; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.060000000000000005, 'confidence': ['isoft']} [took 25.208s]
19/12/23 14:35:11| DEBUG [size=11,place=2] best score = 0.01413512; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.09999999999999999, 'confidence': None} [took 25.208s]
19/12/23 14:36:58| DEBUG [size=52,place=1] best score = 0.01160240; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.09999999999999999, 'confidence': ['isoft']} [took 106.975s]
19/12/23 14:36:58| DEBUG [size=52,place=2] best score = 0.01168885; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.09, 'confidence': ['isoft']} [took 106.975s]
19/12/23 14:37:36| DEBUG [size=14,place=1] best score = 0.01244108; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.09, 'confidence': ['isoft']} [took 38.715s]
19/12/23 14:37:36| DEBUG [size=14,place=2] best score = 0.01262105; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.09999999999999999, 'confidence': ['isoft']} [took 38.716s]
19/12/23 14:37:36| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.09999999999999999, 'confidence': ['isoft']} (score=0.01160) [took 171.0052s]
19/12/23 14:43:40| INFO d_m3w_kde_lr_gs finished [took 534.4784s]
19/12/23 14:43:40| INFO Dataset sample [0.0999 0.9001] of dataset imdb finished [took 1942.3285s]
19/12/23 14:43:40| INFO Dataset sample [0.2 0.8] of dataset imdb started
----------------------------------------------------------------------------------------------------
19/12/23 14:47:16| INFO dataset imdb [pool size: 10]
19/12/23 14:47:16| INFO Dataset sample [0.0999 0.9001] of dataset imdb started
19/12/23 14:47:19| WARNING Method d_mul_sld_rbf failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 14:47:19| WARNING Method d_bin_sld_rbf failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 14:47:19| WARNING Method d_bin_sld_rbf_c failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 14:47:19| WARNING Method d_mul_sld_rbf_c failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 14:47:19| WARNING Method d_bin_sld_rbf_ne failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 14:47:19| WARNING Method d_mul_sld_rbf_mc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 14:47:19| WARNING Method d_mul_sld_rbf_ne failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 14:47:19| WARNING Method d_bin_sld_rbf_mc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 14:47:19| WARNING Method d_bin_sld_rbf_is failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 14:47:19| WARNING Method d_mul_sld_rbf_is failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 14:47:32| INFO ref finished [took 13.0182s]
19/12/23 14:47:34| INFO atc_mc finished [took 14.8291s]
19/12/23 14:47:36| INFO doc finished [took 16.6412s]
19/12/23 14:49:25| INFO d_m3w_sld_rbf finished [took 127.1131s]
19/12/23 14:49:31| INFO d_m3w_sld_rbf_mc finished [took 132.4058s]
19/12/23 14:49:32| INFO d_m3w_sld_rbf_is finished [took 132.4457s]
19/12/23 14:49:32| INFO d_m3w_sld_rbf_ne finished [took 132.8916s]
19/12/23 14:49:45| INFO d_m3w_sld_rbf_c finished [took 146.6156s]
19/12/23 14:49:47| WARNING Method d_bin_sld_rbf_gs failed. Exception: 'BinaryQuantifierAccuracyEstimator' object has no attribute 'confidence_metrics'
19/12/23 14:49:47| WARNING Method d_mul_sld_rbf_gs failed. Exception: 'MultiClassAccuracyEstimator' object has no attribute 'confidence_metrics'
19/12/23 14:49:48| WARNING Method d_m3w_sld_rbf_gs failed. Exception: 'MultiClassAccuracyEstimator' object has no attribute 'confidence_metrics'
19/12/23 14:49:48| INFO Dataset sample [0.0999 0.9001] of dataset imdb finished [took 151.2409s]
19/12/23 14:49:48| INFO Dataset sample [0.2 0.8] of dataset imdb started
19/12/23 14:54:07| INFO d_bin_sld_rbf finished [took 258.7987s]
19/12/23 14:54:14| INFO d_bin_sld_rbf_ne finished [took 265.4206s]
19/12/23 14:54:19| INFO d_bin_sld_rbf_c finished [took 270.2145s]
19/12/23 14:54:26| INFO d_m3w_sld_rbf finished [took 277.2785s]
19/12/23 14:54:36| INFO d_bin_sld_rbf_mc finished [took 287.8546s]
19/12/23 14:54:43| INFO d_mul_sld_rbf finished [took 294.4817s]
19/12/23 14:54:49| INFO ref finished [took 12.8134s]
19/12/23 14:54:58| INFO d_m3w_sld_rbf_mc finished [took 309.6165s]
19/12/23 14:55:01| INFO atc_mc finished [took 17.2991s]
19/12/23 14:55:11| INFO doc finished [took 21.0645s]
19/12/23 14:55:12| INFO d_mul_sld_rbf_mc finished [took 323.5440s]
19/12/23 14:55:28| INFO d_mul_sld_rbf_ne finished [took 339.3488s]
19/12/23 14:55:40| INFO d_mul_sld_rbf_c finished [took 351.4427s]
19/12/23 14:55:47| INFO d_m3w_sld_rbf_c finished [took 358.2209s]
19/12/23 14:57:14| INFO d_bin_sld_rbf_is finished [took 179.8537s]
19/12/23 14:57:42| INFO d_m3w_sld_rbf_is finished [took 195.9019s]
19/12/23 14:57:43| INFO d_m3w_sld_rbf_ne finished [took 215.6346s]
19/12/23 14:58:07| INFO d_mul_sld_rbf_is finished [took 227.5608s]
19/12/23 14:58:07| WARNING Method d_bin_sld_rbf_gs failed. Exception: 'BinaryQuantifierAccuracyEstimator' object has no attribute 'confidence_metrics'
19/12/23 14:58:08| WARNING Method d_mul_sld_rbf_gs failed. Exception: 'MultiClassAccuracyEstimator' object has no attribute 'confidence_metrics'
19/12/23 14:58:08| WARNING Method d_m3w_sld_rbf_gs failed. Exception: 'MultiClassAccuracyEstimator' object has no attribute 'confidence_metrics'
19/12/23 14:58:08| INFO Dataset sample [0.2 0.8] of dataset imdb finished [took 500.5845s]
19/12/23 14:58:08| INFO Dataset sample [0.3 0.7] of dataset imdb started
19/12/23 15:01:44| INFO d_bin_sld_rbf_c finished [took 214.5249s]
19/12/23 15:01:45| INFO d_bin_sld_rbf finished [took 215.6671s]
19/12/23 15:02:11| INFO d_bin_sld_rbf_ne finished [took 241.6636s]
19/12/23 15:02:39| INFO d_bin_sld_rbf_mc finished [took 269.8923s]
19/12/23 15:03:37| INFO d_m3w_sld_rbf finished [took 327.6107s]
19/12/23 15:03:49| INFO ref finished [took 12.4478s]
19/12/23 15:04:00| INFO d_mul_sld_rbf finished [took 351.3688s]
19/12/23 15:04:07| INFO atc_mc finished [took 17.4847s]
19/12/23 15:04:12| INFO d_mul_sld_rbf_mc finished [took 362.9680s]
19/12/23 15:04:14| INFO d_m3w_sld_rbf_mc finished [took 364.6319s]
19/12/23 15:04:21| INFO doc finished [took 20.4980s]
19/12/23 15:04:45| INFO d_mul_sld_rbf_ne finished [took 396.5017s]
19/12/23 15:04:57| INFO d_m3w_sld_rbf_c finished [took 408.1937s]
19/12/23 15:05:09| INFO d_mul_sld_rbf_c finished [took 419.8011s]
19/12/23 15:05:46| INFO d_bin_sld_rbf_is finished [took 241.2130s]
19/12/23 15:06:38| INFO d_m3w_sld_rbf_ne finished [took 294.2461s]
19/12/23 15:07:06| INFO d_m3w_sld_rbf_is finished [took 266.6259s]
19/12/23 15:07:15| INFO d_mul_sld_rbf_is finished [took 303.4879s]
19/12/23 15:07:15| WARNING Method d_bin_sld_rbf_gs failed. Exception: 'BinaryQuantifierAccuracyEstimator' object has no attribute 'confidence_metrics'
19/12/23 15:07:16| WARNING Method d_mul_sld_rbf_gs failed. Exception: 'MultiClassAccuracyEstimator' object has no attribute 'confidence_metrics'
19/12/23 15:07:16| WARNING Method d_m3w_sld_rbf_gs failed. Exception: 'MultiClassAccuracyEstimator' object has no attribute 'confidence_metrics'
19/12/23 15:07:16| INFO Dataset sample [0.3 0.7] of dataset imdb finished [took 547.8116s]
19/12/23 15:07:16| INFO Dataset sample [0.3999 0.6001] of dataset imdb started
----------------------------------------------------------------------------------------------------
19/12/23 16:44:20| INFO dataset imdb [pool size: 10]
19/12/23 16:44:21| INFO Dataset sample [0.0999 0.9001] of dataset imdb started
19/12/23 16:44:22| WARNING Method d_mul_sld_rbf_mc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 16:44:23| WARNING Method d_mul_sld_rbf failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 16:44:23| WARNING Method d_bin_sld_rbf failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 16:44:23| WARNING Method d_mul_sld_rbf_c failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 16:44:23| WARNING Method d_mul_sld_rbf_ne failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 16:44:23| WARNING Method d_bin_sld_rbf_mc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 16:44:23| WARNING Method d_bin_sld_rbf_ne failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 16:44:23| WARNING Method d_mul_sld_rbf_is failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 16:44:23| WARNING Method d_bin_sld_rbf_is failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 16:44:23| WARNING Method d_bin_sld_rbf_c failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 16:44:33| INFO ref finished [took 9.8909s]
19/12/23 16:44:39| INFO doc finished [took 15.4645s]
19/12/23 16:44:39| INFO atc_mc finished [took 15.4954s]
19/12/23 16:46:27| INFO d_m3w_sld_rbf finished [took 124.6529s]
19/12/23 16:46:31| INFO d_m3w_sld_rbf_is finished [took 127.6940s]
19/12/23 16:46:37| INFO d_m3w_sld_rbf_mc finished [took 133.5200s]
19/12/23 16:46:40| INFO d_m3w_sld_rbf_ne finished [took 137.4305s]
19/12/23 16:46:42| INFO d_m3w_sld_rbf_c finished [took 139.1881s]
19/12/23 16:46:43| WARNING Method d_bin_sld_rbf_gs failed. Exception: 'csr_matrix' object has no attribute 'var'
19/12/23 16:46:43| WARNING Method d_mul_sld_rbf_gs failed. Exception: 'csr_matrix' object has no attribute 'var'
19/12/23 16:46:43| WARNING Method d_m3w_sld_rbf_gs failed. Exception: 'csr_matrix' object has no attribute 'var'
19/12/23 16:46:43| INFO Dataset sample [0.0999 0.9001] of dataset imdb finished [took 142.8577s]
19/12/23 16:46:43| INFO Dataset sample [0.2 0.8] of dataset imdb started
----------------------------------------------------------------------------------------------------
19/12/23 20:10:34| INFO dataset imdb [pool size: 10]
19/12/23 20:10:34| INFO Dataset sample [0.0999 0.9001] of dataset imdb started
19/12/23 20:10:36| WARNING Method d_mul_sld_rbf failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:10:36| WARNING Method d_bin_sld_rbf failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:10:36| WARNING Method d_mul_sld_rbf_mc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:10:36| WARNING Method d_bin_sld_rbf_ne failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:10:36| WARNING Method d_mul_sld_rbf_c failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:10:36| WARNING Method d_bin_sld_rbf_c failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:10:37| WARNING Method d_bin_sld_rbf_mc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:10:37| WARNING Method d_mul_sld_rbf_ne failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:10:37| WARNING Method d_bin_sld_rbf_is failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:10:37| WARNING Method d_mul_sld_rbf_is failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:10:47| INFO ref finished [took 10.5891s]
19/12/23 20:10:53| INFO atc_mc finished [took 16.3191s]
19/12/23 20:10:57| INFO doc finished [took 19.7471s]
19/12/23 20:15:54| INFO d_m3w_sld_rbf finished [took 317.2413s]
19/12/23 20:16:04| INFO d_m3w_sld_rbf_c finished [took 327.9461s]
19/12/23 20:16:05| INFO d_m3w_sld_rbf_is finished [took 327.9218s]
19/12/23 20:16:09| INFO d_m3w_sld_rbf_mc finished [took 332.9751s]
19/12/23 20:16:13| INFO d_m3w_sld_rbf_ne finished [took 336.2182s]
19/12/23 20:16:15| WARNING Method d_bin_sld_rbf_gs failed. Exception: unsupported format string passed to NoneType.__format__
19/12/23 20:16:17| WARNING Method d_mul_sld_rbf_gs failed. Exception: unsupported format string passed to NoneType.__format__
19/12/23 20:17:13| DEBUG [size=11,place=1] best score = 0.01497746; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 55.775s]
19/12/23 20:17:13| DEBUG [size=11,place=2] best score = 0.05382654; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.2918104822363104, 'quantifier__recalib': None, 'confidence': None} [took 55.776s]
19/12/23 20:19:26| DEBUG [size=28,place=1] best score = 0.01003900; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 29.181048223631038, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 132.599s]
19/12/23 20:19:26| DEBUG [size=28,place=2] best score = 0.01017666; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': None} [took 132.599s]
19/12/23 20:21:19| DEBUG [size=21,place=1] best score = 0.00991535; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 29.181048223631038, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 113.140s]
19/12/23 20:21:19| DEBUG [size=21,place=2] best score = 0.01006300; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': None} [took 113.141s]
19/12/23 20:22:15| DEBUG [size=14,place=1] best score = 0.01100672; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 2.918104822363104, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 56.501s]
19/12/23 20:22:15| DEBUG [size=14,place=2] best score = 0.01138828; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 29.181048223631038, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 56.502s]
19/12/23 20:22:15| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 29.181048223631038, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.00992) [took 358.1243s]
----------------------------------------------------------------------------------------------------
19/12/23 20:27:15| INFO dataset imdb [pool size: 10]
19/12/23 20:27:15| INFO Dataset sample [0.0999 0.9001] of dataset imdb started
19/12/23 20:27:17| WARNING Method d_mul_sld_rbf failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:27:17| WARNING Method d_bin_sld_rbf_c failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:27:17| WARNING Method d_mul_sld_rbf_mc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:27:17| WARNING Method d_bin_sld_rbf_mc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:27:17| WARNING Method d_bin_sld_rbf failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:27:17| WARNING Method d_mul_sld_rbf_c failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:27:17| WARNING Method d_mul_sld_rbf_ne failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:27:18| WARNING Method d_bin_sld_rbf_ne failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:27:18| WARNING Method d_bin_sld_rbf_is failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:27:18| WARNING Method d_mul_sld_rbf_is failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class.
19/12/23 20:27:29| INFO ref finished [took 11.4706s]
19/12/23 20:27:36| INFO atc_mc finished [took 17.5881s]
19/12/23 20:27:36| INFO doc finished [took 18.0804s]
19/12/23 20:32:33| INFO d_m3w_sld_rbf finished [took 315.9366s]
19/12/23 20:32:43| INFO d_m3w_sld_rbf_mc finished [took 325.5450s]
19/12/23 20:32:43| INFO d_m3w_sld_rbf_c finished [took 325.8360s]
19/12/23 20:32:53| INFO d_m3w_sld_rbf_is finished [took 334.7291s]
19/12/23 20:32:59| INFO d_m3w_sld_rbf_ne finished [took 341.2558s]
19/12/23 20:33:08| WARNING Method d_bin_sld_rbf_gs failed. Exception: no combination of hyperparameters seem to work
19/12/23 20:34:51| WARNING Method d_mul_sld_rbf_gs failed. Exception: no combination of hyperparameters seem to work
19/12/23 20:35:48| DEBUG [size=11,place=1] best score = 0.01497746; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 55.869s]
19/12/23 20:35:48| DEBUG [size=11,place=2] best score = 0.05382654; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.2918104822363104, 'quantifier__recalib': None, 'confidence': None} [took 55.869s]
19/12/23 20:37:59| DEBUG [size=28,place=1] best score = 0.01003900; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 29.181048223631038, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 130.680s]
19/12/23 20:37:59| DEBUG [size=28,place=2] best score = 0.01017666; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': None} [took 130.681s]
19/12/23 20:39:55| DEBUG [size=21,place=1] best score = 0.00991535; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 29.181048223631038, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 116.366s]
19/12/23 20:39:55| DEBUG [size=21,place=2] best score = 0.01006300; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': None} [took 116.366s]
----------------------------------------------------------------------------------------------------
19/12/23 20:41:05| INFO dataset imdb [pool size: 10]
19/12/23 20:41:05| INFO Dataset sample [0.0999 0.9001] of dataset imdb started
19/12/23 20:43:28| INFO d_bin_sld_rbf_ne finished [took 140.7696s]
19/12/23 20:43:29| INFO d_bin_sld_rbf finished [took 141.4976s]
19/12/23 20:43:29| INFO d_bin_sld_rbf_mc finished [took 141.5107s]
19/12/23 20:43:31| INFO d_m3w_sld_rbf finished [took 144.2906s]
19/12/23 20:43:32| INFO d_bin_sld_rbf_c finished [took 144.3612s]
19/12/23 20:43:35| INFO d_m3w_sld_rbf_mc finished [took 148.0538s]
19/12/23 20:43:38| INFO d_mul_sld_rbf finished [took 150.3864s]
19/12/23 20:43:39| INFO d_m3w_sld_rbf_c finished [took 151.8399s]
19/12/23 20:43:40| INFO d_mul_sld_rbf_mc finished [took 152.5530s]
19/12/23 20:43:44| INFO ref finished [took 12.4418s]
19/12/23 20:43:45| INFO d_mul_sld_rbf_ne finished [took 157.3052s]
19/12/23 20:43:49| INFO d_mul_sld_rbf_c finished [took 162.0868s]
19/12/23 20:43:53| INFO atc_mc finished [took 16.8411s]
19/12/23 20:43:57| INFO doc finished [took 18.6178s]
19/12/23 20:45:05| INFO d_bin_sld_rbf_is finished [took 95.8316s]
19/12/23 20:45:08| INFO d_m3w_sld_rbf_ne finished [took 99.1260s]
19/12/23 20:45:11| INFO d_m3w_sld_rbf_is finished [took 98.7975s]
19/12/23 20:45:21| INFO d_mul_sld_rbf_is finished [took 111.8837s]
19/12/23 20:45:37| DEBUG [size=11,place=1] best score = 0.01060973; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 15.366s]
19/12/23 20:45:37| DEBUG [size=11,place=2] best score = 0.02776150; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.2918104822363104, 'quantifier__recalib': None, 'confidence': None} [took 15.366s]
19/12/23 20:48:03| DEBUG [size=28,place=1] best score = 0.01059030; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 145.853s]
19/12/23 20:48:03| DEBUG [size=28,place=2] best score = 0.01088026; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 145.853s]
19/12/23 20:48:20| DEBUG [size=16,place=1] best score = 0.01129506; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 17.318s]
19/12/23 20:48:20| DEBUG [size=16,place=2] best score = 0.01176145; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 17.318s]
19/12/23 20:48:20| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.01059) [took 178.6487s]
19/12/23 20:50:26| INFO d_bin_sld_rbf_gs finished [took 304.4977s]
19/12/23 20:50:48| DEBUG [size=11,place=1] best score = 0.04774805; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.2918104822363104, 'quantifier__recalib': None, 'confidence': None} [took 21.309s]
19/12/23 20:50:48| DEBUG [size=11,place=2] best score = 0.05873846; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 2.918104822363104, 'quantifier__recalib': None, 'confidence': None} [took 21.309s]
19/12/23 20:51:09| DEBUG [size=26,place=1] best score = 0.02601943; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.2918104822363104, 'quantifier__recalib': None, 'confidence': None} [took 20.871s]
19/12/23 20:51:09| DEBUG [size=26,place=2] best score = 0.03089002; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': None, 'confidence': None} [took 20.871s]
19/12/23 20:51:26| DEBUG [size=13,place=1] best score = 0.02875396; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 16.504s]
19/12/23 20:51:26| DEBUG [size=13,place=2] best score = 0.02972597; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.2918104822363104, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 16.505s]
19/12/23 20:51:26| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.2918104822363104, 'quantifier__recalib': None, 'confidence': None} (score=0.02602) [took 58.7936s]
19/12/23 20:52:41| INFO d_mul_sld_rbf_gs finished [took 134.3242s]
19/12/23 20:53:02| DEBUG [size=11,place=1] best score = 0.01194631; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 20.162s]
19/12/23 20:53:02| DEBUG [size=11,place=2] best score = 0.01633117; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.2918104822363104, 'quantifier__recalib': None, 'confidence': None} [took 20.162s]
19/12/23 20:53:36| DEBUG [size=28,place=1] best score = 0.00950562; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 33.700s]
19/12/23 20:53:36| DEBUG [size=28,place=2] best score = 0.01054428; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 33.700s]
19/12/23 20:54:24| DEBUG [size=20,place=1] best score = 0.01098297; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 48.316s]
19/12/23 20:54:24| DEBUG [size=20,place=2] best score = 0.01131095; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 48.316s]
19/12/23 20:54:24| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00951) [took 102.3277s]
19/12/23 20:58:08| INFO d_m3w_sld_rbf_gs finished [took 326.8948s]
19/12/23 20:58:08| INFO Dataset sample [0.0999 0.9001] of dataset imdb finished [took 1023.6512s]
19/12/23 20:58:08| INFO Dataset sample [0.2 0.8] of dataset imdb started
----------------------------------------------------------------------------------------------------
19/12/23 20:59:19| INFO dataset imdb [pool size: 10]
19/12/23 20:59:19| INFO Dataset sample [0.0999 0.9001] of dataset imdb started
19/12/23 21:01:43| INFO d_bin_sld_rbf_mc finished [took 141.9833s]
19/12/23 21:01:44| INFO d_bin_sld_rbf finished [took 142.2850s]
19/12/23 21:01:45| INFO d_bin_sld_rbf_ne finished [took 142.8713s]
19/12/23 21:01:45| INFO d_bin_sld_rbf_c finished [took 143.3864s]
19/12/23 21:01:45| INFO d_m3w_sld_rbf finished [took 143.4971s]
19/12/23 21:01:47| INFO d_m3w_sld_rbf_mc finished [took 145.2026s]
19/12/23 21:01:53| INFO d_mul_sld_rbf finished [took 151.2858s]
19/12/23 21:01:54| INFO d_m3w_sld_rbf_c finished [took 151.9442s]
19/12/23 21:01:59| INFO d_mul_sld_rbf_ne finished [took 156.9816s]
19/12/23 21:01:59| INFO ref finished [took 13.2396s]
19/12/23 21:02:00| INFO d_mul_sld_rbf_mc finished [took 158.8049s]
19/12/23 21:02:03| INFO d_mul_sld_rbf_c finished [took 161.3393s]
19/12/23 21:02:05| INFO atc_mc finished [took 17.3331s]
19/12/23 21:02:12| INFO doc finished [took 18.6089s]
19/12/23 21:03:22| INFO d_bin_sld_rbf_is finished [took 97.1091s]
19/12/23 21:03:23| INFO d_m3w_sld_rbf_ne finished [took 98.8245s]
19/12/23 21:03:25| INFO d_m3w_sld_rbf_is finished [took 99.4925s]
19/12/23 21:03:38| INFO d_mul_sld_rbf_is finished [took 113.1227s]
19/12/23 21:09:52| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01048) [took 372.8064s]
19/12/23 21:12:15| INFO d_bin_sld_rbf_gs finished [took 516.3199s]
----------------------------------------------------------------------------------------------------
19/12/23 21:22:23| INFO dataset imdb [pool size: 10]
19/12/23 21:22:23| INFO Dataset sample [0.0999 0.9001] of dataset imdb started
19/12/23 21:24:07| INFO d_m3w_sld_rbf finished [took 102.4440s]
19/12/23 21:24:34| INFO d_m3w_sld_rbf_mc finished [took 128.5265s]
19/12/23 21:24:40| INFO d_bin_sld_rbf_ne finished [took 134.4084s]
19/12/23 21:24:41| INFO d_bin_sld_rbf finished [took 135.3869s]
19/12/23 21:24:42| INFO d_bin_sld_rbf_mc finished [took 137.0802s]
19/12/23 21:24:44| INFO d_bin_sld_rbf_c finished [took 139.4842s]
19/12/23 21:24:51| INFO d_mul_sld_rbf finished [took 145.4620s]
19/12/23 21:24:53| INFO d_m3w_sld_rbf_c finished [took 147.6271s]
19/12/23 21:24:53| INFO d_mul_sld_rbf_mc finished [took 147.9748s]
19/12/23 21:24:54| INFO d_mul_sld_rbf_ne finished [took 149.1261s]
19/12/23 21:24:56| INFO ref finished [took 13.1790s]
19/12/23 21:24:58| INFO d_mul_sld_rbf_c finished [took 153.1788s]
19/12/23 21:25:01| INFO atc_mc finished [took 16.3094s]
19/12/23 21:25:06| INFO doc finished [took 15.5825s]
19/12/23 21:25:56| INFO d_m3w_sld_rbf_ne finished [took 108.4590s]
19/12/23 21:26:05| INFO d_bin_sld_rbf_is finished [took 91.2383s]
19/12/23 21:26:18| INFO d_m3w_sld_rbf_is finished [took 97.0688s]
19/12/23 21:26:25| INFO d_mul_sld_rbf_is finished [took 105.3666s]
19/12/23 21:26:41| DEBUG [size=11,place=1] best score = 0.01060973; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 15.455s]
19/12/23 21:26:41| DEBUG [size=11,place=2] best score = 0.02776150; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.2918104822363104, 'quantifier__recalib': None, 'confidence': None} [took 15.455s]
19/12/23 21:26:41| DEBUG [size=11,place=3] best score = 0.04385925; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 2.918104822363104, 'quantifier__recalib': None, 'confidence': None} [took 15.455s]
19/12/23 21:29:03| DEBUG [size=40,place=1] best score = 0.01059030; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 141.716s]
19/12/23 21:29:03| DEBUG [size=40,place=2] best score = 0.01088026; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 141.717s]
19/12/23 21:29:03| DEBUG [size=40,place=3] best score = 0.01139805; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 141.717s]
19/12/23 21:31:10| DEBUG [size=26,place=1] best score = 0.01047923; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 127.049s]
19/12/23 21:31:10| DEBUG [size=26,place=2] best score = 0.01104285; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 127.049s]
19/12/23 21:31:10| DEBUG [size=26,place=3] best score = 0.01129506; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 127.050s]
19/12/23 21:31:33| DEBUG [size=20,place=1] best score = 0.01138846; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': None} [took 22.909s]
19/12/23 21:31:33| DEBUG [size=20,place=2] best score = 0.01211995; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 29.181048223631038, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 22.909s]
19/12/23 21:31:33| DEBUG [size=20,place=3] best score = 0.01254719; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.2918104822363104, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 22.910s]
19/12/23 21:31:33| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 291.8104822363104, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01048) [took 307.2672s]
19/12/23 21:33:59| INFO d_bin_sld_rbf_gs finished [took 453.0048s]
19/12/23 21:34:19| DEBUG [size=11,place=1] best score = 0.04774805; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.2918104822363104, 'quantifier__recalib': None, 'confidence': None} [took 19.071s]
19/12/23 21:34:19| DEBUG [size=11,place=2] best score = 0.05873846; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 2.918104822363104, 'quantifier__recalib': None, 'confidence': None} [took 19.072s]
19/12/23 21:34:19| DEBUG [size=11,place=3] best score = 0.07000238; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 29.181048223631038, 'quantifier__recalib': None, 'confidence': None} [took 19.072s]
19/12/23 21:34:46| DEBUG [size=36,place=1] best score = 0.02601943; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.2918104822363104, 'quantifier__recalib': None, 'confidence': None} [took 27.753s]
19/12/23 21:34:46| DEBUG [size=36,place=2] best score = 0.03089002; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': None, 'confidence': None} [took 27.753s]
19/12/23 21:34:46| DEBUG [size=36,place=3] best score = 0.03089050; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': None, 'confidence': None} [took 27.753s]
19/12/23 21:35:08| DEBUG [size=15,place=1] best score = 0.02875396; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 22.068s]
19/12/23 21:35:08| DEBUG [size=15,place=2] best score = 0.02875460; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 22.069s]
19/12/23 21:35:08| DEBUG [size=15,place=3] best score = 0.02972597; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.2918104822363104, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 22.069s]
19/12/23 21:35:08| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.2918104822363104, 'quantifier__recalib': None, 'confidence': None} (score=0.02602) [took 69.0009s]
19/12/23 21:36:17| INFO d_mul_sld_rbf_gs finished [took 137.1613s]
19/12/23 21:36:36| DEBUG [size=11,place=1] best score = 0.01194631; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 19.019s]
19/12/23 21:36:36| DEBUG [size=11,place=2] best score = 0.01633117; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.2918104822363104, 'quantifier__recalib': None, 'confidence': None} [took 19.020s]
19/12/23 21:36:36| DEBUG [size=11,place=3] best score = 0.01831691; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': 'bcts', 'confidence': None} [took 19.020s]
19/12/23 21:38:22| DEBUG [size=40,place=1] best score = 0.00950562; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 106.343s]
19/12/23 21:38:22| DEBUG [size=40,place=2] best score = 0.01054428; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 106.344s]
19/12/23 21:38:22| DEBUG [size=40,place=3] best score = 0.01108507; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 106.344s]
19/12/23 21:39:10| DEBUG [size=25,place=1] best score = 0.01098297; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 47.983s]
19/12/23 21:39:10| DEBUG [size=25,place=2] best score = 0.01131095; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 47.983s]
19/12/23 21:39:10| DEBUG [size=25,place=3] best score = 0.01181042; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 47.983s]
19/12/23 21:39:10| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.02918104822363104, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00951) [took 173.4552s]
19/12/23 21:42:34| INFO d_m3w_sld_rbf_gs finished [took 377.7000s]
19/12/23 21:42:34| INFO Dataset sample [0.0999 0.9001] of dataset imdb finished [took 1211.5869s]
19/12/23 21:42:34| INFO Dataset sample [0.2 0.8] of dataset imdb started
19/12/23 21:44:51| INFO d_bin_sld_rbf_ne finished [took 136.1246s]
19/12/23 21:45:19| INFO d_bin_sld_rbf_mc finished [took 163.5738s]
19/12/23 21:45:40| INFO d_bin_sld_rbf_c finished [took 184.3139s]
19/12/23 21:45:40| INFO d_bin_sld_rbf finished [took 184.5857s]
19/12/23 21:45:45| INFO d_m3w_sld_rbf_c finished [took 189.6897s]
19/12/23 21:45:53| INFO d_m3w_sld_rbf finished [took 198.0153s]
19/12/23 21:45:57| INFO ref finished [took 12.0643s]
19/12/23 21:46:09| INFO d_m3w_sld_rbf_mc finished [took 213.9189s]
19/12/23 21:46:10| INFO atc_mc finished [took 16.5145s]
19/12/23 21:46:17| INFO d_mul_sld_rbf_mc finished [took 221.9991s]
19/12/23 21:46:18| INFO doc finished [took 20.0289s]
19/12/23 21:46:22| INFO d_mul_sld_rbf_ne finished [took 226.8677s]
19/12/23 21:46:22| INFO d_mul_sld_rbf finished [took 226.8229s]
19/12/23 21:46:27| INFO d_mul_sld_rbf_c finished [took 231.4018s]
19/12/23 21:47:27| INFO d_bin_sld_rbf_is finished [took 127.1947s]
19/12/23 21:47:37| INFO d_m3w_sld_rbf_ne finished [took 165.5889s]
19/12/23 21:47:55| INFO d_m3w_sld_rbf_is finished [took 134.7268s]
19/12/23 21:47:59| INFO d_mul_sld_rbf_is finished [took 138.8934s]
19/12/23 21:48:14| DEBUG [size=11,place=1] best score = 0.01023390; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 409.16042668167097, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 14.156s]
19/12/23 21:48:14| DEBUG [size=11,place=2] best score = 0.01375599; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.40916042668167096, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 14.157s]
19/12/23 21:48:14| DEBUG [size=11,place=3] best score = 0.02354112; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.0409160426681671, 'quantifier__recalib': 'bcts', 'confidence': None} [took 14.157s]
19/12/23 21:50:48| DEBUG [size=42,place=1] best score = 0.00759012; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.0409160426681671, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 153.909s]
19/12/23 21:50:48| DEBUG [size=42,place=2] best score = 0.00833266; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.40916042668167096, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 153.910s]
19/12/23 21:50:48| DEBUG [size=42,place=3] best score = 0.00865113; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.40916042668167096, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 153.910s]
19/12/23 21:51:23| DEBUG [size=26,place=1] best score = 0.00780784; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.0409160426681671, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 35.435s]
19/12/23 21:51:23| DEBUG [size=26,place=2] best score = 0.00832052; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.0409160426681671, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 35.435s]
19/12/23 21:51:23| DEBUG [size=26,place=3] best score = 0.00836788; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.40916042668167096, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 35.436s]
19/12/23 21:51:23| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.0409160426681671, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.00759) [took 203.6329s]
19/12/23 21:53:43| INFO d_bin_sld_rbf_gs finished [took 343.5686s]
19/12/23 21:54:03| DEBUG [size=11,place=1] best score = 0.01100832; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.40916042668167096, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 19.836s]
19/12/23 21:54:03| DEBUG [size=11,place=2] best score = 0.01945958; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.0409160426681671, 'quantifier__recalib': 'bcts', 'confidence': None} [took 19.836s]
19/12/23 21:54:03| DEBUG [size=11,place=3] best score = 0.02105467; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 40.916042668167094, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 19.836s]
19/12/23 21:58:56| DEBUG [size=42,place=1] best score = 0.00776952; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.40916042668167096, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 292.090s]
19/12/23 21:58:56| DEBUG [size=42,place=2] best score = 0.00990603; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 4.091604266816709, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 292.090s]
19/12/23 21:58:56| DEBUG [size=42,place=3] best score = 0.01011631; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 40.916042668167094, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 292.090s]
19/12/23 22:01:31| DEBUG [size=26,place=1] best score = 0.00738092; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.40916042668167096, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 155.144s]
19/12/23 22:01:31| DEBUG [size=26,place=2] best score = 0.00918911; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.40916042668167096, 'quantifier__recalib': 'bcts', 'confidence': None} [took 155.145s]
19/12/23 22:01:31| DEBUG [size=26,place=3] best score = 0.00934195; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 4.091604266816709, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 155.145s]
19/12/23 22:02:29| DEBUG [size=25,place=1] best score = 0.00881681; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.40916042668167096, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 58.407s]
19/12/23 22:02:29| DEBUG [size=25,place=2] best score = 0.00976098; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 4.091604266816709, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 58.407s]
19/12/23 22:02:29| DEBUG [size=25,place=3] best score = 0.00997026; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.40916042668167096, 'quantifier__recalib': 'bcts', 'confidence': None} [took 58.408s]
19/12/23 22:02:29| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.40916042668167096, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00738) [took 525.6123s]
19/12/23 22:05:15| INFO d_mul_sld_rbf_gs finished [took 691.8646s]
19/12/23 22:05:36| DEBUG [size=11,place=1] best score = 0.00841352; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.40916042668167096, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 20.445s]
19/12/23 22:05:36| DEBUG [size=11,place=2] best score = 0.01306115; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 409.16042668167097, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 20.446s]
19/12/23 22:05:36| DEBUG [size=11,place=3] best score = 0.01358931; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 40.916042668167094, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 20.446s]
19/12/23 22:11:17| DEBUG [size=42,place=1] best score = 0.00830974; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.40916042668167096, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 340.230s]
19/12/23 22:11:17| DEBUG [size=42,place=2] best score = 0.00878761; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.40916042668167096, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 340.231s]
19/12/23 22:11:17| DEBUG [size=42,place=3] best score = 0.00879920; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.40916042668167096, 'quantifier__recalib': 'bcts', 'confidence': None} [took 340.231s]
19/12/23 22:19:52| DEBUG [size=30,place=1] best score = 0.00842792; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.40916042668167096, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 515.576s]
19/12/23 22:19:52| DEBUG [size=30,place=2] best score = 0.00886425; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.0409160426681671, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 515.576s]
19/12/23 22:19:52| DEBUG [size=30,place=3] best score = 0.00891389; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.40916042668167096, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 515.577s]
19/12/23 22:19:52| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.40916042668167096, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00831) [took 876.3647s]
19/12/23 22:21:37| INFO d_m3w_sld_rbf_gs finished [took 980.7143s]
19/12/23 22:21:37| INFO Dataset sample [0.2 0.8] of dataset imdb finished [took 2342.1963s]
19/12/23 22:21:37| INFO Dataset sample [0.3 0.7] of dataset imdb started
19/12/23 22:24:10| INFO d_m3w_sld_rbf_mc finished [took 151.2631s]
19/12/23 22:24:12| INFO d_bin_sld_rbf_ne finished [took 152.9099s]
19/12/23 22:24:21| INFO d_bin_sld_rbf_c finished [took 162.3003s]
19/12/23 22:24:28| INFO d_bin_sld_rbf finished [took 170.6132s]
19/12/23 22:24:35| INFO d_bin_sld_rbf_mc finished [took 176.3800s]
19/12/23 22:24:48| INFO ref finished [took 12.0345s]
19/12/23 22:25:05| INFO atc_mc finished [took 16.8417s]
19/12/23 22:25:26| INFO doc finished [took 20.0653s]
19/12/23 22:25:38| INFO d_m3w_sld_rbf finished [took 239.4454s]
19/12/23 22:25:39| INFO d_mul_sld_rbf finished [took 239.6765s]
19/12/23 22:25:45| INFO d_mul_sld_rbf_c finished [took 245.8710s]
19/12/23 22:25:48| INFO d_m3w_sld_rbf_c finished [took 249.2694s]
19/12/23 22:25:50| INFO d_mul_sld_rbf_mc finished [took 250.4887s]
19/12/23 22:25:53| INFO d_mul_sld_rbf_ne finished [took 254.7549s]
19/12/23 22:26:46| INFO d_bin_sld_rbf_is finished [took 153.5942s]
19/12/23 22:26:46| INFO d_m3w_sld_rbf_ne finished [took 155.5633s]
19/12/23 22:27:23| INFO d_m3w_sld_rbf_is finished [took 175.2918s]
19/12/23 22:27:47| INFO d_mul_sld_rbf_is finished [took 204.8334s]
19/12/23 22:28:03| DEBUG [size=11,place=1] best score = 0.02192853; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 55.150738286634635, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 15.731s]
19/12/23 22:28:03| DEBUG [size=11,place=2] best score = 0.02561059; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 551.5073828663463, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 15.732s]
19/12/23 22:28:03| DEBUG [size=11,place=3] best score = 0.02924295; best param = {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 55.150738286634635, 'quantifier__recalib': 'bcts', 'confidence': None} [took 15.732s]
19/12/23 22:32:39| DEBUG [size=40,place=1] best score = 0.01425644; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 551.5073828663463, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 275.584s]
19/12/23 22:32:39| DEBUG [size=40,place=2] best score = 0.02194697; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 551.5073828663463, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 275.584s]
19/12/23 22:32:39| DEBUG [size=40,place=3] best score = 0.02275157; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 55.150738286634635, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 275.584s]
19/12/23 22:40:29| DEBUG [size=24,place=1] best score = 0.01524908; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 551.5073828663463, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 470.426s]
19/12/23 22:40:29| DEBUG [size=24,place=2] best score = 0.01919959; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 551.5073828663463, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 470.426s]
19/12/23 22:40:29| DEBUG [size=24,place=3] best score = 0.01971381; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 551.5073828663463, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 470.426s]
19/12/23 22:40:29| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 551.5073828663463, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.01426) [took 761.8520s]
19/12/23 22:43:32| INFO d_bin_sld_rbf_gs finished [took 944.8587s]
19/12/23 22:43:58| DEBUG [size=11,place=1] best score = 0.02076101; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 55.150738286634635, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 25.008s]
19/12/23 22:43:58| DEBUG [size=11,place=2] best score = 0.02373897; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 551.5073828663463, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 25.008s]
19/12/23 22:43:58| DEBUG [size=11,place=3] best score = 0.02553505; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.05515073828663464, 'quantifier__recalib': 'bcts', 'confidence': None} [took 25.009s]
19/12/23 22:48:47| DEBUG [size=42,place=1] best score = 0.01922494; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 551.5073828663463, 'quantifier__recalib': 'bcts', 'confidence': None} [took 289.150s]
19/12/23 22:48:47| DEBUG [size=42,place=2] best score = 0.01943518; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 55.150738286634635, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 289.150s]
19/12/23 22:48:47| DEBUG [size=42,place=3] best score = 0.01976916; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 551.5073828663463, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 289.150s]
19/12/23 22:57:04| DEBUG [size=36,place=1] best score = 0.01680873; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 55.150738286634635, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} [took 497.281s]
19/12/23 22:57:04| DEBUG [size=36,place=2] best score = 0.01792388; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 551.5073828663463, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 497.282s]
19/12/23 22:57:04| DEBUG [size=36,place=3] best score = 0.01823610; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 551.5073828663463, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 497.282s]
19/12/23 23:06:06| DEBUG [size=25,place=1] best score = 0.01580744; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 5.515073828663463, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 541.663s]
19/12/23 23:06:06| DEBUG [size=25,place=2] best score = 0.01732318; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 551.5073828663463, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 541.663s]
19/12/23 23:06:06| DEBUG [size=25,place=3] best score = 0.01854836; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 551.5073828663463, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 541.664s]
19/12/23 23:11:23| DEBUG [size=15,place=1] best score = 0.01819077; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 0.05515073828663464, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 317.497s]
19/12/23 23:11:23| DEBUG [size=15,place=2] best score = 0.01910830; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 5.515073828663463, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 317.498s]
19/12/23 23:11:23| DEBUG [size=15,place=3] best score = 0.01950554; best param = {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 5.515073828663463, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 317.498s]
19/12/23 23:11:23| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 5.515073828663463, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01581) [took 1670.7454s]
19/12/23 23:12:49| INFO d_mul_sld_rbf_gs finished [took 1756.7890s]
19/12/23 23:13:14| DEBUG [size=11,place=1] best score = 0.01980739; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.5515073828663464, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 23.807s]
19/12/23 23:13:14| DEBUG [size=11,place=2] best score = 0.01985869; best param = {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 55.150738286634635, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 23.807s]
19/12/23 23:13:14| DEBUG [size=11,place=3] best score = 0.02147280; best param = {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 55.150738286634635, 'quantifier__recalib': 'bcts', 'confidence': None} [took 23.808s]
19/12/23 23:19:29| DEBUG [size=40,place=1] best score = 0.01573720; best param = {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 551.5073828663463, 'quantifier__recalib': 'bcts', 'confidence': None} [took 375.849s]
19/12/23 23:19:29| DEBUG [size=40,place=2] best score = 0.01796630; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 55.150738286634635, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 375.850s]
19/12/23 23:19:29| DEBUG [size=40,place=3] best score = 0.01916539; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 55.150738286634635, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 375.850s]
19/12/23 23:30:21| DEBUG [size=24,place=1] best score = 0.01590004; best param = {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 551.5073828663463, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 651.760s]
19/12/23 23:30:21| DEBUG [size=24,place=2] best score = 0.01593510; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 551.5073828663463, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 651.761s]
19/12/23 23:30:21| DEBUG [size=24,place=3] best score = 0.01612127; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 551.5073828663463, 'quantifier__recalib': 'bcts', 'confidence': None} [took 651.761s]
19/12/23 23:30:21| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__classifier__gamma': 551.5073828663463, 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.01574) [took 1051.5272s]
19/12/23 23:32:58| INFO d_m3w_sld_rbf_gs finished [took 1207.7707s]
19/12/23 23:32:58| INFO Dataset sample [0.3 0.7] of dataset imdb finished [took 4280.8946s]
19/12/23 23:32:58| INFO Dataset sample [0.3999 0.6001] of dataset imdb started
19/12/23 23:35:07| INFO d_bin_sld_rbf_ne finished [took 127.3095s]
19/12/23 23:35:08| INFO d_bin_sld_rbf_c finished [took 128.0716s]
19/12/23 23:35:29| INFO d_bin_sld_rbf finished [took 150.5435s]
19/12/23 23:35:33| INFO d_bin_sld_rbf_mc finished [took 153.0340s]
19/12/23 23:36:46| INFO d_mul_sld_rbf finished [took 227.7837s]
19/12/23 23:36:53| INFO d_m3w_sld_rbf_c finished [took 232.9017s]
19/12/23 23:36:54| INFO d_mul_sld_rbf_ne finished [took 233.6819s]
19/12/23 23:36:58| INFO ref finished [took 11.3555s]
19/12/23 23:36:59| INFO d_m3w_sld_rbf finished [took 240.4900s]
19/12/23 23:37:03| INFO d_m3w_sld_rbf_mc finished [took 242.6943s]
19/12/23 23:37:10| INFO atc_mc finished [took 16.6080s]
19/12/23 23:37:11| INFO d_mul_sld_rbf_c finished [took 251.4695s]
19/12/23 23:37:12| INFO doc finished [took 17.6747s]
19/12/23 23:37:22| INFO d_mul_sld_rbf_mc finished [took 262.5936s]
19/12/23 23:37:36| INFO d_bin_sld_rbf_is finished [took 148.5276s]
19/12/23 23:38:28| INFO d_m3w_sld_rbf_ne finished [took 200.2703s]
19/12/23 23:38:36| INFO d_m3w_sld_rbf_is finished [took 182.5739s]
19/12/23 23:38:45| INFO d_mul_sld_rbf_is finished [took 195.6879s]
19/12/23 23:39:00| DEBUG [size=11,place=1] best score = 0.01359629; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.6736070303013437, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 14.289s]
19/12/23 23:39:00| DEBUG [size=11,place=2] best score = 0.01674229; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.6736070303013437, 'quantifier__recalib': None, 'confidence': None} [took 14.290s]
19/12/23 23:39:00| DEBUG [size=11,place=3] best score = 0.01914111; best param = {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 673.6070303013437, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 14.290s]
19/12/23 23:40:27| DEBUG [size=42,place=1] best score = 0.01258506; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.6736070303013437, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 87.146s]
19/12/23 23:40:27| DEBUG [size=42,place=2] best score = 0.01261284; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 6.736070303013436, 'quantifier__recalib': None, 'confidence': None} [took 87.146s]
19/12/23 23:40:27| DEBUG [size=42,place=3] best score = 0.01270060; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.6736070303013437, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} [took 87.146s]
19/12/23 23:44:47| DEBUG [size=29,place=1] best score = 0.01275629; best param = {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.6736070303013437, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} [took 260.067s]
19/12/23 23:44:47| DEBUG [size=29,place=2] best score = 0.01298527; best param = {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.6736070303013437, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 260.067s]
19/12/23 23:44:47| DEBUG [size=29,place=3] best score = 0.01303598; best param = {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 6.736070303013436, 'quantifier__recalib': None, 'confidence': ['isoft']} [took 260.067s]
19/12/23 23:44:47| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__classifier__gamma': 0.6736070303013437, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01259) [took 361.6140s]
----------------------------------------------------------------------------------------------------
20/12/23 10:20:50| INFO dataset imdb [pool size: 10]
20/12/23 10:20:50| INFO Dataset sample [0.0999 0.9001] of dataset imdb started
20/12/23 10:20:52| WARNING Method bin_sld_lr_mc failed. Exception: 'coo_matrix' object is not subscriptable
20/12/23 10:20:52| WARNING Method bin_sld_lr failed. Exception: 'coo_matrix' object is not subscriptable
20/12/23 10:20:52| WARNING Method bin_sld_lr_c failed. Exception: 'coo_matrix' object is not subscriptable
20/12/23 10:20:53| WARNING Method bin_sld_lr_ne failed. Exception: 'coo_matrix' object is not subscriptable
20/12/23 10:20:53| WARNING Method bin_sld_lr_is failed. Exception: 'coo_matrix' object is not subscriptable
20/12/23 10:21:10| INFO ref finished [took 16.8025s]
20/12/23 10:21:29| INFO atc_mc finished [took 18.4451s]
20/12/23 10:21:40| INFO m3w_sld_lr_c finished [took 47.9577s]
20/12/23 10:21:41| INFO m3w_sld_lr_ne finished [took 48.1798s]
20/12/23 10:21:42| INFO mul_sld_lr_is finished [took 48.6494s]
20/12/23 10:21:43| INFO m3w_sld_lr_is finished [took 49.2860s]
20/12/23 10:21:43| INFO m3w_sld_lr_mc finished [took 50.0781s]
20/12/23 10:21:43| INFO m3w_sld_lr finished [took 50.8334s]
20/12/23 10:21:43| INFO mul_sld_lr_c finished [took 51.4041s]
20/12/23 10:21:44| INFO mul_sld_lr_ne finished [took 51.3204s]
20/12/23 10:21:44| INFO mul_sld_lr_mc finished [took 51.6963s]
----------------------------------------------------------------------------------------------------
20/12/23 10:23:21| INFO dataset imdb [pool size: 10]
20/12/23 10:23:21| INFO Dataset sample [0.0999 0.9001] of dataset imdb started
20/12/23 10:23:53| INFO m3w_sld_lr_c finished [took 29.7964s]
20/12/23 10:23:55| INFO m3w_sld_lr_mc finished [took 30.9568s]
20/12/23 10:23:56| INFO m3w_sld_lr finished [took 32.4531s]
20/12/23 10:23:56| INFO mul_sld_lr_ne finished [took 32.5751s]
20/12/23 10:23:58| INFO bin_sld_lr_mc finished [took 33.9540s]
20/12/23 10:23:58| INFO mul_sld_lr_c finished [took 34.3342s]
20/12/23 10:24:00| INFO mul_sld_lr_mc finished [took 36.0798s]
20/12/23 10:24:00| INFO bin_sld_lr_ne finished [took 36.3441s]
20/12/23 10:24:01| INFO bin_sld_lr finished [took 37.5019s]
20/12/23 10:24:02| INFO bin_sld_lr_c finished [took 37.9181s]
20/12/23 10:24:05| INFO mul_sld_lr finished [took 41.7458s]
----------------------------------------------------------------------------------------------------
20/12/23 10:24:33| INFO dataset imdb [pool size: 10]
20/12/23 10:24:33| INFO Dataset sample [0.0999 0.9001] of dataset imdb started
20/12/23 10:25:20| INFO m3w_sld_lr_c finished [took 35.5213s]
20/12/23 10:25:23| INFO m3w_sld_lr finished [took 40.6148s]
20/12/23 10:25:24| INFO mul_sld_lr_mc finished [took 38.1662s]
20/12/23 10:25:27| INFO mul_sld_lr finished [took 45.1495s]
20/12/23 10:25:28| INFO m3w_sld_lr_mc finished [took 41.7214s]
20/12/23 10:25:28| INFO mul_sld_lr_c finished [took 43.9173s]
20/12/23 10:25:28| INFO mul_sld_lr_ne finished [took 41.0378s]
20/12/23 10:25:46| INFO ref finished [took 17.5308s]
20/12/23 10:25:52| INFO atc_mc finished [took 24.2389s]
20/12/23 10:25:54| INFO m3w_sld_lr_ne finished [took 33.4339s]
20/12/23 10:25:58| INFO doc finished [took 29.2259s]
20/12/23 10:25:58| INFO mul_sld_lr_is finished [took 34.2513s]
20/12/23 10:26:00| INFO m3w_sld_lr_is finished [took 32.6867s]
----------------------------------------------------------------------------------------------------
20/12/23 10:26:27| INFO dataset imdb [pool size: 10]
20/12/23 10:26:27| INFO Dataset sample [0.0999 0.9001] of dataset imdb started
20/12/23 10:27:31| INFO bin_sld_lr finished [took 55.8984s]
20/12/23 10:27:32| INFO m3w_sld_lr_c finished [took 53.2241s]
20/12/23 10:27:32| INFO m3w_sld_lr finished [took 56.0702s]
20/12/23 10:27:34| INFO mul_sld_lr_c finished [took 56.0379s]
20/12/23 10:27:34| INFO mul_sld_lr_mc finished [took 54.6543s]
20/12/23 10:27:36| INFO m3w_sld_lr_mc finished [took 55.7297s]
20/12/23 10:27:36| INFO mul_sld_lr_ne finished [took 54.6050s]
20/12/23 10:27:43| INFO mul_sld_lr finished [took 67.1825s]
20/12/23 10:27:43| INFO bin_sld_lr_c finished [took 66.1768s]
20/12/23 10:27:45| INFO bin_sld_lr_ne finished [took 64.2141s]
20/12/23 10:27:45| INFO bin_sld_lr_mc finished [took 66.3553s]
20/12/23 10:27:56| INFO ref finished [took 21.7923s]
20/12/23 10:28:04| INFO atc_mc finished [took 27.8282s]
20/12/23 10:28:09| INFO doc finished [took 32.3460s]
20/12/23 10:28:09| INFO mul_sld_lr_is finished [took 36.5316s]
20/12/23 10:28:09| INFO m3w_sld_lr_ne finished [took 37.5858s]
20/12/23 10:28:11| INFO m3w_sld_lr_is finished [took 36.7785s]
21/12/23 10:41:35| ERROR estimate comparison failed. Exception: Invalid target None
----------------------------------------------------------------------------------------------------
21/12/23 10:42:32| INFO dataset rcv1_CCAT [pool size: 10]
21/12/23 10:42:32| INFO Dataset sample [0.1 0.9] of dataset rcv1_CCAT started
21/12/23 13:15:06| ERROR estimate comparison failed. Exception: 'str' object has no attribute 'copy'
----------------------------------------------------------------------------------------------------
21/12/23 13:18:37| INFO dataset rcv1_CCAT [pool size: 10]
21/12/23 13:18:37| INFO Dataset sample [0.1 0.9] of dataset rcv1_CCAT started
----------------------------------------------------------------------------------------------------
21/12/23 13:19:20| INFO dataset imdb [pool size: 10]
21/12/23 13:19:20| INFO Dataset sample [0.1 0.9] of dataset imdb started
----------------------------------------------------------------------------------------------------
11/01/24 17:45:43| INFO dataset imdb [pool size: 10]
11/01/24 17:45:44| INFO Dataset sample [0.1 0.9] of dataset imdb started
11/01/24 17:45:46| WARNING Method rca failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
11/01/24 17:45:55| INFO ref finished [took 9.5144s]
11/01/24 17:45:58| INFO atc_mc finished [took 12.9710s]
11/01/24 17:46:00| INFO doc finished [took 14.8364s]
11/01/24 17:46:00| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 16.6360s]
11/01/24 17:46:00| INFO Dataset sample [0.2 0.8] of dataset imdb started
11/01/24 17:46:11| INFO ref finished [took 9.7149s]
11/01/24 17:46:15| INFO atc_mc finished [took 13.1826s]
11/01/24 17:46:18| INFO doc finished [took 15.7836s]
----------------------------------------------------------------------------------------------------
11/01/24 17:49:26| INFO dataset imdb [pool size: 10]
11/01/24 17:49:26| INFO Dataset sample [0.1 0.9] of dataset imdb started
11/01/24 17:49:37| INFO ref finished [took 9.9876s]
11/01/24 17:49:41| INFO atc_mc finished [took 13.4271s]
11/01/24 17:49:43| INFO doc finished [took 15.5034s]
11/01/24 17:52:17| WARNING Method rca failed. Exception: list indices must be integers or slices, not tuple
11/01/24 17:52:18| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 171.8770s]
11/01/24 17:52:18| INFO Dataset sample [0.2 0.8] of dataset imdb started
11/01/24 17:52:29| INFO ref finished [took 9.5599s]
11/01/24 17:52:32| INFO atc_mc finished [took 12.9458s]
11/01/24 17:52:35| INFO doc finished [took 15.5329s]
----------------------------------------------------------------------------------------------------
11/01/24 17:53:24| INFO dataset imdb [pool size: 10]
11/01/24 17:53:25| INFO Dataset sample [0.1 0.9] of dataset imdb started
11/01/24 17:53:36| INFO ref finished [took 9.6240s]
11/01/24 17:53:39| INFO atc_mc finished [took 13.1298s]
11/01/24 17:53:41| INFO doc finished [took 15.3369s]
11/01/24 17:56:09| WARNING Method rca failed. Exception: Input X contains NaN.
LinearRegression does not accept missing values encoded as NaN natively. For supervised learning, you might want to consider sklearn.ensemble.HistGradientBoostingClassifier and Regressor which accept missing values encoded as NaNs natively. Alternatively, it is possible to preprocess the data, for instance by using an imputer transformer in a pipeline or drop samples with missing values. See https://scikit-learn.org/stable/modules/impute.html You can find a list of all estimators that handle NaN values at the following page: https://scikit-learn.org/stable/modules/impute.html#estimators-that-handle-nan-values
11/01/24 17:56:09| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 164.4590s]
11/01/24 17:56:09| INFO Dataset sample [0.2 0.8] of dataset imdb started
11/01/24 17:56:20| INFO ref finished [took 9.4256s]
11/01/24 17:56:24| INFO atc_mc finished [took 13.2408s]
11/01/24 17:56:26| INFO doc finished [took 15.1149s]
----------------------------------------------------------------------------------------------------
11/01/24 17:59:44| INFO dataset imdb [pool size: 10]
11/01/24 17:59:44| INFO Dataset sample [0.1 0.9] of dataset imdb started
11/01/24 17:59:55| INFO ref finished [took 9.2173s]
11/01/24 17:59:59| INFO atc_mc finished [took 13.2173s]
11/01/24 18:00:00| INFO doc finished [took 14.7405s]
11/01/24 18:05:09| INFO rca finished [took 323.3917s]
11/01/24 18:05:09| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 325.0591s]
11/01/24 18:05:09| INFO Dataset sample [0.2 0.8] of dataset imdb started
11/01/24 18:05:19| INFO ref finished [took 9.3856s]
11/01/24 18:05:24| INFO atc_mc finished [took 13.1664s]
11/01/24 18:05:26| INFO doc finished [took 15.1844s]
11/01/24 18:11:27| INFO rca finished [took 376.3302s]
11/01/24 18:11:27| INFO Dataset sample [0.2 0.8] of dataset imdb finished [took 378.0220s]
11/01/24 18:11:27| INFO Dataset sample [0.3 0.7] of dataset imdb started
11/01/24 18:11:37| INFO ref finished [took 9.6130s]
11/01/24 18:11:42| INFO atc_mc finished [took 12.7964s]
11/01/24 18:11:44| INFO doc finished [took 15.2805s]
11/01/24 18:17:24| INFO rca finished [took 355.2427s]
11/01/24 18:17:24| INFO Dataset sample [0.3 0.7] of dataset imdb finished [took 356.9437s]
11/01/24 18:17:24| INFO Dataset sample [0.4 0.6] of dataset imdb started
11/01/24 18:17:35| INFO ref finished [took 10.0997s]
11/01/24 18:17:39| INFO atc_mc finished [took 12.7937s]
11/01/24 18:17:41| INFO doc finished [took 15.1957s]
11/01/24 18:23:37| INFO rca finished [took 371.4493s]
11/01/24 18:23:37| INFO Dataset sample [0.4 0.6] of dataset imdb finished [took 373.1068s]
11/01/24 18:23:37| INFO Dataset sample [0.5 0.5] of dataset imdb started
11/01/24 18:23:47| INFO ref finished [took 9.4508s]
11/01/24 18:23:52| INFO atc_mc finished [took 13.1711s]
11/01/24 18:23:54| INFO doc finished [took 14.9710s]
11/01/24 18:29:49| INFO rca finished [took 370.5003s]
11/01/24 18:29:49| INFO Dataset sample [0.5 0.5] of dataset imdb finished [took 372.1584s]
11/01/24 18:29:50| INFO Dataset sample [0.6 0.4] of dataset imdb started
11/01/24 18:29:59| INFO ref finished [took 9.0665s]
11/01/24 18:30:04| INFO atc_mc finished [took 12.7289s]
11/01/24 18:30:07| INFO doc finished [took 15.5863s]
11/01/24 18:36:00| INFO rca finished [took 369.0281s]
11/01/24 18:36:00| INFO Dataset sample [0.6 0.4] of dataset imdb finished [took 370.7272s]
11/01/24 18:36:00| INFO Dataset sample [0.7 0.3] of dataset imdb started
11/01/24 18:36:10| INFO ref finished [took 9.2656s]
11/01/24 18:36:15| INFO atc_mc finished [took 13.1792s]
11/01/24 18:36:17| INFO doc finished [took 14.6607s]
11/01/24 18:41:52| INFO rca finished [took 350.3707s]
11/01/24 18:41:52| INFO Dataset sample [0.7 0.3] of dataset imdb finished [took 352.2048s]
11/01/24 18:41:52| INFO Dataset sample [0.8 0.2] of dataset imdb started
11/01/24 18:42:03| INFO ref finished [took 9.8442s]
11/01/24 18:42:07| INFO atc_mc finished [took 12.8323s]
11/01/24 18:42:09| INFO doc finished [took 15.1179s]
11/01/24 18:47:56| INFO rca finished [took 361.9745s]
11/01/24 18:47:56| INFO Dataset sample [0.8 0.2] of dataset imdb finished [took 363.5862s]
11/01/24 18:47:56| INFO Dataset sample [0.9 0.1] of dataset imdb started
11/01/24 18:48:06| INFO ref finished [took 9.7024s]
11/01/24 18:48:10| INFO atc_mc finished [took 12.7381s]
11/01/24 18:48:12| INFO doc finished [took 14.8031s]
11/01/24 18:53:02| INFO rca finished [took 304.8835s]
11/01/24 18:53:03| INFO Dataset sample [0.9 0.1] of dataset imdb finished [took 306.4818s]
----------------------------------------------------------------------------------------------------
11/01/24 19:22:42| INFO dataset imdb [pool size: 10]
11/01/24 19:22:42| INFO Dataset sample [0.1 0.9] of dataset imdb started
11/01/24 19:22:58| INFO ref finished [took 13.0226s]
11/01/24 19:23:04| INFO doc finished [took 19.3350s]
11/01/24 19:23:06| INFO atc_mc finished [took 21.4649s]
11/01/24 19:23:06| INFO mul_sld_lr_is finished [took 22.3159s]
11/01/24 19:23:11| INFO m3w_sld_lr_is finished [took 26.6102s]
11/01/24 19:23:12| INFO bin_sld_lr_is finished [took 28.2184s]
11/01/24 19:28:37| INFO rca_star finished [took 352.3160s]
11/01/24 19:28:38| INFO rca finished [took 353.3494s]
11/01/24 19:28:38| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 355.7885s]
11/01/24 19:28:38| INFO Dataset sample [0.2 0.8] of dataset imdb started
11/01/24 19:28:57| INFO ref finished [took 17.1455s]
11/01/24 19:29:01| INFO atc_mc finished [took 20.8209s]
11/01/24 19:29:04| INFO m3w_sld_lr_is finished [took 23.3364s]
11/01/24 19:29:04| INFO mul_sld_lr_is finished [took 25.7688s]
11/01/24 19:29:05| INFO doc finished [took 24.1281s]
11/01/24 19:29:08| INFO bin_sld_lr_is finished [took 29.2112s]
11/01/24 19:35:26| INFO rca_star finished [took 405.6560s]
11/01/24 19:35:29| INFO rca finished [took 409.2754s]
11/01/24 19:35:30| INFO Dataset sample [0.2 0.8] of dataset imdb finished [took 411.4105s]
11/01/24 19:35:30| INFO Dataset sample [0.3 0.7] of dataset imdb started
11/01/24 19:35:45| INFO ref finished [took 13.4987s]
11/01/24 19:35:51| INFO atc_mc finished [took 19.4372s]
11/01/24 19:35:53| INFO doc finished [took 21.0924s]
11/01/24 19:35:53| INFO m3w_sld_lr_is finished [took 21.7704s]
11/01/24 19:35:56| INFO bin_sld_lr_is finished [took 26.2499s]
11/01/24 19:36:00| INFO mul_sld_lr_is finished [took 29.7280s]
11/01/24 19:41:52| INFO rca finished [took 380.3390s]
11/01/24 19:41:52| INFO rca_star finished [took 380.8132s]
11/01/24 19:41:52| INFO Dataset sample [0.3 0.7] of dataset imdb finished [took 382.9205s]
11/01/24 19:41:52| INFO Dataset sample [0.4 0.6] of dataset imdb started
11/01/24 19:42:10| INFO atc_mc finished [took 15.3711s]
11/01/24 19:42:10| INFO ref finished [took 15.4340s]
11/01/24 19:42:16| INFO bin_sld_lr_is finished [took 23.3054s]
11/01/24 19:42:18| INFO doc finished [took 22.6740s]
11/01/24 19:42:19| INFO m3w_sld_lr_is finished [took 24.8003s]
11/01/24 19:42:19| INFO mul_sld_lr_is finished [took 26.2826s]
11/01/24 19:48:21| INFO rca finished [took 386.5740s]
11/01/24 19:48:22| INFO rca_star finished [took 387.1177s]
11/01/24 19:48:22| INFO Dataset sample [0.4 0.6] of dataset imdb finished [took 389.6785s]
11/01/24 19:48:22| INFO Dataset sample [0.5 0.5] of dataset imdb started
11/01/24 19:48:40| INFO ref finished [took 15.1822s]
11/01/24 19:48:40| INFO atc_mc finished [took 15.7723s]
11/01/24 19:48:45| INFO m3w_sld_lr_is finished [took 21.5652s]
11/01/24 19:48:46| INFO bin_sld_lr_is finished [took 23.7302s]
11/01/24 19:48:47| INFO doc finished [took 21.9776s]
11/01/24 19:48:48| INFO mul_sld_lr_is finished [took 25.6587s]
11/01/24 19:54:56| INFO rca finished [took 391.2796s]
11/01/24 19:54:56| INFO rca_star finished [took 391.2032s]
11/01/24 19:54:56| INFO Dataset sample [0.5 0.5] of dataset imdb finished [took 393.8551s]
11/01/24 19:54:56| INFO Dataset sample [0.6 0.4] of dataset imdb started
11/01/24 19:55:16| INFO ref finished [took 17.1861s]
11/01/24 19:55:21| INFO m3w_sld_lr_is finished [took 22.9208s]
11/01/24 19:55:21| INFO atc_mc finished [took 23.0157s]
11/01/24 19:55:24| INFO mul_sld_lr_is finished [took 27.7487s]
11/01/24 19:55:25| INFO doc finished [took 26.2502s]
11/01/24 19:55:26| INFO bin_sld_lr_is finished [took 29.8596s]
11/01/24 20:01:41| INFO rca_star finished [took 402.8706s]
11/01/24 20:01:41| INFO rca finished [took 403.3283s]
11/01/24 20:01:41| INFO Dataset sample [0.6 0.4] of dataset imdb finished [took 405.4001s]
11/01/24 20:01:41| INFO Dataset sample [0.7 0.3] of dataset imdb started
11/01/24 20:02:00| INFO ref finished [took 15.5507s]
11/01/24 20:02:00| INFO atc_mc finished [took 16.3132s]
11/01/24 20:02:03| INFO doc finished [took 19.8739s]
11/01/24 20:02:06| INFO m3w_sld_lr_is finished [took 22.7978s]
11/01/24 20:02:11| INFO bin_sld_lr_is finished [took 29.1952s]
11/01/24 20:02:13| INFO mul_sld_lr_is finished [took 30.6720s]
11/01/24 20:07:53| INFO rca_star finished [took 369.8628s]
11/01/24 20:07:56| INFO rca finished [took 371.6249s]
11/01/24 20:07:56| INFO Dataset sample [0.7 0.3] of dataset imdb finished [took 374.4092s]
11/01/24 20:07:56| INFO Dataset sample [0.8 0.2] of dataset imdb started
11/01/24 20:08:13| INFO atc_mc finished [took 15.9072s]
11/01/24 20:08:14| INFO ref finished [took 15.7858s]
11/01/24 20:08:16| INFO doc finished [took 18.0621s]
11/01/24 20:08:23| INFO m3w_sld_lr_is finished [took 24.3997s]
11/01/24 20:08:26| INFO mul_sld_lr_is finished [took 29.6145s]
11/01/24 20:08:30| INFO bin_sld_lr_is finished [took 33.3257s]
11/01/24 20:14:17| INFO rca finished [took 379.1278s]
11/01/24 20:14:19| INFO rca_star finished [took 381.2788s]
11/01/24 20:14:20| INFO Dataset sample [0.8 0.2] of dataset imdb finished [took 383.6880s]
11/01/24 20:14:20| INFO Dataset sample [0.9 0.1] of dataset imdb started
11/01/24 20:14:32| INFO ref finished [took 11.2763s]
11/01/24 20:14:39| INFO atc_mc finished [took 17.5156s]
11/01/24 20:14:40| INFO doc finished [took 18.5070s]
11/01/24 20:14:42| INFO mul_sld_lr_is finished [took 21.5852s]
11/01/24 20:14:46| INFO m3w_sld_lr_is finished [took 24.2651s]
11/01/24 20:14:49| INFO bin_sld_lr_is finished [took 29.4364s]
11/01/24 20:19:51| INFO rca finished [took 329.0828s]
11/01/24 20:19:52| INFO rca_star finished [took 329.8059s]
11/01/24 20:19:52| INFO Dataset sample [0.9 0.1] of dataset imdb finished [took 332.2244s]
----------------------------------------------------------------------------------------------------
11/01/24 20:19:57| INFO dataset rcv1_CCAT [pool size: 10]
11/01/24 20:19:57| INFO Dataset sample [0.1 0.9] of dataset rcv1_CCAT started
11/01/24 20:20:38| INFO atc_mc finished [took 39.2199s]
11/01/24 20:20:43| INFO m3w_sld_lr_is finished [took 43.6032s]
11/01/24 20:20:45| INFO ref finished [took 45.5070s]
11/01/24 20:20:53| INFO doc finished [took 53.7638s]
11/01/24 20:20:57| INFO bin_sld_lr_is finished [took 59.1037s]
11/01/24 20:21:00| INFO mul_sld_lr_is finished [took 62.1641s]
11/01/24 20:28:30| INFO rca finished [took 510.1587s]
11/01/24 20:28:36| INFO rca_star finished [took 516.9097s]
11/01/24 20:28:37| INFO Dataset sample [0.1 0.9] of dataset rcv1_CCAT finished [took 519.7131s]
11/01/24 20:28:37| INFO Dataset sample [0.2 0.8] of dataset rcv1_CCAT started
11/01/24 20:29:16| INFO atc_mc finished [took 36.6189s]
11/01/24 20:29:23| INFO doc finished [took 43.5836s]
11/01/24 20:29:27| INFO mul_sld_lr_is finished [took 49.1230s]
11/01/24 20:29:29| INFO ref finished [took 49.6178s]
11/01/24 20:29:29| INFO m3w_sld_lr_is finished [took 49.7190s]
11/01/24 20:29:37| INFO bin_sld_lr_is finished [took 59.3719s]
11/01/24 20:37:36| INFO rca_star finished [took 536.4353s]
11/01/24 20:37:44| INFO rca finished [took 544.2008s]
11/01/24 20:37:44| INFO Dataset sample [0.2 0.8] of dataset rcv1_CCAT finished [took 547.2882s]
11/01/24 20:37:44| INFO Dataset sample [0.3 0.7] of dataset rcv1_CCAT started
11/01/24 20:38:20| INFO ref finished [took 34.3675s]
11/01/24 20:38:36| INFO atc_mc finished [took 49.1199s]
11/01/24 20:38:36| INFO bin_sld_lr_is finished [took 51.0956s]
11/01/24 20:38:38| INFO doc finished [took 51.1297s]
11/01/24 20:38:39| INFO m3w_sld_lr_is finished [took 52.6790s]
11/01/24 20:38:47| INFO mul_sld_lr_is finished [took 61.9538s]
11/01/24 20:47:09| INFO rca finished [took 563.4564s]
11/01/24 20:47:11| INFO rca_star finished [took 564.4977s]
11/01/24 20:47:11| INFO Dataset sample [0.3 0.7] of dataset rcv1_CCAT finished [took 566.9295s]
11/01/24 20:47:11| INFO Dataset sample [0.4 0.6] of dataset rcv1_CCAT started
11/01/24 20:47:54| INFO ref finished [took 39.9763s]
11/01/24 20:47:54| INFO atc_mc finished [took 41.4860s]
11/01/24 20:47:56| INFO doc finished [took 42.9164s]
11/01/24 20:48:05| INFO m3w_sld_lr_is finished [took 52.0284s]
11/01/24 20:48:07| INFO bin_sld_lr_is finished [took 55.2512s]
11/01/24 20:48:12| INFO mul_sld_lr_is finished [took 60.1462s]
11/01/24 20:57:04| INFO rca_star finished [took 590.8492s]
11/01/24 20:57:09| INFO rca finished [took 595.0431s]
11/01/24 20:57:09| INFO Dataset sample [0.4 0.6] of dataset rcv1_CCAT finished [took 598.0414s]
11/01/24 20:57:09| INFO Dataset sample [0.5 0.5] of dataset rcv1_CCAT started
11/01/24 20:57:51| INFO ref finished [took 40.1424s]
11/01/24 20:57:57| INFO atc_mc finished [took 46.1153s]
11/01/24 20:58:07| INFO doc finished [took 55.7683s]
11/01/24 20:58:09| INFO mul_sld_lr_is finished [took 59.5365s]
11/01/24 20:58:11| INFO m3w_sld_lr_is finished [took 58.8824s]
11/01/24 20:58:14| INFO bin_sld_lr_is finished [took 64.0466s]
11/01/24 21:07:04| INFO rca_star finished [took 591.8466s]
11/01/24 21:07:08| INFO rca finished [took 596.5608s]
11/01/24 21:07:08| INFO Dataset sample [0.5 0.5] of dataset rcv1_CCAT finished [took 599.4563s]
11/01/24 21:07:08| INFO Dataset sample [0.6 0.4] of dataset rcv1_CCAT started
11/01/24 21:07:43| INFO ref finished [took 32.7569s]
11/01/24 21:07:49| INFO doc finished [took 38.5327s]
11/01/24 21:07:56| INFO atc_mc finished [took 45.0008s]
11/01/24 21:08:00| INFO m3w_sld_lr_is finished [took 49.7130s]
11/01/24 21:08:03| INFO mul_sld_lr_is finished [took 53.6008s]
11/01/24 21:08:12| INFO bin_sld_lr_is finished [took 63.2777s]
11/01/24 21:16:25| INFO rca finished [took 554.2786s]
11/01/24 21:16:33| INFO rca_star finished [took 563.0219s]
11/01/24 21:16:34| INFO Dataset sample [0.6 0.4] of dataset rcv1_CCAT finished [took 565.3424s]
11/01/24 21:16:34| INFO Dataset sample [0.7 0.3] of dataset rcv1_CCAT started
11/01/24 21:17:12| INFO ref finished [took 35.1053s]
11/01/24 21:17:20| INFO m3w_sld_lr_is finished [took 43.7720s]
11/01/24 21:17:26| INFO bin_sld_lr_is finished [took 51.2093s]
11/01/24 21:17:26| INFO atc_mc finished [took 50.2470s]
11/01/24 21:17:26| INFO mul_sld_lr_is finished [took 51.5847s]
11/01/24 21:17:30| INFO doc finished [took 53.4523s]
11/01/24 21:25:57| INFO rca finished [took 560.4395s]
11/01/24 21:25:57| INFO rca_star finished [took 561.4574s]
11/01/24 21:25:58| INFO Dataset sample [0.7 0.3] of dataset rcv1_CCAT finished [took 563.9770s]
11/01/24 21:25:58| INFO Dataset sample [0.8 0.2] of dataset rcv1_CCAT started
11/01/24 21:26:36| INFO atc_mc finished [took 36.2879s]
11/01/24 21:26:38| INFO ref finished [took 38.6987s]
11/01/24 21:26:44| INFO doc finished [took 44.5122s]
11/01/24 21:26:45| INFO bin_sld_lr_is finished [took 46.5442s]
11/01/24 21:26:50| INFO m3w_sld_lr_is finished [took 49.5910s]
11/01/24 21:26:55| INFO mul_sld_lr_is finished [took 56.5720s]
11/01/24 21:35:14| INFO rca_star finished [took 553.9198s]
11/01/24 21:35:20| INFO rca finished [took 559.3583s]
11/01/24 21:35:20| INFO Dataset sample [0.8 0.2] of dataset rcv1_CCAT finished [took 562.3835s]
11/01/24 21:35:20| INFO Dataset sample [0.9 0.1] of dataset rcv1_CCAT started
11/01/24 21:35:55| INFO ref finished [took 33.2474s]
11/01/24 21:36:05| INFO doc finished [took 42.9040s]
11/01/24 21:36:08| INFO atc_mc finished [took 45.0395s]
11/01/24 21:36:11| INFO m3w_sld_lr_is finished [took 48.5833s]
11/01/24 21:36:16| INFO mul_sld_lr_is finished [took 54.7513s]
11/01/24 21:36:25| INFO bin_sld_lr_is finished [took 64.2181s]
11/01/24 21:44:27| INFO rca finished [took 544.1497s]
11/01/24 21:44:29| INFO rca_star finished [took 546.5867s]
11/01/24 21:44:29| INFO Dataset sample [0.9 0.1] of dataset rcv1_CCAT finished [took 548.9393s]
----------------------------------------------------------------------------------------------------
12/01/24 10:07:19| INFO dataset imdb [pool size: 10]
12/01/24 10:07:19| INFO Dataset sample [0.1 0.9] of dataset imdb started
12/01/24 10:07:47| INFO d_mul_sld_lr_is finished [took 25.6914s]
12/01/24 10:07:54| INFO m3w_sld_lr_ti finished [took 32.5171s]
12/01/24 10:07:55| INFO m3w_sld_lr_is finished [took 33.5166s]
12/01/24 10:07:55| INFO m3w_sld_lr_th finished [took 33.9710s]
12/01/24 10:07:55| INFO mul_sld_lr_ti finished [took 34.0059s]
12/01/24 10:07:56| INFO mul_sld_lr_is finished [took 34.6295s]
12/01/24 10:07:57| INFO mul_sld_lr_th finished [took 36.2861s]
12/01/24 10:08:01| INFO bin_sld_lr_is finished [took 39.9005s]
12/01/24 10:08:01| INFO bin_sld_lr_th finished [took 39.9421s]
12/01/24 10:08:02| INFO bin_sld_lr_ti finished [took 40.3149s]
12/01/24 10:08:11| INFO d_m3w_sld_lr_is finished [took 23.5053s]
12/01/24 10:08:11| INFO d_bin_sld_lr_is finished [took 49.6174s]
12/01/24 10:08:17| INFO ref finished [took 15.7212s]
12/01/24 10:08:18| INFO d_m3w_sld_lr_th finished [took 22.1002s]
12/01/24 10:08:19| INFO d_m3w_sld_lr_ti finished [took 21.4218s]
12/01/24 10:08:20| INFO d_mul_sld_lr_th finished [took 24.3579s]
12/01/24 10:08:20| INFO d_mul_sld_lr_ti finished [took 23.8244s]
12/01/24 10:08:21| INFO atc_mc finished [took 19.6821s]
12/01/24 10:08:22| INFO d_bin_sld_lr_th finished [took 27.8622s]
12/01/24 10:08:25| INFO doc finished [took 22.5506s]
12/01/24 10:08:34| INFO d_bin_sld_lr_ti finished [took 37.9477s]
12/01/24 10:08:34| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 74.9122s]
12/01/24 10:08:34| INFO Dataset sample [0.2 0.8] of dataset imdb started
12/01/24 10:09:03| INFO d_mul_sld_lr_is finished [took 27.6019s]
12/01/24 10:09:06| INFO m3w_sld_lr_is finished [took 31.1364s]
12/01/24 10:09:06| INFO m3w_sld_lr_th finished [took 31.3714s]
12/01/24 10:09:07| INFO m3w_sld_lr_ti finished [took 32.5086s]
12/01/24 10:09:12| INFO mul_sld_lr_is finished [took 37.4006s]
12/01/24 10:09:13| INFO mul_sld_lr_ti finished [took 37.9722s]
12/01/24 10:09:13| INFO mul_sld_lr_th finished [took 38.4270s]
12/01/24 10:09:17| INFO bin_sld_lr_ti finished [took 42.2181s]
12/01/24 10:09:17| INFO bin_sld_lr_is finished [took 42.5489s]
12/01/24 10:09:18| INFO bin_sld_lr_th finished [took 43.4233s]
12/01/24 10:09:20| INFO d_bin_sld_lr_is finished [took 45.6298s]
12/01/24 10:09:26| INFO d_m3w_sld_lr_is finished [took 22.5092s]
12/01/24 10:09:31| INFO d_m3w_sld_lr_th finished [took 22.7824s]
12/01/24 10:09:31| INFO ref finished [took 13.7350s]
12/01/24 10:09:33| INFO d_mul_sld_lr_th finished [took 26.7077s]
12/01/24 10:09:34| INFO atc_mc finished [took 16.1554s]
12/01/24 10:09:35| INFO d_m3w_sld_lr_ti finished [took 21.4941s]
12/01/24 10:09:36| INFO d_mul_sld_lr_ti finished [took 22.3813s]
12/01/24 10:09:40| INFO doc finished [took 21.5812s]
12/01/24 10:09:46| INFO d_bin_sld_lr_ti finished [took 34.0267s]
12/01/24 10:09:49| INFO d_bin_sld_lr_th finished [took 42.3210s]
12/01/24 10:09:49| INFO Dataset sample [0.2 0.8] of dataset imdb finished [took 74.9059s]
12/01/24 10:09:49| INFO Dataset sample [0.3 0.7] of dataset imdb started
12/01/24 10:10:21| INFO d_mul_sld_lr_is finished [took 30.8427s]
12/01/24 10:10:23| INFO m3w_sld_lr_is finished [took 33.1502s]
12/01/24 10:10:23| INFO d_bin_sld_lr_is finished [took 33.1536s]
12/01/24 10:10:23| INFO m3w_sld_lr_ti finished [took 33.1923s]
12/01/24 10:10:24| INFO m3w_sld_lr_th finished [took 33.7716s]
12/01/24 10:10:27| INFO bin_sld_lr_is finished [took 36.8698s]
12/01/24 10:10:27| INFO bin_sld_lr_th finished [took 37.2064s]
12/01/24 10:10:27| INFO bin_sld_lr_ti finished [took 37.5496s]
12/01/24 10:10:27| INFO mul_sld_lr_is finished [took 37.8877s]
12/01/24 10:10:28| INFO mul_sld_lr_th finished [took 38.3796s]
12/01/24 10:10:29| INFO mul_sld_lr_ti finished [took 38.8622s]
12/01/24 10:10:41| INFO d_m3w_sld_lr_is finished [took 19.3591s]
12/01/24 10:10:43| INFO ref finished [took 15.5894s]
12/01/24 10:10:46| INFO d_m3w_sld_lr_th finished [took 22.0630s]
12/01/24 10:10:49| INFO atc_mc finished [took 20.7914s]
12/01/24 10:10:49| INFO d_m3w_sld_lr_ti finished [took 21.5764s]
12/01/24 10:10:50| INFO d_mul_sld_lr_ti finished [took 22.5442s]
12/01/24 10:10:51| INFO d_mul_sld_lr_th finished [took 27.1314s]
12/01/24 10:10:52| INFO doc finished [took 23.3075s]
12/01/24 10:10:53| INFO d_bin_sld_lr_th finished [took 29.1902s]
12/01/24 10:10:53| INFO d_bin_sld_lr_ti finished [took 29.0432s]
12/01/24 10:10:53| INFO Dataset sample [0.3 0.7] of dataset imdb finished [took 64.3977s]
12/01/24 10:10:53| INFO Dataset sample [0.4 0.6] of dataset imdb started
12/01/24 10:11:24| INFO d_bin_sld_lr_is finished [took 30.3978s]
12/01/24 10:11:26| INFO d_mul_sld_lr_is finished [took 31.5269s]
12/01/24 10:11:26| INFO m3w_sld_lr_th finished [took 32.3725s]
12/01/24 10:11:27| INFO m3w_sld_lr_ti finished [took 32.5000s]
12/01/24 10:11:27| INFO m3w_sld_lr_is finished [took 33.6841s]
12/01/24 10:11:30| INFO bin_sld_lr_ti finished [took 36.2972s]
12/01/24 10:11:30| INFO bin_sld_lr_is finished [took 36.6952s]
12/01/24 10:11:31| INFO bin_sld_lr_th finished [took 36.9076s]
12/01/24 10:11:33| INFO mul_sld_lr_th finished [took 38.7351s]
12/01/24 10:11:33| INFO mul_sld_lr_ti finished [took 39.0967s]
12/01/24 10:11:34| INFO mul_sld_lr_is finished [took 39.7282s]
12/01/24 10:11:44| INFO ref finished [took 12.7860s]
12/01/24 10:11:48| INFO d_m3w_sld_lr_is finished [took 22.8759s]
12/01/24 10:11:50| INFO d_m3w_sld_lr_th finished [took 22.8583s]
12/01/24 10:11:52| INFO atc_mc finished [took 19.1074s]
12/01/24 10:11:53| INFO d_m3w_sld_lr_ti finished [took 21.7480s]
12/01/24 10:11:53| INFO doc finished [took 19.5448s]
12/01/24 10:11:54| INFO d_bin_sld_lr_th finished [took 27.7927s]
12/01/24 10:11:55| INFO d_bin_sld_lr_ti finished [took 27.0298s]
12/01/24 10:11:56| INFO d_mul_sld_lr_th finished [took 29.2808s]
12/01/24 10:11:57| INFO d_mul_sld_lr_ti finished [took 27.0053s]
12/01/24 10:11:58| INFO Dataset sample [0.4 0.6] of dataset imdb finished [took 64.3049s]
12/01/24 10:11:58| INFO Dataset sample [0.5 0.5] of dataset imdb started
12/01/24 10:12:28| INFO d_bin_sld_lr_is finished [took 29.7595s]
12/01/24 10:12:30| INFO m3w_sld_lr_th finished [took 31.8639s]
12/01/24 10:12:31| INFO d_mul_sld_lr_is finished [took 32.0555s]
12/01/24 10:12:32| INFO m3w_sld_lr_ti finished [took 33.6354s]
12/01/24 10:12:32| INFO m3w_sld_lr_is finished [took 33.7649s]
12/01/24 10:12:34| INFO bin_sld_lr_ti finished [took 35.1126s]
12/01/24 10:12:34| INFO bin_sld_lr_is finished [took 35.9063s]
12/01/24 10:12:35| INFO bin_sld_lr_th finished [took 36.5053s]
12/01/24 10:12:38| INFO mul_sld_lr_is finished [took 39.5187s]
12/01/24 10:12:38| INFO mul_sld_lr_ti finished [took 39.6547s]
12/01/24 10:12:39| INFO mul_sld_lr_th finished [took 40.6412s]
12/01/24 10:12:48| INFO d_m3w_sld_lr_is finished [took 19.7381s]
12/01/24 10:12:52| INFO ref finished [took 16.1718s]
12/01/24 10:12:55| INFO d_m3w_sld_lr_th finished [took 22.2815s]
12/01/24 10:12:55| INFO atc_mc finished [took 16.7522s]
12/01/24 10:12:56| INFO d_bin_sld_lr_th finished [took 25.1713s]
12/01/24 10:12:56| INFO d_m3w_sld_lr_ti finished [took 21.8735s]
12/01/24 10:12:59| INFO d_bin_sld_lr_ti finished [took 26.3902s]
12/01/24 10:13:00| INFO d_mul_sld_lr_th finished [took 28.6380s]
12/01/24 10:13:01| INFO d_mul_sld_lr_ti finished [took 27.2407s]
12/01/24 10:13:02| INFO doc finished [took 23.1294s]
12/01/24 10:13:02| INFO Dataset sample [0.5 0.5] of dataset imdb finished [took 64.0256s]
12/01/24 10:13:02| INFO Dataset sample [0.6 0.4] of dataset imdb started
12/01/24 10:13:32| INFO d_bin_sld_lr_is finished [took 29.4031s]
12/01/24 10:13:34| INFO d_mul_sld_lr_is finished [took 31.9489s]
12/01/24 10:13:35| INFO m3w_sld_lr_is finished [took 32.2995s]
12/01/24 10:13:36| INFO m3w_sld_lr_ti finished [took 33.1311s]
12/01/24 10:13:38| INFO m3w_sld_lr_th finished [took 35.2065s]
12/01/24 10:13:39| INFO bin_sld_lr_ti finished [took 36.3729s]
12/01/24 10:13:40| INFO bin_sld_lr_th finished [took 37.4221s]
12/01/24 10:13:40| INFO bin_sld_lr_is finished [took 37.7904s]
12/01/24 10:13:40| INFO mul_sld_lr_is finished [took 37.8064s]
12/01/24 10:13:43| INFO mul_sld_lr_th finished [took 40.3797s]
12/01/24 10:13:43| INFO mul_sld_lr_ti finished [took 40.4455s]
12/01/24 10:13:56| INFO d_m3w_sld_lr_is finished [took 23.4273s]
12/01/24 10:13:57| INFO ref finished [took 16.3370s]
12/01/24 10:13:58| INFO atc_mc finished [took 17.1560s]
12/01/24 10:14:00| INFO d_m3w_sld_lr_th finished [took 23.7587s]
12/01/24 10:14:01| INFO d_bin_sld_lr_th finished [took 25.8289s]
12/01/24 10:14:02| INFO d_m3w_sld_lr_ti finished [took 21.3009s]
12/01/24 10:14:03| INFO d_mul_sld_lr_th finished [took 27.7000s]
12/01/24 10:14:04| INFO d_bin_sld_lr_ti finished [took 25.5048s]
12/01/24 10:14:04| INFO doc finished [took 20.8475s]
12/01/24 10:14:05| INFO d_mul_sld_lr_ti finished [took 25.3778s]
12/01/24 10:14:05| INFO Dataset sample [0.6 0.4] of dataset imdb finished [took 63.1679s]
12/01/24 10:14:05| INFO Dataset sample [0.7 0.3] of dataset imdb started
12/01/24 10:14:36| INFO d_mul_sld_lr_is finished [took 29.9134s]
12/01/24 10:14:36| INFO d_bin_sld_lr_is finished [took 30.2242s]
12/01/24 10:14:38| INFO m3w_sld_lr_ti finished [took 32.1713s]
12/01/24 10:14:39| INFO m3w_sld_lr_is finished [took 32.3801s]
12/01/24 10:14:40| INFO m3w_sld_lr_th finished [took 33.7593s]
12/01/24 10:14:43| INFO bin_sld_lr_ti finished [took 37.3642s]
12/01/24 10:14:44| INFO bin_sld_lr_is finished [took 37.7974s]
12/01/24 10:14:44| INFO bin_sld_lr_th finished [took 38.4617s]
12/01/24 10:14:45| INFO mul_sld_lr_ti finished [took 38.8946s]
12/01/24 10:14:46| INFO mul_sld_lr_is finished [took 39.8435s]
12/01/24 10:14:48| INFO mul_sld_lr_th finished [took 41.7670s]
12/01/24 10:15:00| INFO d_m3w_sld_lr_is finished [took 23.0118s]
12/01/24 10:15:01| INFO ref finished [took 16.2921s]
12/01/24 10:15:03| INFO d_m3w_sld_lr_th finished [took 23.8059s]
12/01/24 10:15:04| INFO d_mul_sld_lr_th finished [took 24.9041s]
12/01/24 10:15:05| INFO d_bin_sld_lr_th finished [took 27.9776s]
12/01/24 10:15:05| INFO d_m3w_sld_lr_ti finished [took 20.7334s]
12/01/24 10:15:07| INFO atc_mc finished [took 21.0829s]
12/01/24 10:15:07| INFO d_mul_sld_lr_ti finished [took 22.7568s]
12/01/24 10:15:07| INFO d_bin_sld_lr_ti finished [took 26.5363s]
12/01/24 10:15:09| INFO doc finished [took 22.6455s]
12/01/24 10:15:09| INFO Dataset sample [0.7 0.3] of dataset imdb finished [took 64.1977s]
12/01/24 10:15:09| INFO Dataset sample [0.8 0.2] of dataset imdb started
12/01/24 10:15:40| INFO m3w_sld_lr_ti finished [took 30.4122s]
12/01/24 10:15:41| INFO m3w_sld_lr_is finished [took 31.4443s]
12/01/24 10:15:41| INFO d_mul_sld_lr_is finished [took 31.5177s]
12/01/24 10:15:42| INFO m3w_sld_lr_th finished [took 31.7173s]
12/01/24 10:15:54| INFO d_bin_sld_lr_is finished [took 44.4688s]
12/01/24 10:15:54| INFO bin_sld_lr_is finished [took 44.9007s]
12/01/24 10:15:55| INFO mul_sld_lr_ti finished [took 45.4117s]
12/01/24 10:15:55| INFO mul_sld_lr_is finished [took 45.5883s]
12/01/24 10:15:55| INFO bin_sld_lr_ti finished [took 45.6424s]
12/01/24 10:15:56| INFO mul_sld_lr_th finished [took 46.4194s]
12/01/24 10:15:57| INFO bin_sld_lr_th finished [took 47.6084s]
12/01/24 10:16:04| INFO d_m3w_sld_lr_th finished [took 21.8897s]
12/01/24 10:16:04| INFO d_m3w_sld_lr_is finished [took 23.6888s]
12/01/24 10:16:09| INFO d_mul_sld_lr_th finished [took 27.6448s]
12/01/24 10:16:12| INFO atc_mc finished [took 15.7701s]
12/01/24 10:16:12| INFO ref finished [took 16.1471s]
12/01/24 10:16:15| INFO d_m3w_sld_lr_ti finished [took 19.3805s]
12/01/24 10:16:18| INFO doc finished [took 21.6399s]
12/01/24 10:16:20| INFO d_mul_sld_lr_ti finished [took 24.8165s]
12/01/24 10:16:26| INFO d_bin_sld_lr_ti finished [took 31.8108s]
12/01/24 10:16:28| INFO d_bin_sld_lr_th finished [took 46.0380s]
12/01/24 10:16:28| INFO Dataset sample [0.8 0.2] of dataset imdb finished [took 78.7003s]
12/01/24 10:16:28| INFO Dataset sample [0.9 0.1] of dataset imdb started
12/01/24 10:16:54| INFO d_mul_sld_lr_is finished [took 25.1808s]
12/01/24 10:17:00| INFO m3w_sld_lr_ti finished [took 31.8161s]
12/01/24 10:17:01| INFO m3w_sld_lr_th finished [took 32.3283s]
12/01/24 10:17:01| INFO m3w_sld_lr_is finished [took 32.3155s]
12/01/24 10:17:01| INFO mul_sld_lr_is finished [took 32.5902s]
12/01/24 10:17:03| INFO mul_sld_lr_ti finished [took 34.5474s]
12/01/24 10:17:14| INFO bin_sld_lr_is finished [took 45.4119s]
12/01/24 10:17:15| INFO bin_sld_lr_th finished [took 46.2621s]
12/01/24 10:17:15| INFO bin_sld_lr_ti finished [took 46.7649s]
12/01/24 10:17:19| INFO d_m3w_sld_lr_is finished [took 24.4458s]
12/01/24 10:17:24| INFO mul_sld_lr_th finished [took 55.1728s]
12/01/24 10:17:27| INFO d_mul_sld_lr_th finished [took 26.2773s]
12/01/24 10:17:28| INFO d_m3w_sld_lr_th finished [took 26.6573s]
12/01/24 10:17:28| INFO d_mul_sld_lr_ti finished [took 24.5369s]
12/01/24 10:17:31| INFO ref finished [took 15.5678s]
12/01/24 10:17:35| INFO atc_mc finished [took 19.2282s]
12/01/24 10:17:35| INFO d_m3w_sld_lr_ti finished [took 20.9698s]
12/01/24 10:17:40| INFO d_bin_sld_lr_is finished [took 71.2291s]
12/01/24 10:17:40| INFO doc finished [took 20.8976s]
12/01/24 10:17:51| INFO d_bin_sld_lr_th finished [took 50.5967s]
12/01/24 10:18:00| INFO d_bin_sld_lr_ti finished [took 58.6107s]
12/01/24 10:18:00| INFO Dataset sample [0.9 0.1] of dataset imdb finished [took 92.2864s]
----------------------------------------------------------------------------------------------------
12/01/24 10:22:16| INFO dataset rcv1_CCAT [pool size: 10]
12/01/24 10:22:16| INFO Dataset sample [0.1 0.9] of dataset rcv1_CCAT started
12/01/24 10:23:21| INFO m3w_sld_lr_ti finished [took 62.3292s]
12/01/24 10:23:22| INFO m3w_sld_lr_is finished [took 63.4998s]
12/01/24 10:23:22| INFO m3w_sld_lr_th finished [took 63.1507s]
12/01/24 10:23:28| INFO d_mul_sld_lr_is finished [took 68.8274s]
12/01/24 10:23:29| INFO mul_sld_lr_ti finished [took 69.7177s]
12/01/24 10:23:34| INFO mul_sld_lr_is finished [took 75.1043s]
12/01/24 10:23:38| INFO mul_sld_lr_th finished [took 78.8294s]
12/01/24 10:23:39| INFO bin_sld_lr_is finished [took 80.9955s]
12/01/24 10:23:41| INFO bin_sld_lr_th finished [took 81.6609s]
12/01/24 10:23:42| INFO bin_sld_lr_ti finished [took 83.6464s]
12/01/24 10:23:43| INFO d_bin_sld_lr_is finished [took 84.2269s]
12/01/24 10:24:13| INFO d_m3w_sld_lr_is finished [took 50.8463s]
12/01/24 10:24:15| INFO d_bin_sld_lr_th finished [took 52.1065s]
12/01/24 10:24:18| INFO d_m3w_sld_lr_th finished [took 49.3463s]
12/01/24 10:24:20| INFO ref finished [took 39.9579s]
12/01/24 10:24:21| INFO d_mul_sld_lr_th finished [took 57.9578s]
12/01/24 10:24:27| INFO d_m3w_sld_lr_ti finished [took 48.2889s]
12/01/24 10:24:27| INFO atc_mc finished [took 45.7534s]
12/01/24 10:24:28| INFO d_mul_sld_lr_ti finished [took 53.5177s]
12/01/24 10:24:31| INFO doc finished [took 48.1727s]
12/01/24 10:24:37| INFO d_bin_sld_lr_ti finished [took 68.0377s]
12/01/24 10:24:37| INFO Dataset sample [0.1 0.9] of dataset rcv1_CCAT finished [took 141.4287s]
12/01/24 10:24:37| INFO Dataset sample [0.2 0.8] of dataset rcv1_CCAT started
12/01/24 10:25:44| INFO m3w_sld_lr_ti finished [took 64.7344s]
12/01/24 10:25:44| INFO m3w_sld_lr_th finished [took 65.4249s]
12/01/24 10:25:45| INFO m3w_sld_lr_is finished [took 66.8184s]
12/01/24 10:25:51| INFO mul_sld_lr_is finished [took 72.6527s]
12/01/24 10:25:54| INFO mul_sld_lr_th finished [took 74.7144s]
12/01/24 10:25:56| INFO mul_sld_lr_ti finished [took 76.9705s]
12/01/24 10:25:56| INFO d_mul_sld_lr_is finished [took 77.2648s]
12/01/24 10:25:57| INFO d_bin_sld_lr_is finished [took 78.0203s]
12/01/24 10:25:57| INFO bin_sld_lr_ti finished [took 78.7254s]
12/01/24 10:25:58| INFO bin_sld_lr_th finished [took 79.4687s]
12/01/24 10:25:59| INFO bin_sld_lr_is finished [took 79.8886s]
12/01/24 10:26:30| INFO d_m3w_sld_lr_is finished [took 45.8191s]
12/01/24 10:26:39| INFO d_m3w_sld_lr_th finished [took 47.4565s]
12/01/24 10:26:43| INFO atc_mc finished [took 45.3556s]
12/01/24 10:26:45| INFO ref finished [took 47.9287s]
12/01/24 10:26:46| INFO d_m3w_sld_lr_ti finished [took 49.7258s]
12/01/24 10:26:50| INFO doc finished [took 51.2110s]
12/01/24 10:26:50| INFO d_bin_sld_lr_th finished [took 65.4150s]
12/01/24 10:26:54| INFO d_mul_sld_lr_th finished [took 68.0836s]
12/01/24 10:26:56| INFO d_bin_sld_lr_ti finished [took 62.1825s]
12/01/24 10:26:59| INFO d_mul_sld_lr_ti finished [took 62.6910s]
12/01/24 10:26:59| INFO Dataset sample [0.2 0.8] of dataset rcv1_CCAT finished [took 141.8339s]
12/01/24 10:26:59| INFO Dataset sample [0.3 0.7] of dataset rcv1_CCAT started
12/01/24 10:28:04| INFO m3w_sld_lr_ti finished [took 63.5651s]
12/01/24 10:28:05| INFO m3w_sld_lr_th finished [took 64.0938s]
12/01/24 10:28:07| INFO m3w_sld_lr_is finished [took 66.4943s]
12/01/24 10:28:12| INFO d_bin_sld_lr_is finished [took 71.1776s]
12/01/24 10:28:13| INFO bin_sld_lr_th finished [took 72.2584s]
12/01/24 10:28:13| INFO d_mul_sld_lr_is finished [took 72.2848s]
12/01/24 10:28:13| INFO bin_sld_lr_is finished [took 72.1996s]
12/01/24 10:28:15| INFO mul_sld_lr_is finished [took 74.0383s]
12/01/24 10:28:15| INFO mul_sld_lr_ti finished [took 74.5773s]
12/01/24 10:28:16| INFO bin_sld_lr_ti finished [took 75.3367s]
12/01/24 10:28:18| INFO mul_sld_lr_th finished [took 77.7428s]
12/01/24 10:28:55| INFO ref finished [took 39.5674s]
12/01/24 10:28:58| INFO d_m3w_sld_lr_is finished [took 53.5979s]
12/01/24 10:29:02| INFO doc finished [took 45.3794s]
12/01/24 10:29:04| INFO d_m3w_sld_lr_th finished [took 51.9421s]
12/01/24 10:29:05| INFO atc_mc finished [took 49.5095s]
12/01/24 10:29:06| INFO d_m3w_sld_lr_ti finished [took 52.6801s]
12/01/24 10:29:08| INFO d_bin_sld_lr_th finished [took 63.1392s]
12/01/24 10:29:11| INFO d_mul_sld_lr_th finished [took 64.1537s]
12/01/24 10:29:12| INFO d_bin_sld_lr_ti finished [took 59.0103s]
12/01/24 10:29:15| INFO d_mul_sld_lr_ti finished [took 61.0391s]
12/01/24 10:29:15| INFO Dataset sample [0.3 0.7] of dataset rcv1_CCAT finished [took 135.6284s]
12/01/24 10:29:15| INFO Dataset sample [0.4 0.6] of dataset rcv1_CCAT started
12/01/24 10:30:21| INFO m3w_sld_lr_ti finished [took 64.8197s]
12/01/24 10:30:22| INFO m3w_sld_lr_th finished [took 66.1271s]
12/01/24 10:30:23| INFO m3w_sld_lr_is finished [took 66.7526s]
12/01/24 10:30:25| INFO d_bin_sld_lr_is finished [took 68.5890s]
12/01/24 10:30:28| INFO bin_sld_lr_th finished [took 72.4123s]
12/01/24 10:30:29| INFO d_mul_sld_lr_is finished [took 73.1152s]
12/01/24 10:30:32| INFO bin_sld_lr_ti finished [took 75.5745s]
12/01/24 10:30:32| INFO bin_sld_lr_is finished [took 75.8705s]
12/01/24 10:30:33| INFO mul_sld_lr_is finished [took 77.2414s]
12/01/24 10:30:33| INFO mul_sld_lr_th finished [took 77.4955s]
12/01/24 10:30:34| INFO mul_sld_lr_ti finished [took 77.7971s]
12/01/24 10:31:13| INFO d_m3w_sld_lr_is finished [took 52.0771s]
12/01/24 10:31:16| INFO ref finished [took 43.3811s]
12/01/24 10:31:19| INFO d_m3w_sld_lr_th finished [took 54.0026s]
12/01/24 10:31:20| INFO d_bin_sld_lr_ti finished [took 51.3305s]
12/01/24 10:31:21| INFO d_bin_sld_lr_th finished [took 58.9063s]
12/01/24 10:31:22| INFO d_m3w_sld_lr_ti finished [took 49.7918s]
12/01/24 10:31:22| INFO doc finished [took 48.9094s]
12/01/24 10:31:24| INFO atc_mc finished [took 50.6696s]
12/01/24 10:31:25| INFO d_mul_sld_lr_th finished [took 61.8399s]
12/01/24 10:31:30| INFO d_mul_sld_lr_ti finished [took 61.0596s]
12/01/24 10:31:31| INFO Dataset sample [0.4 0.6] of dataset rcv1_CCAT finished [took 135.8013s]
12/01/24 10:31:31| INFO Dataset sample [0.5 0.5] of dataset rcv1_CCAT started
12/01/24 10:32:35| INFO m3w_sld_lr_th finished [took 63.6624s]
12/01/24 10:32:37| INFO m3w_sld_lr_ti finished [took 65.6395s]
12/01/24 10:32:38| INFO m3w_sld_lr_is finished [took 66.4766s]
12/01/24 10:32:41| INFO d_bin_sld_lr_is finished [took 69.1793s]
12/01/24 10:32:43| INFO bin_sld_lr_is finished [took 71.2898s]
12/01/24 10:32:44| INFO bin_sld_lr_th finished [took 72.0187s]
12/01/24 10:32:44| INFO bin_sld_lr_ti finished [took 71.8400s]
12/01/24 10:32:45| INFO d_mul_sld_lr_is finished [took 72.8500s]
12/01/24 10:32:47| INFO mul_sld_lr_th finished [took 74.7340s]
12/01/24 10:32:48| INFO mul_sld_lr_ti finished [took 76.1221s]
12/01/24 10:32:48| INFO mul_sld_lr_is finished [took 75.9368s]
12/01/24 10:33:28| INFO d_m3w_sld_lr_ti finished [took 43.4650s]
12/01/24 10:33:30| INFO d_m3w_sld_lr_is finished [took 54.6143s]
12/01/24 10:33:31| INFO ref finished [took 45.5098s]
12/01/24 10:33:33| INFO d_bin_sld_lr_ti finished [took 49.3783s]
12/01/24 10:33:35| INFO d_m3w_sld_lr_th finished [took 53.6338s]
12/01/24 10:33:36| INFO atc_mc finished [took 48.9626s]
12/01/24 10:33:38| INFO d_bin_sld_lr_th finished [took 60.2115s]
12/01/24 10:33:38| INFO doc finished [took 49.7675s]
12/01/24 10:33:41| INFO d_mul_sld_lr_th finished [took 61.8424s]
12/01/24 10:33:43| INFO d_mul_sld_lr_ti finished [took 59.3260s]
12/01/24 10:33:44| INFO Dataset sample [0.5 0.5] of dataset rcv1_CCAT finished [took 132.9945s]
12/01/24 10:33:44| INFO Dataset sample [0.6 0.4] of dataset rcv1_CCAT started
12/01/24 10:34:49| INFO m3w_sld_lr_is finished [took 64.0165s]
12/01/24 10:34:49| INFO m3w_sld_lr_th finished [took 64.0547s]
12/01/24 10:34:51| INFO m3w_sld_lr_ti finished [took 66.3053s]
12/01/24 10:34:55| INFO d_mul_sld_lr_is finished [took 70.6927s]
12/01/24 10:34:56| INFO d_bin_sld_lr_is finished [took 71.8035s]
12/01/24 10:34:56| INFO mul_sld_lr_is finished [took 71.9056s]
12/01/24 10:34:57| INFO bin_sld_lr_is finished [took 72.1646s]
12/01/24 10:34:58| INFO mul_sld_lr_ti finished [took 73.0138s]
12/01/24 10:34:58| INFO bin_sld_lr_ti finished [took 73.4078s]
12/01/24 10:35:00| INFO bin_sld_lr_th finished [took 75.6095s]
12/01/24 10:35:00| INFO mul_sld_lr_th finished [took 75.7552s]
12/01/24 10:35:41| INFO atc_mc finished [took 42.6399s]
12/01/24 10:35:41| INFO d_m3w_sld_lr_is finished [took 52.1272s]
12/01/24 10:35:43| INFO doc finished [took 42.8843s]
12/01/24 10:35:44| INFO ref finished [took 46.5143s]
12/01/24 10:35:49| INFO d_bin_sld_lr_th finished [took 59.9686s]
12/01/24 10:35:49| INFO d_m3w_sld_lr_th finished [took 53.7033s]
12/01/24 10:35:50| INFO d_m3w_sld_lr_ti finished [took 52.8190s]
12/01/24 10:35:52| INFO d_mul_sld_lr_th finished [took 61.5984s]
12/01/24 10:35:54| INFO d_bin_sld_lr_ti finished [took 57.9913s]
12/01/24 10:35:55| INFO d_mul_sld_lr_ti finished [took 58.5690s]
12/01/24 10:35:55| INFO Dataset sample [0.6 0.4] of dataset rcv1_CCAT finished [took 131.7927s]
12/01/24 10:35:55| INFO Dataset sample [0.7 0.3] of dataset rcv1_CCAT started
12/01/24 10:37:01| INFO m3w_sld_lr_ti finished [took 64.0856s]
12/01/24 10:37:03| INFO m3w_sld_lr_is finished [took 65.5137s]
12/01/24 10:37:04| INFO m3w_sld_lr_th finished [took 66.7984s]
12/01/24 10:37:04| INFO d_mul_sld_lr_is finished [took 67.2948s]
12/01/24 10:37:07| INFO bin_sld_lr_th finished [took 69.4463s]
12/01/24 10:37:08| INFO bin_sld_lr_ti finished [took 70.9975s]
12/01/24 10:37:09| INFO bin_sld_lr_is finished [took 71.6900s]
12/01/24 10:37:09| INFO d_bin_sld_lr_is finished [took 71.9677s]
12/01/24 10:37:11| INFO mul_sld_lr_is finished [took 74.0899s]
12/01/24 10:37:12| INFO mul_sld_lr_th finished [took 74.6074s]
12/01/24 10:37:14| INFO mul_sld_lr_ti finished [took 76.9506s]
12/01/24 10:37:48| INFO d_m3w_sld_lr_is finished [took 46.2148s]
12/01/24 10:37:52| INFO ref finished [took 42.2297s]
12/01/24 10:37:55| INFO d_m3w_sld_lr_th finished [took 50.0584s]
12/01/24 10:38:01| INFO doc finished [took 48.6082s]
12/01/24 10:38:04| INFO atc_mc finished [took 51.9656s]
12/01/24 10:38:04| INFO d_m3w_sld_lr_ti finished [took 54.4812s]
12/01/24 10:38:04| INFO d_mul_sld_lr_th finished [took 60.0505s]
12/01/24 10:38:05| INFO d_bin_sld_lr_th finished [took 62.3344s]
12/01/24 10:38:06| INFO d_bin_sld_lr_ti finished [took 58.4149s]
12/01/24 10:38:07| INFO d_mul_sld_lr_ti finished [took 58.8327s]
12/01/24 10:38:07| INFO Dataset sample [0.7 0.3] of dataset rcv1_CCAT finished [took 131.9793s]
12/01/24 10:38:07| INFO Dataset sample [0.8 0.2] of dataset rcv1_CCAT started
12/01/24 10:39:13| INFO m3w_sld_lr_ti finished [took 64.2600s]
12/01/24 10:39:14| INFO m3w_sld_lr_th finished [took 65.5402s]
12/01/24 10:39:16| INFO m3w_sld_lr_is finished [took 66.9853s]
12/01/24 10:39:17| INFO d_mul_sld_lr_is finished [took 68.4480s]
12/01/24 10:39:17| INFO d_bin_sld_lr_is finished [took 68.4958s]
12/01/24 10:39:21| INFO bin_sld_lr_th finished [took 72.4052s]
12/01/24 10:39:21| INFO mul_sld_lr_th finished [took 72.5875s]
12/01/24 10:39:22| INFO bin_sld_lr_ti finished [took 73.2830s]
12/01/24 10:39:22| INFO mul_sld_lr_is finished [took 73.6949s]
12/01/24 10:39:23| INFO bin_sld_lr_is finished [took 74.3224s]
12/01/24 10:39:28| INFO mul_sld_lr_ti finished [took 79.1880s]
12/01/24 10:40:05| INFO d_m3w_sld_lr_is finished [took 51.9390s]
12/01/24 10:40:09| INFO d_m3w_sld_lr_th finished [took 51.0410s]
12/01/24 10:40:10| INFO ref finished [took 47.2192s]
12/01/24 10:40:10| INFO d_m3w_sld_lr_ti finished [took 48.2893s]
12/01/24 10:40:12| INFO atc_mc finished [took 48.7883s]
12/01/24 10:40:15| INFO doc finished [took 51.1454s]
12/01/24 10:40:16| INFO d_bin_sld_lr_th finished [took 61.6823s]
12/01/24 10:40:17| INFO d_mul_sld_lr_th finished [took 60.6564s]
12/01/24 10:40:17| INFO d_bin_sld_lr_ti finished [took 59.3734s]
12/01/24 10:40:18| INFO d_mul_sld_lr_ti finished [took 56.6935s]
12/01/24 10:40:19| INFO Dataset sample [0.8 0.2] of dataset rcv1_CCAT finished [took 131.1056s]
12/01/24 10:40:19| INFO Dataset sample [0.9 0.1] of dataset rcv1_CCAT started
12/01/24 10:41:28| INFO d_mul_sld_lr_is finished [took 68.2394s]
12/01/24 10:41:29| INFO m3w_sld_lr_is finished [took 69.5929s]
12/01/24 10:41:29| INFO m3w_sld_lr_ti finished [took 69.6719s]
12/01/24 10:41:30| INFO m3w_sld_lr_th finished [took 70.7631s]
12/01/24 10:41:32| INFO d_bin_sld_lr_is finished [took 72.6899s]
12/01/24 10:41:34| INFO mul_sld_lr_ti finished [took 74.4865s]
12/01/24 10:41:37| INFO mul_sld_lr_is finished [took 77.7353s]
12/01/24 10:41:40| INFO bin_sld_lr_ti finished [took 80.6808s]
12/01/24 10:41:42| INFO bin_sld_lr_is finished [took 82.2077s]
12/01/24 10:41:42| INFO bin_sld_lr_th finished [took 82.1716s]
12/01/24 10:41:48| INFO mul_sld_lr_th finished [took 87.7230s]
12/01/24 10:42:24| INFO d_mul_sld_lr_ti finished [took 49.7439s]
12/01/24 10:42:25| INFO d_m3w_sld_lr_is finished [took 56.2966s]
12/01/24 10:42:25| INFO atc_mc finished [took 42.5929s]
12/01/24 10:42:26| INFO ref finished [took 45.2744s]
12/01/24 10:42:27| INFO d_m3w_sld_lr_th finished [took 55.7596s]
12/01/24 10:42:28| INFO d_bin_sld_lr_th finished [took 58.4282s]
12/01/24 10:42:28| INFO d_mul_sld_lr_th finished [took 58.6740s]
12/01/24 10:42:30| INFO d_m3w_sld_lr_ti finished [took 51.6765s]
12/01/24 10:42:33| INFO d_bin_sld_lr_ti finished [took 60.1585s]
12/01/24 10:42:33| INFO doc finished [took 50.8251s]
12/01/24 10:42:33| INFO Dataset sample [0.9 0.1] of dataset rcv1_CCAT finished [took 134.8655s]
----------------------------------------------------------------------------------------------------
12/01/24 12:25:04| INFO dataset imdb [pool size: 10]
12/01/24 12:25:04| INFO Dataset sample [0.1 0.9] of dataset imdb started
12/01/24 12:25:32| INFO d_mul_sld_lr_is finished [took 25.0135s]
12/01/24 12:25:39| INFO m3w_sld_lr_ti finished [took 32.7986s]
12/01/24 12:25:40| INFO m3w_sld_lr_is finished [took 33.2715s]
12/01/24 12:25:40| INFO mul_sld_lr_is finished [took 33.3060s]
12/01/24 12:25:41| INFO mul_sld_lr_ti finished [took 34.9889s]
12/01/24 12:25:42| INFO m3w_sld_lr_th finished [took 35.0710s]
12/01/24 12:25:42| INFO mul_sld_lr_th finished [took 35.7707s]
12/01/24 12:25:45| INFO bin_sld_lr_ti finished [took 38.5722s]
12/01/24 12:25:45| INFO bin_sld_lr_is finished [took 39.0625s]
12/01/24 12:25:46| INFO bin_sld_lr_th finished [took 38.7847s]
12/01/24 12:25:55| INFO d_bin_sld_lr_is finished [took 48.2366s]
12/01/24 12:25:55| INFO d_m3w_sld_lr_is finished [took 23.0968s]
12/01/24 12:26:01| INFO ref finished [took 15.1587s]
12/01/24 12:26:03| INFO d_mul_sld_lr_ti finished [took 21.3794s]
12/01/24 12:26:03| INFO d_m3w_sld_lr_ti finished [took 20.7556s]
12/01/24 12:26:04| INFO d_mul_sld_lr_th finished [took 24.3126s]
12/01/24 12:26:04| INFO d_m3w_sld_lr_th finished [took 24.3488s]
12/01/24 12:26:06| INFO d_bin_sld_lr_th finished [took 25.8639s]
12/01/24 12:26:06| INFO atc_mc finished [took 20.4478s]
12/01/24 12:26:09| INFO doc finished [took 22.7737s]
12/01/24 12:26:19| INFO d_bin_sld_lr_ti finished [took 37.6892s]
12/01/24 12:26:19| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 75.3650s]
12/01/24 12:26:19| INFO Dataset sample [0.2 0.8] of dataset imdb started
12/01/24 12:26:48| INFO d_mul_sld_lr_is finished [took 27.8678s]
12/01/24 12:26:51| INFO m3w_sld_lr_is finished [took 31.0383s]
12/01/24 12:26:52| INFO m3w_sld_lr_th finished [took 31.5678s]
12/01/24 12:26:52| INFO m3w_sld_lr_ti finished [took 31.7541s]
12/01/24 12:26:57| INFO mul_sld_lr_ti finished [took 36.5502s]
12/01/24 12:26:57| INFO mul_sld_lr_is finished [took 36.8843s]
12/01/24 12:27:00| INFO mul_sld_lr_th finished [took 39.9616s]
12/01/24 12:27:03| INFO bin_sld_lr_ti finished [took 42.4279s]
12/01/24 12:27:04| INFO bin_sld_lr_is finished [took 43.3844s]
12/01/24 12:27:04| INFO bin_sld_lr_th finished [took 43.3535s]
12/01/24 12:27:06| INFO d_bin_sld_lr_is finished [took 45.5396s]
12/01/24 12:27:11| INFO d_m3w_sld_lr_is finished [took 22.5272s]
12/01/24 12:27:15| INFO d_m3w_sld_lr_th finished [took 22.8193s]
12/01/24 12:27:16| INFO d_mul_sld_lr_th finished [took 23.6306s]
12/01/24 12:27:19| INFO ref finished [took 15.4716s]
12/01/24 12:27:21| INFO d_m3w_sld_lr_ti finished [took 20.5550s]
12/01/24 12:27:22| INFO d_mul_sld_lr_ti finished [took 24.0333s]
12/01/24 12:27:24| INFO atc_mc finished [took 19.7505s]
12/01/24 12:27:25| INFO doc finished [took 20.3851s]
12/01/24 12:27:27| INFO d_bin_sld_lr_th finished [took 35.4732s]
12/01/24 12:27:30| INFO d_bin_sld_lr_ti finished [took 33.1328s]
12/01/24 12:27:31| INFO Dataset sample [0.2 0.8] of dataset imdb finished [took 71.0695s]
12/01/24 12:27:31| INFO Dataset sample [0.3 0.7] of dataset imdb started
12/01/24 12:28:02| INFO d_mul_sld_lr_is finished [took 30.5706s]
12/01/24 12:28:03| INFO d_bin_sld_lr_is finished [took 31.7733s]
12/01/24 12:28:04| INFO m3w_sld_lr_is finished [took 32.7220s]
12/01/24 12:28:04| INFO m3w_sld_lr_ti finished [took 32.7821s]
12/01/24 12:28:05| INFO m3w_sld_lr_th finished [took 33.2117s]
12/01/24 12:28:08| INFO bin_sld_lr_is finished [took 36.5305s]
12/01/24 12:28:09| INFO bin_sld_lr_ti finished [took 37.6837s]
12/01/24 12:28:10| INFO mul_sld_lr_is finished [took 38.8559s]
12/01/24 12:28:10| INFO bin_sld_lr_th finished [took 38.9338s]
12/01/24 12:28:10| INFO mul_sld_lr_ti finished [took 38.7659s]
12/01/24 12:28:11| INFO mul_sld_lr_th finished [took 39.8504s]
12/01/24 12:28:22| INFO d_m3w_sld_lr_is finished [took 19.6915s]
12/01/24 12:28:27| INFO ref finished [took 16.0238s]
12/01/24 12:28:27| INFO atc_mc finished [took 16.0818s]
12/01/24 12:28:28| INFO d_m3w_sld_lr_th finished [took 22.7700s]
12/01/24 12:28:31| INFO d_m3w_sld_lr_ti finished [took 20.9976s]
12/01/24 12:28:32| INFO d_mul_sld_lr_th finished [took 26.8478s]
12/01/24 12:28:33| INFO d_bin_sld_lr_th finished [took 29.3034s]
12/01/24 12:28:33| INFO doc finished [took 22.3929s]
12/01/24 12:28:34| INFO d_bin_sld_lr_ti finished [took 28.7436s]
12/01/24 12:28:36| INFO d_mul_sld_lr_ti finished [took 27.0932s]
12/01/24 12:28:36| INFO Dataset sample [0.3 0.7] of dataset imdb finished [took 65.2432s]
12/01/24 12:28:36| INFO Dataset sample [0.4 0.6] of dataset imdb started
12/01/24 12:29:08| INFO d_mul_sld_lr_is finished [took 31.8401s]
12/01/24 12:29:08| INFO d_bin_sld_lr_is finished [took 31.9687s]
12/01/24 12:29:10| INFO m3w_sld_lr_th finished [took 33.7852s]
12/01/24 12:29:10| INFO m3w_sld_lr_ti finished [took 33.8487s]
12/01/24 12:29:11| INFO m3w_sld_lr_is finished [took 34.8179s]
12/01/24 12:29:14| INFO bin_sld_lr_ti finished [took 37.0476s]
12/01/24 12:29:14| INFO bin_sld_lr_is finished [took 37.4619s]
12/01/24 12:29:14| INFO bin_sld_lr_th finished [took 37.3058s]
12/01/24 12:29:17| INFO mul_sld_lr_is finished [took 40.1708s]
12/01/24 12:29:17| INFO mul_sld_lr_ti finished [took 40.9231s]
12/01/24 12:29:18| INFO mul_sld_lr_th finished [took 41.0773s]
12/01/24 12:29:28| INFO d_m3w_sld_lr_is finished [took 19.1608s]
12/01/24 12:29:31| INFO ref finished [took 16.2864s]
12/01/24 12:29:31| INFO d_m3w_sld_lr_th finished [took 19.9495s]
12/01/24 12:29:36| INFO d_m3w_sld_lr_ti finished [took 21.3200s]
12/01/24 12:29:37| INFO d_bin_sld_lr_th finished [took 28.0929s]
12/01/24 12:29:38| INFO atc_mc finished [took 20.7427s]
12/01/24 12:29:38| INFO doc finished [took 20.5073s]
12/01/24 12:29:38| INFO d_mul_sld_lr_th finished [took 27.7971s]
12/01/24 12:29:39| INFO d_bin_sld_lr_ti finished [took 27.2152s]
12/01/24 12:29:41| INFO d_mul_sld_lr_ti finished [took 27.4530s]
12/01/24 12:29:42| INFO Dataset sample [0.4 0.6] of dataset imdb finished [took 65.7503s]
12/01/24 12:29:42| INFO Dataset sample [0.5 0.5] of dataset imdb started
12/01/24 12:30:12| INFO d_bin_sld_lr_is finished [took 29.3038s]
12/01/24 12:30:15| INFO m3w_sld_lr_th finished [took 32.6712s]
12/01/24 12:30:16| INFO m3w_sld_lr_ti finished [took 33.3446s]
12/01/24 12:30:16| INFO m3w_sld_lr_is finished [took 33.9536s]
12/01/24 12:30:16| INFO d_mul_sld_lr_is finished [took 34.0764s]
12/01/24 12:30:18| INFO bin_sld_lr_th finished [took 35.3417s]
12/01/24 12:30:19| INFO bin_sld_lr_is finished [took 36.2376s]
12/01/24 12:30:19| INFO bin_sld_lr_ti finished [took 36.4085s]
12/01/24 12:30:21| INFO mul_sld_lr_is finished [took 38.2491s]
12/01/24 12:30:21| INFO mul_sld_lr_ti finished [took 38.8676s]
12/01/24 12:30:23| INFO mul_sld_lr_th finished [took 40.8526s]
12/01/24 12:30:35| INFO d_m3w_sld_lr_is finished [took 22.6734s]
12/01/24 12:30:35| INFO ref finished [took 15.8722s]
12/01/24 12:30:38| INFO d_m3w_sld_lr_th finished [took 21.2734s]
12/01/24 12:30:41| INFO d_mul_sld_lr_th finished [took 25.0930s]
12/01/24 12:30:42| INFO d_bin_sld_lr_th finished [took 26.1108s]
12/01/24 12:30:42| INFO atc_mc finished [took 20.7612s]
12/01/24 12:30:42| INFO d_m3w_sld_lr_ti finished [took 23.0052s]
12/01/24 12:30:43| INFO doc finished [took 20.8356s]
12/01/24 12:30:43| INFO d_bin_sld_lr_ti finished [took 26.4838s]
12/01/24 12:30:45| INFO d_mul_sld_lr_ti finished [took 27.2180s]
12/01/24 12:30:45| INFO Dataset sample [0.5 0.5] of dataset imdb finished [took 63.9147s]
12/01/24 12:30:45| INFO Dataset sample [0.6 0.4] of dataset imdb started
12/01/24 12:31:16| INFO d_bin_sld_lr_is finished [took 29.3033s]
12/01/24 12:31:17| INFO d_mul_sld_lr_is finished [took 30.9045s]
12/01/24 12:31:18| INFO m3w_sld_lr_th finished [took 31.8437s]
12/01/24 12:31:19| INFO m3w_sld_lr_is finished [took 33.0846s]
12/01/24 12:31:20| INFO m3w_sld_lr_ti finished [took 33.2896s]
12/01/24 12:31:23| INFO bin_sld_lr_is finished [took 36.7479s]
12/01/24 12:31:23| INFO bin_sld_lr_ti finished [took 36.6812s]
12/01/24 12:31:23| INFO bin_sld_lr_th finished [took 36.9233s]
12/01/24 12:31:27| INFO mul_sld_lr_ti finished [took 40.9364s]
12/01/24 12:31:28| INFO mul_sld_lr_is finished [took 41.4735s]
12/01/24 12:31:29| INFO mul_sld_lr_th finished [took 42.5025s]
12/01/24 12:31:39| INFO d_m3w_sld_lr_is finished [took 22.8459s]
12/01/24 12:31:40| INFO ref finished [took 16.0381s]
12/01/24 12:31:41| INFO d_m3w_sld_lr_th finished [took 21.7437s]
12/01/24 12:31:43| INFO d_bin_sld_lr_th finished [took 25.0644s]
12/01/24 12:31:46| INFO d_m3w_sld_lr_ti finished [took 22.1128s]
12/01/24 12:31:46| INFO atc_mc finished [took 18.6523s]
12/01/24 12:31:47| INFO d_mul_sld_lr_ti finished [took 23.7929s]
12/01/24 12:31:47| INFO d_bin_sld_lr_ti finished [took 27.3263s]
12/01/24 12:31:48| INFO d_mul_sld_lr_th finished [took 29.5646s]
12/01/24 12:31:51| INFO doc finished [took 23.0746s]
12/01/24 12:31:51| INFO Dataset sample [0.6 0.4] of dataset imdb finished [took 65.8728s]
12/01/24 12:31:51| INFO Dataset sample [0.7 0.3] of dataset imdb started
12/01/24 12:32:24| INFO d_bin_sld_lr_is finished [took 30.8873s]
12/01/24 12:32:26| INFO d_mul_sld_lr_is finished [took 33.0044s]
12/01/24 12:32:26| INFO m3w_sld_lr_th finished [took 33.6035s]
12/01/24 12:32:26| INFO m3w_sld_lr_is finished [took 33.8457s]
12/01/24 12:32:27| INFO m3w_sld_lr_ti finished [took 34.1383s]
12/01/24 12:32:30| INFO bin_sld_lr_is finished [took 37.3758s]
12/01/24 12:32:33| INFO bin_sld_lr_ti finished [took 40.2486s]
12/01/24 12:32:33| INFO mul_sld_lr_is finished [took 40.5761s]
12/01/24 12:32:34| INFO mul_sld_lr_ti finished [took 41.2976s]
12/01/24 12:32:35| INFO bin_sld_lr_th finished [took 42.0706s]
12/01/24 12:32:36| INFO mul_sld_lr_th finished [took 43.1257s]
12/01/24 12:32:48| INFO d_m3w_sld_lr_is finished [took 23.3828s]
12/01/24 12:32:48| INFO d_m3w_sld_lr_th finished [took 21.4232s]
12/01/24 12:32:50| INFO ref finished [took 16.4061s]
12/01/24 12:32:55| INFO atc_mc finished [took 19.8213s]
12/01/24 12:32:55| INFO d_bin_sld_lr_th finished [took 28.7898s]
12/01/24 12:32:55| INFO d_m3w_sld_lr_ti finished [took 21.5834s]
12/01/24 12:32:56| INFO d_bin_sld_lr_ti finished [took 28.3601s]
12/01/24 12:32:56| INFO d_mul_sld_lr_ti finished [took 25.4232s]
12/01/24 12:32:57| INFO d_mul_sld_lr_th finished [took 29.7922s]
12/01/24 12:32:59| INFO doc finished [took 23.7036s]
12/01/24 12:32:59| INFO Dataset sample [0.7 0.3] of dataset imdb finished [took 67.7464s]
12/01/24 12:32:59| INFO Dataset sample [0.8 0.2] of dataset imdb started
12/01/24 12:33:32| INFO d_mul_sld_lr_is finished [took 32.0362s]
12/01/24 12:33:33| INFO m3w_sld_lr_is finished [took 33.0102s]
12/01/24 12:33:33| INFO m3w_sld_lr_th finished [took 33.1492s]
12/01/24 12:33:34| INFO m3w_sld_lr_ti finished [took 33.7233s]
12/01/24 12:33:46| INFO mul_sld_lr_ti finished [took 45.8193s]
12/01/24 12:33:46| INFO bin_sld_lr_is finished [took 45.9530s]
12/01/24 12:33:47| INFO d_bin_sld_lr_is finished [took 46.5691s]
12/01/24 12:33:47| INFO mul_sld_lr_is finished [took 46.9568s]
12/01/24 12:33:47| INFO bin_sld_lr_ti finished [took 47.2839s]
12/01/24 12:33:48| INFO bin_sld_lr_th finished [took 47.6512s]
12/01/24 12:33:52| INFO mul_sld_lr_th finished [took 52.5823s]
12/01/24 12:33:56| INFO d_m3w_sld_lr_is finished [took 23.8234s]
12/01/24 12:33:58| INFO d_m3w_sld_lr_th finished [took 23.6760s]
12/01/24 12:34:03| INFO ref finished [took 16.0469s]
12/01/24 12:34:04| INFO d_mul_sld_lr_th finished [took 30.2305s]
12/01/24 12:34:06| INFO d_m3w_sld_lr_ti finished [took 18.6452s]
12/01/24 12:34:08| INFO atc_mc finished [took 20.9993s]
12/01/24 12:34:11| INFO doc finished [took 23.0820s]
12/01/24 12:34:13| INFO d_mul_sld_lr_ti finished [took 26.4811s]
12/01/24 12:34:20| INFO d_bin_sld_lr_ti finished [took 34.2124s]
12/01/24 12:34:29| INFO d_bin_sld_lr_th finished [took 56.0974s]
12/01/24 12:34:29| INFO Dataset sample [0.8 0.2] of dataset imdb finished [took 90.0886s]
12/01/24 12:34:29| INFO Dataset sample [0.9 0.1] of dataset imdb started
12/01/24 12:34:58| INFO d_mul_sld_lr_is finished [took 27.5954s]
12/01/24 12:35:02| INFO m3w_sld_lr_is finished [took 32.3482s]
12/01/24 12:35:04| INFO m3w_sld_lr_ti finished [took 33.6633s]
12/01/24 12:35:04| INFO m3w_sld_lr_th finished [took 33.7579s]
12/01/24 12:35:04| INFO mul_sld_lr_ti finished [took 34.3296s]
12/01/24 12:35:06| INFO mul_sld_lr_is finished [took 35.9333s]
12/01/24 12:35:17| INFO bin_sld_lr_is finished [took 47.6066s]
12/01/24 12:35:19| INFO bin_sld_lr_ti finished [took 48.6580s]
12/01/24 12:35:19| INFO bin_sld_lr_th finished [took 48.9192s]
12/01/24 12:35:24| INFO d_m3w_sld_lr_is finished [took 26.4663s]
12/01/24 12:35:30| INFO mul_sld_lr_th finished [took 59.7652s]
12/01/24 12:35:31| INFO d_mul_sld_lr_ti finished [took 25.4550s]
12/01/24 12:35:32| INFO d_mul_sld_lr_th finished [took 28.0128s]
12/01/24 12:35:33| INFO d_m3w_sld_lr_th finished [took 28.5638s]
12/01/24 12:35:35| INFO ref finished [took 16.2405s]
12/01/24 12:35:39| INFO d_m3w_sld_lr_ti finished [took 21.6500s]
12/01/24 12:35:41| INFO atc_mc finished [took 22.1753s]
12/01/24 12:35:44| INFO d_bin_sld_lr_is finished [took 74.3931s]
12/01/24 12:35:46| INFO doc finished [took 21.2285s]
12/01/24 12:35:48| INFO d_bin_sld_lr_th finished [took 45.3759s]
12/01/24 12:36:07| INFO d_bin_sld_lr_ti finished [took 62.8585s]
12/01/24 12:36:08| INFO Dataset sample [0.9 0.1] of dataset imdb finished [took 98.2923s]
----------------------------------------------------------------------------------------------------
12/01/24 12:43:11| INFO dataset imdb [pool size: 10]
12/01/24 12:43:11| INFO Dataset sample [0.1 0.9] of dataset imdb started
12/01/24 12:43:47| INFO m3w_sld_lr_is finished [took 33.3149s]
12/01/24 12:43:49| INFO m3w_sld_lr finished [took 36.0583s]
12/01/24 12:43:50| INFO mul_sld_lr_is finished [took 36.8057s]
12/01/24 12:43:51| INFO mul_sld_lr_ti finished [took 37.2244s]
12/01/24 12:43:52| INFO mul_sld_lr_th finished [took 38.6764s]
12/01/24 12:43:52| INFO m3w_sld_lr_th finished [took 38.8214s]
12/01/24 12:43:54| INFO bin_sld_lr finished [took 40.8352s]
12/01/24 12:43:55| INFO bin_sld_lr_th finished [took 41.6988s]
12/01/24 12:43:56| INFO bin_sld_lr_is finished [took 42.6236s]
12/01/24 12:43:56| INFO bin_sld_lr_ti finished [took 43.1788s]
12/01/24 12:44:02| INFO mul_sld_lr finished [took 48.6842s]
12/01/24 12:44:12| INFO ref finished [took 16.5196s]
12/01/24 12:44:19| INFO m3w_sld_lr_ti finished [took 31.5211s]
12/01/24 12:44:19| INFO atc_mc finished [took 22.7576s]
12/01/24 12:44:22| INFO mul_sld_lr_tm finished [took 31.5799s]
12/01/24 12:44:23| INFO doc finished [took 25.9263s]
12/01/24 12:44:24| INFO m3w_sld_lr_te finished [took 29.0330s]
12/01/24 12:44:24| INFO m3w_sld_lr_tm finished [took 32.6108s]
12/01/24 12:44:25| INFO mul_sld_lr_te finished [took 32.3615s]
12/01/24 12:44:26| INFO bin_sld_lr_tm finished [took 36.6622s]
12/01/24 12:44:28| INFO bin_sld_lr_te finished [took 35.0185s]
12/01/24 12:44:28| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 77.0360s]
12/01/24 12:44:28| INFO Dataset sample [0.2 0.8] of dataset imdb started
12/01/24 12:45:04| INFO m3w_sld_lr finished [took 35.2070s]
12/01/24 12:45:04| INFO m3w_sld_lr_is finished [took 35.0024s]
12/01/24 12:45:07| INFO m3w_sld_lr_th finished [took 38.0121s]
12/01/24 12:45:12| INFO mul_sld_lr_ti finished [took 42.8634s]
12/01/24 12:45:12| INFO mul_sld_lr_is finished [took 43.2131s]
12/01/24 12:45:12| INFO mul_sld_lr finished [took 43.5563s]
12/01/24 12:45:14| INFO mul_sld_lr_th finished [took 45.3169s]
12/01/24 12:45:15| INFO bin_sld_lr finished [took 46.0713s]
12/01/24 12:45:16| INFO bin_sld_lr_is finished [took 47.1011s]
12/01/24 12:45:16| INFO bin_sld_lr_th finished [took 47.2809s]
12/01/24 12:45:18| INFO bin_sld_lr_ti finished [took 49.2713s]
12/01/24 12:45:33| INFO ref finished [took 17.9540s]
12/01/24 12:45:37| INFO m3w_sld_lr_ti finished [took 32.9079s]
12/01/24 12:45:40| INFO atc_mc finished [took 23.6555s]
12/01/24 12:45:41| INFO mul_sld_lr_tm finished [took 33.5044s]
12/01/24 12:45:41| INFO m3w_sld_lr_tm finished [took 29.1465s]
12/01/24 12:45:42| INFO m3w_sld_lr_te finished [took 26.9737s]
12/01/24 12:45:43| INFO doc finished [took 26.1971s]
12/01/24 12:45:46| INFO bin_sld_lr_tm finished [took 41.2473s]
12/01/24 12:45:47| INFO mul_sld_lr_te finished [took 34.5159s]
12/01/24 12:45:50| INFO bin_sld_lr_te finished [took 37.2933s]
12/01/24 12:45:50| INFO Dataset sample [0.2 0.8] of dataset imdb finished [took 81.9580s]
12/01/24 12:45:50| INFO Dataset sample [0.3 0.7] of dataset imdb started
12/01/24 12:46:26| INFO m3w_sld_lr_is finished [took 35.4905s]
12/01/24 12:46:26| INFO m3w_sld_lr_th finished [took 35.7902s]
12/01/24 12:46:27| INFO m3w_sld_lr finished [took 36.4139s]
12/01/24 12:46:31| INFO bin_sld_lr_is finished [took 40.4791s]
12/01/24 12:46:32| INFO bin_sld_lr_th finished [took 40.9829s]
12/01/24 12:46:32| INFO bin_sld_lr_ti finished [took 41.0844s]
12/01/24 12:46:32| INFO bin_sld_lr finished [took 41.6049s]
12/01/24 12:46:33| INFO mul_sld_lr finished [took 42.2421s]
12/01/24 12:46:34| INFO mul_sld_lr_th finished [took 43.5611s]
12/01/24 12:46:35| INFO mul_sld_lr_is finished [took 44.6313s]
12/01/24 12:46:36| INFO mul_sld_lr_ti finished [took 45.5951s]
12/01/24 12:46:50| INFO ref finished [took 16.1542s]
12/01/24 12:46:57| INFO atc_mc finished [took 21.7090s]
12/01/24 12:47:00| INFO m3w_sld_lr_ti finished [took 33.8483s]
12/01/24 12:47:02| INFO mul_sld_lr_tm finished [took 33.8800s]
12/01/24 12:47:03| INFO m3w_sld_lr_te finished [took 30.0548s]
12/01/24 12:47:04| INFO m3w_sld_lr_tm finished [took 31.8261s]
12/01/24 12:47:04| INFO bin_sld_lr_tm finished [took 37.5077s]
12/01/24 12:47:05| INFO doc finished [took 28.9728s]
12/01/24 12:47:07| INFO mul_sld_lr_te finished [took 34.0882s]
12/01/24 12:47:07| INFO bin_sld_lr_te finished [took 34.7547s]
12/01/24 12:47:07| INFO Dataset sample [0.3 0.7] of dataset imdb finished [took 77.3651s]
12/01/24 12:47:07| INFO Dataset sample [0.4 0.6] of dataset imdb started
12/01/24 12:47:41| INFO m3w_sld_lr finished [took 33.3606s]
12/01/24 12:47:44| INFO m3w_sld_lr_th finished [took 35.9682s]
12/01/24 12:47:46| INFO m3w_sld_lr_is finished [took 37.8225s]
12/01/24 12:47:47| INFO bin_sld_lr finished [took 38.9398s]
12/01/24 12:47:48| INFO bin_sld_lr_th finished [took 39.6273s]
12/01/24 12:47:49| INFO bin_sld_lr_is finished [took 41.1592s]
12/01/24 12:47:50| INFO bin_sld_lr_ti finished [took 42.3609s]
12/01/24 12:47:53| INFO mul_sld_lr_ti finished [took 44.7800s]
12/01/24 12:47:53| INFO mul_sld_lr_is finished [took 45.2731s]
12/01/24 12:47:54| INFO mul_sld_lr_th finished [took 45.7121s]
12/01/24 12:47:54| INFO mul_sld_lr finished [took 45.8220s]
12/01/24 12:48:11| INFO ref finished [took 18.0394s]
12/01/24 12:48:15| INFO m3w_sld_lr_ti finished [took 33.3342s]
12/01/24 12:48:17| INFO atc_mc finished [took 23.2269s]
12/01/24 12:48:20| INFO m3w_sld_lr_tm finished [took 32.4567s]
12/01/24 12:48:21| INFO doc finished [took 26.8106s]
12/01/24 12:48:22| INFO m3w_sld_lr_te finished [took 30.6467s]
12/01/24 12:48:22| INFO bin_sld_lr_tm finished [took 37.0073s]
12/01/24 12:48:22| INFO mul_sld_lr_te finished [took 32.8424s]
12/01/24 12:48:24| INFO bin_sld_lr_te finished [took 35.1964s]
12/01/24 12:48:24| INFO mul_sld_lr_tm finished [took 37.5183s]
12/01/24 12:48:24| INFO Dataset sample [0.4 0.6] of dataset imdb finished [took 76.4890s]
12/01/24 12:48:24| INFO Dataset sample [0.5 0.5] of dataset imdb started
12/01/24 12:48:59| INFO m3w_sld_lr finished [took 34.0038s]
12/01/24 12:49:01| INFO m3w_sld_lr_th finished [took 36.6777s]
12/01/24 12:49:01| INFO m3w_sld_lr_is finished [took 36.6479s]
12/01/24 12:49:04| INFO bin_sld_lr_is finished [took 39.1413s]
12/01/24 12:49:05| INFO bin_sld_lr_ti finished [took 39.8153s]
12/01/24 12:49:05| INFO bin_sld_lr finished [took 40.7557s]
12/01/24 12:49:07| INFO bin_sld_lr_th finished [took 41.9652s]
12/01/24 12:49:08| INFO mul_sld_lr_ti finished [took 43.6159s]
12/01/24 12:49:09| INFO mul_sld_lr finished [took 44.8120s]
12/01/24 12:49:11| INFO mul_sld_lr_is finished [took 45.8882s]
12/01/24 12:49:11| INFO mul_sld_lr_th finished [took 46.2266s]
12/01/24 12:49:27| INFO ref finished [took 18.1492s]
12/01/24 12:49:31| INFO m3w_sld_lr_ti finished [took 31.5088s]
12/01/24 12:49:32| INFO atc_mc finished [took 21.8676s]
12/01/24 12:49:35| INFO bin_sld_lr_tm finished [took 33.4846s]
12/01/24 12:49:36| INFO m3w_sld_lr_tm finished [took 31.3971s]
12/01/24 12:49:38| INFO m3w_sld_lr_te finished [took 30.4213s]
12/01/24 12:49:38| INFO doc finished [took 26.8631s]
12/01/24 12:49:39| INFO mul_sld_lr_tm finished [took 37.2281s]
12/01/24 12:49:40| INFO bin_sld_lr_te finished [took 34.1909s]
12/01/24 12:49:42| INFO mul_sld_lr_te finished [took 35.9641s]
12/01/24 12:49:42| INFO Dataset sample [0.5 0.5] of dataset imdb finished [took 78.0604s]
12/01/24 12:49:42| INFO Dataset sample [0.6 0.4] of dataset imdb started
12/01/24 12:50:18| INFO m3w_sld_lr finished [took 34.9871s]
12/01/24 12:50:18| INFO m3w_sld_lr_is finished [took 35.3519s]
12/01/24 12:50:19| INFO m3w_sld_lr_th finished [took 35.9485s]
12/01/24 12:50:23| INFO bin_sld_lr_is finished [took 39.7629s]
12/01/24 12:50:23| INFO bin_sld_lr_ti finished [took 39.9521s]
12/01/24 12:50:24| INFO bin_sld_lr finished [took 41.7206s]
12/01/24 12:50:25| INFO bin_sld_lr_th finished [took 42.0438s]
12/01/24 12:50:27| INFO mul_sld_lr finished [took 44.7364s]
12/01/24 12:50:29| INFO mul_sld_lr_ti finished [took 45.9645s]
12/01/24 12:50:29| INFO mul_sld_lr_is finished [took 46.1031s]
12/01/24 12:50:29| INFO mul_sld_lr_th finished [took 46.3505s]
12/01/24 12:50:44| INFO ref finished [took 16.0607s]
12/01/24 12:50:52| INFO m3w_sld_lr_ti finished [took 33.5942s]
12/01/24 12:50:53| INFO m3w_sld_lr_tm finished [took 29.9645s]
12/01/24 12:50:54| INFO atc_mc finished [took 24.6188s]
12/01/24 12:50:55| INFO doc finished [took 26.1980s]
12/01/24 12:50:56| INFO bin_sld_lr_tm finished [took 37.4601s]
12/01/24 12:50:56| INFO m3w_sld_lr_te finished [took 31.0960s]
12/01/24 12:50:58| INFO mul_sld_lr_tm finished [took 38.4303s]
12/01/24 12:50:59| INFO bin_sld_lr_te finished [took 35.3128s]
12/01/24 12:51:00| INFO mul_sld_lr_te finished [took 35.2774s]
12/01/24 12:51:00| INFO Dataset sample [0.6 0.4] of dataset imdb finished [took 78.3691s]
12/01/24 12:51:00| INFO Dataset sample [0.7 0.3] of dataset imdb started
12/01/24 12:51:35| INFO m3w_sld_lr_th finished [took 33.7555s]
12/01/24 12:51:38| INFO m3w_sld_lr finished [took 36.5213s]
12/01/24 12:51:38| INFO m3w_sld_lr_is finished [took 36.7697s]
12/01/24 12:51:42| INFO bin_sld_lr_ti finished [took 40.9961s]
12/01/24 12:51:42| INFO bin_sld_lr_is finished [took 41.0082s]
12/01/24 12:51:44| INFO mul_sld_lr_is finished [took 42.8377s]
12/01/24 12:51:45| INFO bin_sld_lr_th finished [took 43.7714s]
12/01/24 12:51:46| INFO mul_sld_lr_ti finished [took 44.3280s]
12/01/24 12:51:47| INFO bin_sld_lr finished [took 45.2513s]
12/01/24 12:51:47| INFO mul_sld_lr_th finished [took 45.0555s]
12/01/24 12:51:47| INFO mul_sld_lr finished [took 45.0068s]
12/01/24 12:52:04| INFO ref finished [took 16.9409s]
12/01/24 12:52:08| INFO atc_mc finished [took 20.9345s]
12/01/24 12:52:09| INFO m3w_sld_lr_ti finished [took 33.4772s]
12/01/24 12:52:13| INFO m3w_sld_lr_tm finished [took 29.4045s]
12/01/24 12:52:16| INFO bin_sld_lr_tm finished [took 36.9981s]
12/01/24 12:52:16| INFO doc finished [took 28.6628s]
12/01/24 12:52:18| INFO m3w_sld_lr_te finished [took 31.2486s]
12/01/24 12:52:18| INFO mul_sld_lr_tm finished [took 39.1040s]
12/01/24 12:52:18| INFO bin_sld_lr_te finished [took 35.3086s]
12/01/24 12:52:19| INFO mul_sld_lr_te finished [took 33.4642s]
12/01/24 12:52:19| INFO Dataset sample [0.7 0.3] of dataset imdb finished [took 78.6326s]
12/01/24 12:52:19| INFO Dataset sample [0.8 0.2] of dataset imdb started
12/01/24 12:52:53| INFO m3w_sld_lr_th finished [took 33.3769s]
12/01/24 12:52:54| INFO m3w_sld_lr_is finished [took 34.6001s]
12/01/24 12:52:55| INFO m3w_sld_lr finished [took 35.1565s]
12/01/24 12:53:09| INFO bin_sld_lr_ti finished [took 48.9405s]
12/01/24 12:53:09| INFO bin_sld_lr_is finished [took 49.1914s]
12/01/24 12:53:10| INFO mul_sld_lr_is finished [took 49.7992s]
12/01/24 12:53:10| INFO mul_sld_lr_ti finished [took 50.0655s]
12/01/24 12:53:11| INFO bin_sld_lr_th finished [took 51.4870s]
12/01/24 12:53:12| INFO bin_sld_lr finished [took 52.9237s]
12/01/24 12:53:14| INFO mul_sld_lr finished [took 54.0893s]
12/01/24 12:53:14| INFO mul_sld_lr_th finished [took 54.3681s]
12/01/24 12:53:26| INFO m3w_sld_lr_ti finished [took 33.0302s]
12/01/24 12:53:28| INFO atc_mc finished [took 15.6549s]
12/01/24 12:53:28| INFO ref finished [took 16.9586s]
12/01/24 12:53:34| INFO doc finished [took 19.9687s]
12/01/24 12:53:35| INFO m3w_sld_lr_tm finished [took 25.9206s]
12/01/24 12:53:36| INFO m3w_sld_lr_te finished [took 25.6683s]
12/01/24 12:53:37| INFO bin_sld_lr_tm finished [took 42.1019s]
12/01/24 12:53:40| INFO mul_sld_lr_tm finished [took 45.0723s]
12/01/24 12:53:44| INFO bin_sld_lr_te finished [took 34.9011s]
12/01/24 12:53:47| INFO mul_sld_lr_te finished [took 36.3946s]
12/01/24 12:53:47| INFO Dataset sample [0.8 0.2] of dataset imdb finished [took 87.7175s]
12/01/24 12:53:47| INFO Dataset sample [0.9 0.1] of dataset imdb started
12/01/24 12:54:15| INFO m3w_sld_lr_th finished [took 27.2385s]
12/01/24 12:54:18| INFO m3w_sld_lr_is finished [took 30.3723s]
12/01/24 12:54:20| INFO mul_sld_lr_is finished [took 32.4779s]
12/01/24 12:54:20| INFO mul_sld_lr_ti finished [took 32.6520s]
12/01/24 12:54:20| INFO m3w_sld_lr finished [took 33.1318s]
12/01/24 12:54:32| INFO bin_sld_lr_ti finished [took 44.2474s]
12/01/24 12:54:33| INFO bin_sld_lr finished [took 45.5460s]
12/01/24 12:54:34| INFO bin_sld_lr_th finished [took 46.2737s]
12/01/24 12:54:35| INFO bin_sld_lr_is finished [took 47.3363s]
12/01/24 12:54:39| INFO mul_sld_lr_th finished [took 52.0376s]
12/01/24 12:54:45| INFO m3w_sld_lr_ti finished [took 29.7040s]
12/01/24 12:54:47| INFO mul_sld_lr finished [took 59.7754s]
12/01/24 12:54:50| INFO ref finished [took 15.7872s]
12/01/24 12:54:50| INFO m3w_sld_lr_tm finished [took 29.8948s]
12/01/24 12:54:56| INFO atc_mc finished [took 20.6837s]
12/01/24 12:54:58| INFO bin_sld_lr_tm finished [took 39.8555s]
12/01/24 12:54:59| INFO m3w_sld_lr_te finished [took 26.1670s]
12/01/24 12:54:59| INFO bin_sld_lr_te finished [took 38.4935s]
12/01/24 12:55:00| INFO mul_sld_lr_te finished [took 28.2572s]
12/01/24 12:55:01| INFO doc finished [took 20.7673s]
12/01/24 12:55:05| INFO mul_sld_lr_tm finished [took 45.3619s]
12/01/24 12:55:05| INFO Dataset sample [0.9 0.1] of dataset imdb finished [took 78.7128s]
----------------------------------------------------------------------------------------------------
12/01/24 13:10:37| INFO dataset imdb [pool size: 10]
12/01/24 13:10:38| INFO Dataset sample [0.1 0.9] of dataset imdb started
12/01/24 13:11:13| INFO m3w_sld_lr_is finished [took 32.7337s]
12/01/24 13:11:14| INFO mul_sld_lr_is finished [took 33.8802s]
12/01/24 13:11:15| INFO m3w_sld_lr finished [took 35.1869s]
12/01/24 13:11:16| INFO mul_sld_lr_ti finished [took 35.4190s]
12/01/24 13:11:17| INFO m3w_sld_lr_th finished [took 36.7840s]
12/01/24 13:11:17| INFO mul_sld_lr_th finished [took 36.8833s]
12/01/24 13:11:19| INFO bin_sld_lr_ti finished [took 39.3940s]
12/01/24 13:11:19| INFO bin_sld_lr finished [took 39.4291s]
12/01/24 13:11:20| INFO bin_sld_lr_th finished [took 40.3559s]
12/01/24 13:11:21| INFO bin_sld_lr_is finished [took 41.0060s]
12/01/24 13:11:26| INFO mul_sld_lr finished [took 46.5871s]
12/01/24 13:11:46| INFO m3w_sld_lr_ti finished [took 32.4921s]
12/01/24 13:11:51| INFO m3w_sld_lr_tm finished [took 34.8240s]
12/01/24 13:11:52| INFO m3w_sld_lr_te finished [took 32.4730s]
12/01/24 13:11:52| INFO mul_sld_lr_te finished [took 34.6368s]
12/01/24 13:11:52| INFO mul_sld_lr_tm finished [took 36.6675s]
12/01/24 13:11:53| INFO bin_sld_lr_tm finished [took 38.7104s]
12/01/24 13:11:54| INFO m3w_sld_lr_tc finished [took 33.0649s]
12/01/24 13:11:55| INFO mul_sld_lr_tc finished [took 34.4508s]
12/01/24 13:11:57| INFO bin_sld_lr_tc finished [took 37.4111s]
12/01/24 13:11:57| INFO bin_sld_lr_te finished [took 39.8087s]
12/01/24 13:12:03| INFO bin_sld_lr_a finished [took 35.9547s]
12/01/24 13:12:07| INFO ref finished [took 14.6090s]
12/01/24 13:12:08| INFO atc_mc finished [took 15.4050s]
12/01/24 13:12:10| INFO doc finished [took 17.7288s]
12/01/24 13:12:13| INFO m3w_sld_lr_a finished [took 21.7281s]
12/01/24 13:12:13| INFO mul_sld_lr_a finished [took 27.1494s]
12/01/24 13:12:13| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 95.8633s]
12/01/24 13:12:14| INFO Dataset sample [0.2 0.8] of dataset imdb started
12/01/24 13:12:46| INFO m3w_sld_lr_is finished [took 31.6629s]
12/01/24 13:12:47| INFO m3w_sld_lr finished [took 32.6575s]
12/01/24 13:12:48| INFO m3w_sld_lr_th finished [took 33.4215s]
12/01/24 13:12:53| INFO mul_sld_lr_is finished [took 38.3583s]
12/01/24 13:12:53| INFO mul_sld_lr finished [took 38.7388s]
12/01/24 13:12:54| INFO mul_sld_lr_th finished [took 39.5709s]
12/01/24 13:12:54| INFO mul_sld_lr_ti finished [took 39.5889s]
12/01/24 13:12:58| INFO bin_sld_lr_is finished [took 43.3654s]
12/01/24 13:12:58| INFO bin_sld_lr finished [took 43.3826s]
12/01/24 13:12:58| INFO bin_sld_lr_th finished [took 43.5287s]
12/01/24 13:12:58| INFO bin_sld_lr_ti finished [took 43.8711s]
12/01/24 13:13:18| INFO m3w_sld_lr_ti finished [took 32.0719s]
12/01/24 13:13:26| INFO m3w_sld_lr_te finished [took 31.0176s]
12/01/24 13:13:26| INFO m3w_sld_lr_tm finished [took 32.7673s]
12/01/24 13:13:27| INFO mul_sld_lr_tm finished [took 38.8718s]
12/01/24 13:13:31| INFO bin_sld_lr_tm finished [took 43.3933s]
12/01/24 13:13:32| INFO mul_sld_lr_te finished [took 37.4249s]
12/01/24 13:13:32| INFO m3w_sld_lr_tc finished [took 33.6189s]
12/01/24 13:13:34| INFO bin_sld_lr_te finished [took 40.8049s]
12/01/24 13:13:35| INFO mul_sld_lr_tc finished [took 36.4992s]
12/01/24 13:13:39| INFO bin_sld_lr_tc finished [took 40.5614s]
12/01/24 13:13:40| INFO bin_sld_lr_a finished [took 40.9881s]
12/01/24 13:13:40| INFO ref finished [took 14.2029s]
12/01/24 13:13:45| INFO atc_mc finished [took 17.1560s]
12/01/24 13:13:48| INFO m3w_sld_lr_a finished [took 22.3002s]
12/01/24 13:13:49| INFO mul_sld_lr_a finished [took 29.7063s]
12/01/24 13:13:51| INFO doc finished [took 19.6561s]
12/01/24 13:13:51| INFO Dataset sample [0.2 0.8] of dataset imdb finished [took 97.5625s]
12/01/24 13:13:51| INFO Dataset sample [0.3 0.7] of dataset imdb started
12/01/24 13:14:25| INFO m3w_sld_lr finished [took 33.2943s]
12/01/24 13:14:26| INFO m3w_sld_lr_th finished [took 34.4082s]
12/01/24 13:14:26| INFO m3w_sld_lr_is finished [took 34.4180s]
12/01/24 13:14:29| INFO bin_sld_lr_ti finished [took 37.3751s]
12/01/24 13:14:29| INFO bin_sld_lr_is finished [took 37.4854s]
12/01/24 13:14:30| INFO bin_sld_lr_th finished [took 37.9882s]
12/01/24 13:14:31| INFO bin_sld_lr finished [took 38.4975s]
12/01/24 13:14:32| INFO mul_sld_lr_ti finished [took 39.7570s]
12/01/24 13:14:32| INFO mul_sld_lr_is finished [took 39.9651s]
12/01/24 13:14:33| INFO mul_sld_lr finished [took 40.4914s]
12/01/24 13:14:33| INFO mul_sld_lr_th finished [took 40.8722s]
12/01/24 13:14:59| INFO m3w_sld_lr_ti finished [took 33.8968s]
12/01/24 13:15:03| INFO m3w_sld_lr_tm finished [took 33.3763s]
12/01/24 13:15:04| INFO m3w_sld_lr_te finished [took 33.3216s]
12/01/24 13:15:06| INFO mul_sld_lr_tm finished [took 38.5736s]
12/01/24 13:15:06| INFO bin_sld_lr_tm finished [took 39.1905s]
12/01/24 13:15:07| INFO m3w_sld_lr_tc finished [took 33.3851s]
12/01/24 13:15:08| INFO bin_sld_lr_te finished [took 38.1270s]
12/01/24 13:15:09| INFO mul_sld_lr_te finished [took 39.1582s]
12/01/24 13:15:10| INFO bin_sld_lr_tc finished [took 37.3776s]
12/01/24 13:15:10| INFO bin_sld_lr_a finished [took 36.7692s]
12/01/24 13:15:11| INFO mul_sld_lr_tc finished [took 38.3070s]
12/01/24 13:15:17| INFO ref finished [took 12.4042s]
12/01/24 13:15:22| INFO atc_mc finished [took 15.6729s]
12/01/24 13:15:25| INFO doc finished [took 17.8438s]
12/01/24 13:15:26| INFO m3w_sld_lr_a finished [took 22.0668s]
12/01/24 13:15:27| INFO mul_sld_lr_a finished [took 26.9705s]
12/01/24 13:15:27| INFO Dataset sample [0.3 0.7] of dataset imdb finished [took 95.9783s]
12/01/24 13:15:27| INFO Dataset sample [0.4 0.6] of dataset imdb started
12/01/24 13:16:00| INFO m3w_sld_lr finished [took 32.6943s]
12/01/24 13:16:01| INFO m3w_sld_lr_is finished [took 33.2145s]
12/01/24 13:16:02| INFO m3w_sld_lr_th finished [took 34.1420s]
12/01/24 13:16:05| INFO bin_sld_lr_is finished [took 36.8073s]
12/01/24 13:16:05| INFO bin_sld_lr_ti finished [took 37.2145s]
12/01/24 13:16:05| INFO bin_sld_lr finished [took 37.7220s]
12/01/24 13:16:06| INFO bin_sld_lr_th finished [took 37.9631s]
12/01/24 13:16:09| INFO mul_sld_lr_ti finished [took 40.9633s]
12/01/24 13:16:09| INFO mul_sld_lr_th finished [took 40.9825s]
12/01/24 13:16:09| INFO mul_sld_lr finished [took 41.2625s]
12/01/24 13:16:09| INFO mul_sld_lr_is finished [took 41.4212s]
12/01/24 13:16:34| INFO m3w_sld_lr_ti finished [took 32.9363s]
12/01/24 13:16:37| INFO m3w_sld_lr_tm finished [took 32.2600s]
12/01/24 13:16:39| INFO bin_sld_lr_tm finished [took 37.3291s]
12/01/24 13:16:39| INFO m3w_sld_lr_te finished [took 32.5389s]
12/01/24 13:16:42| INFO mul_sld_lr_tm finished [took 39.4128s]
12/01/24 13:16:42| INFO m3w_sld_lr_tc finished [took 32.5418s]
12/01/24 13:16:43| INFO bin_sld_lr_te finished [took 37.4367s]
12/01/24 13:16:46| INFO mul_sld_lr_te finished [took 39.6650s]
12/01/24 13:16:46| INFO bin_sld_lr_tc finished [took 36.6652s]
12/01/24 13:16:47| INFO bin_sld_lr_a finished [took 37.2265s]
12/01/24 13:16:48| INFO mul_sld_lr_tc finished [took 39.0411s]
12/01/24 13:16:51| INFO ref finished [took 12.2818s]
12/01/24 13:16:55| INFO atc_mc finished [took 16.1199s]
12/01/24 13:17:01| INFO m3w_sld_lr_a finished [took 22.9367s]
12/01/24 13:17:01| INFO doc finished [took 18.6385s]
12/01/24 13:17:03| INFO mul_sld_lr_a finished [took 28.6766s]
12/01/24 13:17:03| INFO Dataset sample [0.4 0.6] of dataset imdb finished [took 95.7622s]
12/01/24 13:17:03| INFO Dataset sample [0.5 0.5] of dataset imdb started
12/01/24 13:17:36| INFO m3w_sld_lr finished [took 32.0116s]
12/01/24 13:17:36| INFO m3w_sld_lr_is finished [took 32.5508s]
12/01/24 13:17:37| INFO m3w_sld_lr_th finished [took 32.9669s]
12/01/24 13:17:40| INFO bin_sld_lr finished [took 36.1757s]
12/01/24 13:17:40| INFO bin_sld_lr_is finished [took 36.1809s]
12/01/24 13:17:41| INFO bin_sld_lr_ti finished [took 36.8709s]
12/01/24 13:17:41| INFO bin_sld_lr_th finished [took 37.0820s]
12/01/24 13:17:45| INFO mul_sld_lr_ti finished [took 41.4203s]
12/01/24 13:17:46| INFO mul_sld_lr_th finished [took 42.0308s]
12/01/24 13:17:46| INFO mul_sld_lr finished [took 42.1594s]
12/01/24 13:17:47| INFO mul_sld_lr_is finished [took 42.9501s]
12/01/24 13:18:09| INFO m3w_sld_lr_ti finished [took 33.3773s]
12/01/24 13:18:12| INFO m3w_sld_lr_tm finished [took 32.1333s]
12/01/24 13:18:13| INFO m3w_sld_lr_te finished [took 32.1275s]
12/01/24 13:18:13| INFO bin_sld_lr_tm finished [took 37.0161s]
12/01/24 13:18:17| INFO mul_sld_lr_tm finished [took 39.6293s]
12/01/24 13:18:17| INFO bin_sld_lr_te finished [took 37.2567s]
12/01/24 13:18:19| INFO m3w_sld_lr_tc finished [took 32.2843s]
12/01/24 13:18:21| INFO mul_sld_lr_te finished [took 39.7978s]
12/01/24 13:18:22| INFO bin_sld_lr_tc finished [took 36.4321s]
12/01/24 13:18:22| INFO bin_sld_lr_a finished [took 35.0098s]
12/01/24 13:18:24| INFO mul_sld_lr_tc finished [took 37.9715s]
12/01/24 13:18:28| INFO ref finished [took 14.5241s]
12/01/24 13:18:31| INFO atc_mc finished [took 17.0106s]
12/01/24 13:18:35| INFO doc finished [took 18.0912s]
12/01/24 13:18:37| INFO m3w_sld_lr_a finished [took 23.9189s]
12/01/24 13:18:38| INFO mul_sld_lr_a finished [took 28.2764s]
12/01/24 13:18:38| INFO Dataset sample [0.5 0.5] of dataset imdb finished [took 95.3917s]
12/01/24 13:18:38| INFO Dataset sample [0.6 0.4] of dataset imdb started
12/01/24 13:19:12| INFO m3w_sld_lr finished [took 32.6919s]
12/01/24 13:19:12| INFO m3w_sld_lr_th finished [took 32.8972s]
12/01/24 13:19:13| INFO m3w_sld_lr_is finished [took 33.6588s]
12/01/24 13:19:16| INFO bin_sld_lr_ti finished [took 36.6919s]
12/01/24 13:19:16| INFO bin_sld_lr_is finished [took 36.6457s]
12/01/24 13:19:17| INFO bin_sld_lr_th finished [took 38.1341s]
12/01/24 13:19:17| INFO bin_sld_lr finished [took 38.2752s]
12/01/24 13:19:21| INFO mul_sld_lr_is finished [took 41.5349s]
12/01/24 13:19:21| INFO mul_sld_lr_ti finished [took 42.0591s]
12/01/24 13:19:22| INFO mul_sld_lr finished [took 42.5951s]
12/01/24 13:19:22| INFO mul_sld_lr_th finished [took 42.6309s]
12/01/24 13:19:45| INFO m3w_sld_lr_ti finished [took 32.3206s]
12/01/24 13:19:49| INFO m3w_sld_lr_tm finished [took 32.7778s]
12/01/24 13:19:50| INFO bin_sld_lr_tm finished [took 37.0476s]
12/01/24 13:19:50| INFO m3w_sld_lr_te finished [took 32.4491s]
12/01/24 13:19:54| INFO bin_sld_lr_te finished [took 37.6133s]
12/01/24 13:19:54| INFO mul_sld_lr_tm finished [took 41.0265s]
12/01/24 13:19:55| INFO m3w_sld_lr_tc finished [took 32.6381s]
12/01/24 13:19:58| INFO bin_sld_lr_tc finished [took 37.1519s]
12/01/24 13:19:59| INFO mul_sld_lr_te finished [took 41.2502s]
12/01/24 13:19:59| INFO bin_sld_lr_a finished [took 36.8524s]
12/01/24 13:20:01| INFO mul_sld_lr_tc finished [took 39.4482s]
12/01/24 13:20:04| INFO ref finished [took 13.4493s]
12/01/24 13:20:07| INFO atc_mc finished [took 16.4608s]
12/01/24 13:20:12| INFO doc finished [took 17.5029s]
12/01/24 13:20:14| INFO m3w_sld_lr_a finished [took 24.3131s]
12/01/24 13:20:16| INFO mul_sld_lr_a finished [took 30.5427s]
12/01/24 13:20:16| INFO Dataset sample [0.6 0.4] of dataset imdb finished [took 97.5671s]
12/01/24 13:20:16| INFO Dataset sample [0.7 0.3] of dataset imdb started
12/01/24 13:20:50| INFO m3w_sld_lr_th finished [took 32.7680s]
12/01/24 13:20:50| INFO m3w_sld_lr_is finished [took 32.8119s]
12/01/24 13:20:51| INFO m3w_sld_lr finished [took 33.9354s]
12/01/24 13:20:54| INFO bin_sld_lr_is finished [took 37.3644s]
12/01/24 13:20:56| INFO bin_sld_lr_ti finished [took 38.5472s]
12/01/24 13:20:56| INFO bin_sld_lr finished [took 39.1135s]
12/01/24 13:20:57| INFO mul_sld_lr_ti finished [took 40.2866s]
12/01/24 13:20:58| INFO bin_sld_lr_th finished [took 40.3946s]
12/01/24 13:20:58| INFO mul_sld_lr_is finished [took 41.1704s]
12/01/24 13:20:59| INFO mul_sld_lr finished [took 41.6565s]
12/01/24 13:20:59| INFO mul_sld_lr_th finished [took 42.2844s]
12/01/24 13:21:23| INFO m3w_sld_lr_ti finished [took 32.3460s]
12/01/24 13:21:28| INFO m3w_sld_lr_tm finished [took 32.7168s]
12/01/24 13:21:31| INFO bin_sld_lr_tm finished [took 40.0810s]
12/01/24 13:21:32| INFO m3w_sld_lr_te finished [took 33.6051s]
12/01/24 13:21:33| INFO mul_sld_lr_tm finished [took 41.1337s]
12/01/24 13:21:33| INFO m3w_sld_lr_tc finished [took 33.4103s]
12/01/24 13:21:35| INFO bin_sld_lr_te finished [took 39.1746s]
12/01/24 13:21:36| INFO bin_sld_lr_tc finished [took 37.6545s]
12/01/24 13:21:37| INFO mul_sld_lr_te finished [took 40.1193s]
12/01/24 13:21:38| INFO bin_sld_lr_a finished [took 37.8444s]
12/01/24 13:21:39| INFO mul_sld_lr_tc finished [took 39.8778s]
12/01/24 13:21:43| INFO ref finished [took 12.1057s]
12/01/24 13:21:49| INFO atc_mc finished [took 16.4205s]
12/01/24 13:21:52| INFO m3w_sld_lr_a finished [took 23.1979s]
12/01/24 13:21:52| INFO doc finished [took 18.6189s]
12/01/24 13:21:53| INFO mul_sld_lr_a finished [took 30.0450s]
12/01/24 13:21:53| INFO Dataset sample [0.7 0.3] of dataset imdb finished [took 97.5934s]
12/01/24 13:21:54| INFO Dataset sample [0.8 0.2] of dataset imdb started
12/01/24 13:22:25| INFO m3w_sld_lr_is finished [took 30.6550s]
12/01/24 13:22:26| INFO m3w_sld_lr finished [took 31.8157s]
12/01/24 13:22:26| INFO m3w_sld_lr_th finished [took 32.0053s]
12/01/24 13:22:39| INFO bin_sld_lr_is finished [took 44.6948s]
12/01/24 13:22:39| INFO bin_sld_lr_ti finished [took 44.8426s]
12/01/24 13:22:40| INFO bin_sld_lr finished [took 46.3266s]
12/01/24 13:22:41| INFO bin_sld_lr_th finished [took 46.4659s]
12/01/24 13:22:41| INFO mul_sld_lr_is finished [took 46.7362s]
12/01/24 13:22:42| INFO mul_sld_lr_ti finished [took 47.4109s]
12/01/24 13:22:45| INFO mul_sld_lr finished [took 50.7847s]
12/01/24 13:22:46| INFO mul_sld_lr_th finished [took 51.3250s]
12/01/24 13:22:56| INFO m3w_sld_lr_ti finished [took 31.3211s]
12/01/24 13:23:11| INFO m3w_sld_lr_tm finished [took 31.4216s]
12/01/24 13:23:13| INFO m3w_sld_lr_te finished [took 31.4107s]
12/01/24 13:23:13| INFO bin_sld_lr_tm finished [took 46.5348s]
12/01/24 13:23:14| INFO mul_sld_lr_tm finished [took 47.1829s]
12/01/24 13:23:17| INFO m3w_sld_lr_tc finished [took 31.4256s]
12/01/24 13:23:23| INFO bin_sld_lr_te finished [took 43.0873s]
12/01/24 13:23:28| INFO bin_sld_lr_tc finished [took 46.3698s]
12/01/24 13:23:28| INFO mul_sld_lr_te finished [took 47.1414s]
12/01/24 13:23:28| INFO mul_sld_lr_tc finished [took 46.0800s]
12/01/24 13:23:28| INFO ref finished [took 15.0990s]
12/01/24 13:23:29| INFO bin_sld_lr_a finished [took 43.4234s]
12/01/24 13:23:33| INFO atc_mc finished [took 19.6268s]
12/01/24 13:23:36| INFO mul_sld_lr_a finished [took 38.7820s]
12/01/24 13:23:36| INFO m3w_sld_lr_a finished [took 24.5968s]
12/01/24 13:23:36| INFO doc finished [took 21.4059s]
12/01/24 13:23:36| INFO Dataset sample [0.8 0.2] of dataset imdb finished [took 102.1482s]
12/01/24 13:23:36| INFO Dataset sample [0.9 0.1] of dataset imdb started
12/01/24 13:24:08| INFO m3w_sld_lr_is finished [took 31.5775s]
12/01/24 13:24:09| INFO m3w_sld_lr finished [took 32.4948s]
12/01/24 13:24:10| INFO m3w_sld_lr_th finished [took 33.4387s]
12/01/24 13:24:10| INFO mul_sld_lr_ti finished [took 33.5858s]
12/01/24 13:24:10| INFO mul_sld_lr_is finished [took 34.1836s]
12/01/24 13:24:21| INFO bin_sld_lr finished [took 44.8880s]
12/01/24 13:24:22| INFO bin_sld_lr_th finished [took 45.8339s]
12/01/24 13:24:23| INFO bin_sld_lr_is finished [took 46.8917s]
12/01/24 13:24:24| INFO bin_sld_lr_ti finished [took 47.5140s]
12/01/24 13:24:35| INFO mul_sld_lr finished [took 58.3763s]
12/01/24 13:24:35| INFO mul_sld_lr_th finished [took 58.4656s]
12/01/24 13:24:40| INFO m3w_sld_lr_ti finished [took 31.2017s]
12/01/24 13:24:42| INFO m3w_sld_lr_tm finished [took 31.9681s]
12/01/24 13:24:53| INFO m3w_sld_lr_te finished [took 29.9297s]
12/01/24 13:24:54| INFO mul_sld_lr_te finished [took 32.1089s]
12/01/24 13:24:56| INFO bin_sld_lr_tm finished [took 46.7555s]
12/01/24 13:24:57| INFO bin_sld_lr_te finished [took 46.4617s]
12/01/24 13:24:57| INFO mul_sld_lr_tc finished [took 33.1483s]
12/01/24 13:25:03| INFO mul_sld_lr_tm finished [took 52.9434s]
12/01/24 13:25:03| INFO m3w_sld_lr_tc finished [took 28.1598s]
12/01/24 13:25:09| INFO ref finished [took 16.3160s]
12/01/24 13:25:10| INFO m3w_sld_lr_a finished [took 27.5553s]
12/01/24 13:25:10| INFO bin_sld_lr_tc finished [took 46.8641s]
12/01/24 13:25:11| INFO atc_mc finished [took 16.7588s]
12/01/24 13:25:11| INFO mul_sld_lr_a finished [took 31.3051s]
12/01/24 13:25:14| INFO doc finished [took 18.1314s]
12/01/24 13:25:18| INFO bin_sld_lr_a finished [took 42.6633s]
12/01/24 13:25:18| INFO Dataset sample [0.9 0.1] of dataset imdb finished [took 102.2853s]
----------------------------------------------------------------------------------------------------
12/01/24 13:54:25| INFO dataset imdb [pool size: 10]
12/01/24 13:54:25| INFO Dataset sample [0.1 0.9] of dataset imdb started
12/01/24 13:55:00| INFO mul_sld_lr_ti finished [took 32.6051s]
12/01/24 13:55:00| INFO m3w_sld_lr_is finished [took 32.6422s]
12/01/24 13:55:01| INFO mul_sld_lr_is finished [took 34.0722s]
12/01/24 13:55:02| INFO m3w_sld_lr finished [took 34.5842s]
12/01/24 13:55:03| INFO mul_sld_lr_th finished [took 35.5912s]
12/01/24 13:55:03| INFO m3w_sld_lr_th finished [took 35.5420s]
12/01/24 13:55:06| INFO bin_sld_lr_th finished [took 38.8932s]
12/01/24 13:55:06| INFO bin_sld_lr finished [took 38.7281s]
12/01/24 13:55:07| INFO bin_sld_lr_ti finished [took 39.1042s]
12/01/24 13:55:07| INFO bin_sld_lr_is finished [took 40.0987s]
12/01/24 13:55:11| INFO mul_sld_lr finished [took 44.0084s]
12/01/24 13:55:32| INFO m3w_sld_lr_ti finished [took 31.3444s]
12/01/24 13:55:37| INFO mul_sld_lr_tm finished [took 34.9792s]
12/01/24 13:55:37| INFO m3w_sld_lr_tm finished [took 34.8051s]
12/01/24 13:55:37| INFO mul_sld_lr_te finished [took 33.7571s]
12/01/24 13:55:38| INFO bin_sld_lr_tm finished [took 37.9064s]
12/01/24 13:55:39| INFO m3w_sld_lr_te finished [took 32.4894s]
12/01/24 13:55:40| INFO m3w_sld_lr_tc finished [took 31.9448s]
12/01/24 13:55:41| INFO mul_sld_lr_tc finished [took 33.9500s]
12/01/24 13:55:41| INFO bin_sld_lr_te finished [took 37.9547s]
12/01/24 13:55:44| INFO bin_sld_lr_tc finished [took 37.9788s]
12/01/24 13:55:49| INFO bin_sld_lr_a finished [took 37.3647s]
12/01/24 13:55:55| INFO ref finished [took 16.4856s]
12/01/24 13:55:57| INFO atc_mc finished [took 16.5800s]
12/01/24 13:56:00| INFO mul_sld_lr_a finished [took 27.5673s]
12/01/24 13:56:01| INFO doc finished [took 19.2332s]
12/01/24 13:56:02| INFO m3w_sld_lr_a finished [took 24.7987s]
12/01/24 13:56:05| INFO m3w_sld_lr_at finished [took 26.0169s]
12/01/24 13:56:05| INFO mul_sld_lr_at finished [took 27.9285s]
12/01/24 13:56:08| INFO bin_sld_lr_at finished [took 30.5676s]
12/01/24 13:56:08| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 103.0587s]
12/01/24 13:56:08| INFO Dataset sample [0.2 0.8] of dataset imdb started
12/01/24 13:56:41| INFO m3w_sld_lr_is finished [took 31.5767s]
12/01/24 13:56:41| INFO m3w_sld_lr finished [took 32.0913s]
12/01/24 13:56:42| INFO m3w_sld_lr_th finished [took 32.6243s]
12/01/24 13:56:43| INFO mul_sld_lr_is finished [took 34.5130s]
12/01/24 13:56:47| INFO mul_sld_lr_ti finished [took 37.9954s]
12/01/24 13:56:48| INFO mul_sld_lr_th finished [took 38.9676s]
12/01/24 13:56:49| INFO bin_sld_lr finished [took 40.4304s]
12/01/24 13:56:49| INFO mul_sld_lr finished [took 40.3708s]
12/01/24 13:56:50| INFO bin_sld_lr_ti finished [took 40.5233s]
12/01/24 13:56:52| INFO bin_sld_lr_th finished [took 42.6837s]
12/01/24 13:56:52| INFO bin_sld_lr_is finished [took 42.7274s]
12/01/24 13:57:13| INFO m3w_sld_lr_ti finished [took 31.7693s]
12/01/24 13:57:16| INFO m3w_sld_lr_tm finished [took 32.2293s]
12/01/24 13:57:18| INFO mul_sld_lr_tm finished [took 36.2847s]
12/01/24 13:57:21| INFO m3w_sld_lr_te finished [took 31.5012s]
12/01/24 13:57:24| INFO m3w_sld_lr_tc finished [took 31.9439s]
12/01/24 13:57:24| INFO bin_sld_lr_tm finished [took 42.9348s]
12/01/24 13:57:26| INFO mul_sld_lr_te finished [took 38.0513s]
12/01/24 13:57:28| INFO mul_sld_lr_tc finished [took 37.5201s]
12/01/24 13:57:30| INFO bin_sld_lr_te finished [took 43.1587s]
12/01/24 13:57:33| INFO bin_sld_lr_a finished [took 40.8112s]
12/01/24 13:57:33| INFO bin_sld_lr_tc finished [took 43.5898s]
12/01/24 13:57:37| INFO ref finished [took 12.2810s]
12/01/24 13:57:44| INFO mul_sld_lr_a finished [took 30.5651s]
12/01/24 13:57:46| INFO m3w_sld_lr_a finished [took 29.2655s]
12/01/24 13:57:47| INFO atc_mc finished [took 20.2934s]
12/01/24 13:57:47| INFO m3w_sld_lr_at finished [took 22.7570s]
12/01/24 13:57:48| INFO doc finished [took 19.5998s]
12/01/24 13:57:50| INFO mul_sld_lr_at finished [took 28.3565s]
12/01/24 13:57:51| INFO bin_sld_lr_at finished [took 31.7179s]
12/01/24 13:57:51| INFO Dataset sample [0.2 0.8] of dataset imdb finished [took 102.5863s]
12/01/24 13:57:51| INFO Dataset sample [0.3 0.7] of dataset imdb started
12/01/24 13:58:17| INFO m3w_sld_lr_th finished [took 25.9600s]
12/01/24 13:58:24| INFO m3w_sld_lr_is finished [took 32.6366s]
12/01/24 13:58:24| INFO m3w_sld_lr finished [took 32.8010s]
12/01/24 13:58:29| INFO bin_sld_lr_is finished [took 37.1773s]
12/01/24 13:58:29| INFO bin_sld_lr_ti finished [took 37.2559s]
12/01/24 13:58:29| INFO bin_sld_lr finished [took 37.5695s]
12/01/24 13:58:29| INFO bin_sld_lr_th finished [took 37.9191s]
12/01/24 13:58:31| INFO mul_sld_lr_is finished [took 39.0956s]
12/01/24 13:58:31| INFO mul_sld_lr_th finished [took 39.3655s]
12/01/24 13:58:31| INFO mul_sld_lr finished [took 39.3239s]
12/01/24 13:58:31| INFO mul_sld_lr_ti finished [took 39.9274s]
12/01/24 13:58:48| INFO m3w_sld_lr_ti finished [took 30.1809s]
12/01/24 13:58:55| INFO bin_sld_lr_tm finished [took 30.4365s]
12/01/24 13:59:01| INFO m3w_sld_lr_tm finished [took 32.1151s]
12/01/24 13:59:02| INFO m3w_sld_lr_te finished [took 31.9556s]
12/01/24 13:59:03| INFO mul_sld_lr_tm finished [took 37.9985s]
12/01/24 13:59:04| INFO m3w_sld_lr_tc finished [took 32.6513s]
12/01/24 13:59:07| INFO bin_sld_lr_te finished [took 37.2324s]
12/01/24 13:59:09| INFO mul_sld_lr_te finished [took 39.2277s]
12/01/24 13:59:09| INFO bin_sld_lr_tc finished [took 38.1549s]
12/01/24 13:59:09| INFO bin_sld_lr_a finished [took 37.4708s]
12/01/24 13:59:10| INFO mul_sld_lr_tc finished [took 38.4194s]
12/01/24 13:59:17| INFO ref finished [took 12.5813s]
12/01/24 13:59:22| INFO m3w_sld_lr_a finished [took 26.1884s]
12/01/24 13:59:22| INFO mul_sld_lr_a finished [took 33.8857s]
12/01/24 13:59:25| INFO atc_mc finished [took 17.6716s]
12/01/24 13:59:26| INFO m3w_sld_lr_at finished [took 22.8795s]
12/01/24 13:59:26| INFO doc finished [took 17.0037s]
12/01/24 13:59:27| INFO bin_sld_lr_at finished [took 25.7985s]
12/01/24 13:59:32| INFO mul_sld_lr_at finished [took 29.4580s]
12/01/24 13:59:32| INFO Dataset sample [0.3 0.7] of dataset imdb finished [took 101.2371s]
12/01/24 13:59:32| INFO Dataset sample [0.4 0.6] of dataset imdb started
12/01/24 14:00:02| INFO bin_sld_lr_is finished [took 29.3831s]
12/01/24 14:00:04| INFO m3w_sld_lr finished [took 31.1751s]
12/01/24 14:00:05| INFO m3w_sld_lr_is finished [took 32.3575s]
12/01/24 14:00:05| INFO m3w_sld_lr_th finished [took 32.6662s]
12/01/24 14:00:08| INFO bin_sld_lr finished [took 35.5517s]
12/01/24 14:00:08| INFO bin_sld_lr_ti finished [took 35.4735s]
12/01/24 14:00:09| INFO bin_sld_lr_th finished [took 36.3879s]
12/01/24 14:00:11| INFO mul_sld_lr finished [took 38.2510s]
12/01/24 14:00:11| INFO mul_sld_lr_ti finished [took 38.2463s]
12/01/24 14:00:12| INFO mul_sld_lr_is finished [took 39.7267s]
12/01/24 14:00:13| INFO mul_sld_lr_th finished [took 40.4612s]
12/01/24 14:00:29| INFO m3w_sld_lr_ti finished [took 26.5118s]
12/01/24 14:00:38| INFO m3w_sld_lr_tm finished [took 32.4431s]
12/01/24 14:00:40| INFO bin_sld_lr_tm finished [took 35.4314s]
12/01/24 14:00:41| INFO m3w_sld_lr_te finished [took 32.0807s]
12/01/24 14:00:44| INFO mul_sld_lr_tm finished [took 38.3889s]
12/01/24 14:00:45| INFO m3w_sld_lr_tc finished [took 32.1340s]
12/01/24 14:00:45| INFO bin_sld_lr_te finished [took 36.3804s]
12/01/24 14:00:48| INFO mul_sld_lr_te finished [took 39.3374s]
12/01/24 14:00:49| INFO bin_sld_lr_tc finished [took 37.5796s]
12/01/24 14:00:50| INFO mul_sld_lr_tc finished [took 39.1002s]
12/01/24 14:00:51| INFO bin_sld_lr_a finished [took 37.1172s]
12/01/24 14:01:01| INFO ref finished [took 16.1973s]
12/01/24 14:01:03| INFO mul_sld_lr_a finished [took 33.5199s]
12/01/24 14:01:04| INFO m3w_sld_lr_a finished [took 25.7822s]
12/01/24 14:01:06| INFO atc_mc finished [took 20.7055s]
12/01/24 14:01:07| INFO bin_sld_lr_at finished [took 26.7580s]
12/01/24 14:01:07| INFO doc finished [took 18.4914s]
12/01/24 14:01:07| INFO m3w_sld_lr_at finished [took 22.8216s]
12/01/24 14:01:13| INFO mul_sld_lr_at finished [took 30.9813s]
12/01/24 14:01:13| INFO Dataset sample [0.4 0.6] of dataset imdb finished [took 100.9093s]
12/01/24 14:01:13| INFO Dataset sample [0.5 0.5] of dataset imdb started
12/01/24 14:01:42| INFO m3w_sld_lr_is finished [took 28.7594s]
12/01/24 14:01:43| INFO bin_sld_lr_is finished [took 29.4635s]
12/01/24 14:01:46| INFO m3w_sld_lr_th finished [took 31.9173s]
12/01/24 14:01:46| INFO m3w_sld_lr finished [took 32.0796s]
12/01/24 14:01:49| INFO bin_sld_lr_ti finished [took 35.5872s]
12/01/24 14:01:49| INFO bin_sld_lr finished [took 35.7847s]
12/01/24 14:01:50| INFO bin_sld_lr_th finished [took 36.3038s]
12/01/24 14:01:53| INFO mul_sld_lr_ti finished [took 39.4323s]
12/01/24 14:01:54| INFO mul_sld_lr finished [took 40.0710s]
12/01/24 14:01:54| INFO mul_sld_lr_is finished [took 39.8868s]
12/01/24 14:01:54| INFO mul_sld_lr_th finished [took 40.2669s]
12/01/24 14:02:15| INFO m3w_sld_lr_ti finished [took 32.2396s]
12/01/24 14:02:18| INFO m3w_sld_lr_tm finished [took 31.5406s]
12/01/24 14:02:18| INFO bin_sld_lr_tm finished [took 33.9605s]
12/01/24 14:02:21| INFO m3w_sld_lr_te finished [took 30.7371s]
12/01/24 14:02:25| INFO mul_sld_lr_tc finished [took 30.9658s]
12/01/24 14:02:26| INFO mul_sld_lr_tm finished [took 39.6569s]
12/01/24 14:02:26| INFO m3w_sld_lr_tc finished [took 32.0542s]
12/01/24 14:02:27| INFO bin_sld_lr_te finished [took 37.2012s]
12/01/24 14:02:27| INFO mul_sld_lr_te finished [took 37.0555s]
12/01/24 14:02:28| INFO bin_sld_lr_tc finished [took 35.0112s]
12/01/24 14:02:31| INFO bin_sld_lr_a finished [took 36.4502s]
12/01/24 14:02:42| INFO ref finished [took 15.9742s]
12/01/24 14:02:44| INFO bin_sld_lr_at finished [took 25.9910s]
12/01/24 14:02:45| INFO mul_sld_lr_a finished [took 29.7963s]
12/01/24 14:02:46| INFO doc finished [took 18.8627s]
12/01/24 14:02:46| INFO m3w_sld_lr_at finished [took 20.8812s]
12/01/24 14:02:47| INFO atc_mc finished [took 20.2499s]
12/01/24 14:02:47| INFO m3w_sld_lr_a finished [took 29.2726s]
12/01/24 14:02:52| INFO mul_sld_lr_at finished [took 30.4978s]
12/01/24 14:02:52| INFO Dataset sample [0.5 0.5] of dataset imdb finished [took 99.3605s]
12/01/24 14:02:52| INFO Dataset sample [0.6 0.4] of dataset imdb started
12/01/24 14:03:26| INFO m3w_sld_lr_th finished [took 32.7547s]
12/01/24 14:03:26| INFO m3w_sld_lr finished [took 33.0370s]
12/01/24 14:03:26| INFO m3w_sld_lr_is finished [took 33.1383s]
12/01/24 14:03:30| INFO bin_sld_lr_ti finished [took 37.0857s]
12/01/24 14:03:31| INFO bin_sld_lr_is finished [took 37.6851s]
12/01/24 14:03:31| INFO bin_sld_lr finished [took 38.3436s]
12/01/24 14:03:32| INFO bin_sld_lr_th finished [took 39.0554s]
12/01/24 14:03:35| INFO mul_sld_lr_ti finished [took 41.7414s]
12/01/24 14:03:35| INFO mul_sld_lr finished [took 42.0714s]
12/01/24 14:03:35| INFO mul_sld_lr_is finished [took 41.9967s]
12/01/24 14:03:36| INFO mul_sld_lr_th finished [took 42.6579s]
12/01/24 14:03:59| INFO m3w_sld_lr_ti finished [took 32.6541s]
12/01/24 14:04:04| INFO m3w_sld_lr_tm finished [took 33.2267s]
12/01/24 14:04:05| INFO bin_sld_lr_tm finished [took 38.6266s]
12/01/24 14:04:07| INFO m3w_sld_lr_te finished [took 33.7515s]
12/01/24 14:04:09| INFO bin_sld_lr_te finished [took 37.7260s]
12/01/24 14:04:09| INFO m3w_sld_lr_tc finished [took 33.1709s]
12/01/24 14:04:09| INFO mul_sld_lr_tm finished [took 42.4924s]
12/01/24 14:04:12| INFO bin_sld_lr_tc finished [took 37.2908s]
12/01/24 14:04:13| INFO bin_sld_lr_a finished [took 36.3124s]
12/01/24 14:04:13| INFO mul_sld_lr_te finished [took 40.9004s]
12/01/24 14:04:16| INFO mul_sld_lr_tc finished [took 40.0390s]
12/01/24 14:04:23| INFO ref finished [took 13.9034s]
12/01/24 14:04:27| INFO atc_mc finished [took 16.6694s]
12/01/24 14:04:34| INFO doc finished [took 20.8080s]
12/01/24 14:04:34| INFO bin_sld_lr_at finished [took 28.2607s]
12/01/24 14:04:35| INFO m3w_sld_lr_a finished [took 30.7048s]
12/01/24 14:04:36| INFO m3w_sld_lr_at finished [took 26.0839s]
12/01/24 14:04:36| INFO mul_sld_lr_at finished [took 29.0205s]
12/01/24 14:04:37| INFO mul_sld_lr_a finished [took 37.3391s]
12/01/24 14:04:37| INFO Dataset sample [0.6 0.4] of dataset imdb finished [took 104.4067s]
12/01/24 14:04:37| INFO Dataset sample [0.7 0.3] of dataset imdb started
12/01/24 14:05:10| INFO m3w_sld_lr finished [took 32.5879s]
12/01/24 14:05:11| INFO m3w_sld_lr_th finished [took 32.9009s]
12/01/24 14:05:12| INFO m3w_sld_lr_is finished [took 33.9524s]
12/01/24 14:05:16| INFO bin_sld_lr_is finished [took 38.1585s]
12/01/24 14:05:17| INFO bin_sld_lr_ti finished [took 38.8143s]
12/01/24 14:05:17| INFO bin_sld_lr finished [took 39.6185s]
12/01/24 14:05:17| INFO mul_sld_lr_ti finished [took 39.4382s]
12/01/24 14:05:19| INFO bin_sld_lr_th finished [took 40.5093s]
12/01/24 14:05:19| INFO mul_sld_lr_is finished [took 41.0638s]
12/01/24 14:05:20| INFO mul_sld_lr finished [took 42.2227s]
12/01/24 14:05:20| INFO mul_sld_lr_th finished [took 42.1879s]
12/01/24 14:05:44| INFO m3w_sld_lr_ti finished [took 33.3025s]
12/01/24 14:05:49| INFO m3w_sld_lr_tm finished [took 32.2845s]
12/01/24 14:05:52| INFO m3w_sld_lr_te finished [took 33.7405s]
12/01/24 14:05:52| INFO m3w_sld_lr_tc finished [took 31.5423s]
12/01/24 14:05:52| INFO bin_sld_lr_tm finished [took 40.9809s]
12/01/24 14:05:53| INFO mul_sld_lr_tm finished [took 40.1567s]
12/01/24 14:05:57| INFO bin_sld_lr_te finished [took 39.9640s]
12/01/24 14:05:59| INFO bin_sld_lr_tc finished [took 39.0936s]
12/01/24 14:05:59| INFO mul_sld_lr_te finished [took 41.1099s]
12/01/24 14:06:00| INFO bin_sld_lr_a finished [took 39.2764s]
12/01/24 14:06:01| INFO mul_sld_lr_tc finished [took 41.1338s]
12/01/24 14:06:09| INFO ref finished [took 15.2953s]
12/01/24 14:06:14| INFO atc_mc finished [took 16.5384s]
12/01/24 14:06:15| INFO m3w_sld_lr_a finished [took 25.0715s]
12/01/24 14:06:18| INFO mul_sld_lr_a finished [took 32.6517s]
12/01/24 14:06:20| INFO doc finished [took 21.1831s]
12/01/24 14:06:20| INFO m3w_sld_lr_at finished [took 27.1491s]
12/01/24 14:06:22| INFO bin_sld_lr_at finished [took 29.8702s]
12/01/24 14:06:24| INFO mul_sld_lr_at finished [took 30.6715s]
12/01/24 14:06:24| INFO Dataset sample [0.7 0.3] of dataset imdb finished [took 107.1743s]
12/01/24 14:06:24| INFO Dataset sample [0.8 0.2] of dataset imdb started
12/01/24 14:06:55| INFO m3w_sld_lr_is finished [took 30.4193s]
12/01/24 14:06:57| INFO m3w_sld_lr finished [took 32.4663s]
12/01/24 14:06:57| INFO m3w_sld_lr_th finished [took 32.3399s]
12/01/24 14:07:10| INFO bin_sld_lr_is finished [took 45.4300s]
12/01/24 14:07:10| INFO bin_sld_lr_ti finished [took 45.7124s]
12/01/24 14:07:11| INFO mul_sld_lr_ti finished [took 46.4231s]
12/01/24 14:07:12| INFO mul_sld_lr_is finished [took 47.3200s]
12/01/24 14:07:12| INFO bin_sld_lr finished [took 47.7415s]
12/01/24 14:07:13| INFO bin_sld_lr_th finished [took 48.1151s]
12/01/24 14:07:14| INFO mul_sld_lr finished [took 49.5924s]
12/01/24 14:07:16| INFO mul_sld_lr_th finished [took 51.4574s]
12/01/24 14:07:25| INFO m3w_sld_lr_ti finished [took 29.2507s]
12/01/24 14:07:42| INFO m3w_sld_lr_tm finished [took 31.5615s]
12/01/24 14:07:43| INFO bin_sld_lr_tm finished [took 45.5563s]
12/01/24 14:07:44| INFO m3w_sld_lr_te finished [took 31.3561s]
12/01/24 14:07:45| INFO mul_sld_lr_tm finished [took 47.2133s]
12/01/24 14:07:47| INFO m3w_sld_lr_tc finished [took 32.1226s]
12/01/24 14:07:58| INFO bin_sld_lr_tc finished [took 45.5950s]
12/01/24 14:07:58| INFO bin_sld_lr_te finished [took 47.5104s]
12/01/24 14:08:00| INFO mul_sld_lr_te finished [took 48.9717s]
12/01/24 14:08:01| INFO mul_sld_lr_tc finished [took 47.3286s]
12/01/24 14:08:02| INFO bin_sld_lr_a finished [took 45.4703s]
12/01/24 14:08:04| INFO ref finished [took 16.3614s]
12/01/24 14:08:06| INFO mul_sld_lr_a finished [took 41.3760s]
12/01/24 14:08:10| INFO m3w_sld_lr_a finished [took 27.8702s]
12/01/24 14:08:12| INFO m3w_sld_lr_at finished [took 27.3729s]
12/01/24 14:08:16| INFO atc_mc finished [took 17.0836s]
12/01/24 14:08:18| INFO doc finished [took 19.1988s]
12/01/24 14:08:19| INFO bin_sld_lr_at finished [took 35.2990s]
12/01/24 14:08:20| INFO mul_sld_lr_at finished [took 35.5950s]
12/01/24 14:08:20| INFO Dataset sample [0.8 0.2] of dataset imdb finished [took 116.0596s]
12/01/24 14:08:20| INFO Dataset sample [0.9 0.1] of dataset imdb started
12/01/24 14:08:52| INFO m3w_sld_lr_is finished [took 31.1362s]
12/01/24 14:08:53| INFO mul_sld_lr_is finished [took 32.3802s]
12/01/24 14:08:53| INFO m3w_sld_lr finished [took 32.4720s]
12/01/24 14:08:54| INFO m3w_sld_lr_th finished [took 33.5214s]
12/01/24 14:08:55| INFO mul_sld_lr_ti finished [took 34.2592s]
12/01/24 14:09:07| INFO bin_sld_lr_th finished [took 46.5961s]
12/01/24 14:09:08| INFO bin_sld_lr finished [took 47.4041s]
12/01/24 14:09:09| INFO bin_sld_lr_ti finished [took 47.8456s]
12/01/24 14:09:09| INFO bin_sld_lr_is finished [took 47.9119s]
12/01/24 14:09:18| INFO mul_sld_lr finished [took 57.4213s]
12/01/24 14:09:19| INFO mul_sld_lr_th finished [took 58.2840s]
12/01/24 14:09:23| INFO m3w_sld_lr_ti finished [took 30.9785s]
12/01/24 14:09:27| INFO m3w_sld_lr_tm finished [took 32.5251s]
12/01/24 14:09:39| INFO bin_sld_lr_tm finished [took 45.7257s]
12/01/24 14:09:40| INFO m3w_sld_lr_te finished [took 31.9575s]
12/01/24 14:09:41| INFO mul_sld_lr_te finished [took 32.9214s]
12/01/24 14:09:41| INFO bin_sld_lr_te finished [took 45.6975s]
12/01/24 14:09:42| INFO mul_sld_lr_tc finished [took 32.8095s]
12/01/24 14:09:47| INFO mul_sld_lr_tm finished [took 53.0352s]
12/01/24 14:09:50| INFO m3w_sld_lr_tc finished [took 31.4015s]
12/01/24 14:09:55| INFO bin_sld_lr_tc finished [took 46.2966s]
12/01/24 14:09:57| INFO mul_sld_lr_a finished [took 33.0368s]
12/01/24 14:09:58| INFO m3w_sld_lr_a finished [took 30.6696s]
12/01/24 14:09:58| INFO ref finished [took 16.8894s]
12/01/24 14:10:02| INFO bin_sld_lr_a finished [took 42.4643s]
12/01/24 14:10:03| INFO atc_mc finished [took 20.2838s]
12/01/24 14:10:06| INFO m3w_sld_lr_at finished [took 25.2456s]
12/01/24 14:10:07| INFO mul_sld_lr_at finished [took 26.6260s]
12/01/24 14:10:08| INFO doc finished [took 21.2915s]
12/01/24 14:10:14| INFO bin_sld_lr_at finished [took 34.6977s]
12/01/24 14:10:14| INFO Dataset sample [0.9 0.1] of dataset imdb finished [took 114.1813s]
----------------------------------------------------------------------------------------------------
12/01/24 16:26:28| INFO dataset rcv1_CCAT [pool size: 10]
12/01/24 16:26:28| INFO Dataset sample [0.1 0.9] of dataset rcv1_CCAT started
12/01/24 16:27:30| INFO m3w_sld_lr finished [took 58.7863s]
12/01/24 16:27:34| INFO m3w_sld_lr_th finished [took 62.8463s]
12/01/24 16:27:35| INFO m3w_sld_lr_is finished [took 64.0481s]
12/01/24 16:27:43| INFO mul_sld_lr_is finished [took 72.0379s]
12/01/24 16:27:46| INFO mul_sld_lr_ti finished [took 74.7314s]
12/01/24 16:27:48| INFO mul_sld_lr_th finished [took 76.4565s]
12/01/24 16:27:49| INFO bin_sld_lr_is finished [took 78.5258s]
12/01/24 16:27:55| INFO bin_sld_lr finished [took 83.7595s]
12/01/24 16:27:57| INFO bin_sld_lr_ti finished [took 86.1345s]
12/01/24 16:27:59| INFO bin_sld_lr_th finished [took 88.1295s]
12/01/24 16:28:00| INFO mul_sld_lr finished [took 88.8574s]
12/01/24 16:28:36| INFO m3w_sld_lr_ti finished [took 65.4532s]
12/01/24 16:28:48| INFO mul_sld_lr_tm finished [took 72.4085s]
12/01/24 16:28:49| INFO m3w_sld_lr_tm finished [took 65.2334s]
12/01/24 16:28:55| INFO m3w_sld_lr_te finished [took 65.3773s]
12/01/24 16:28:59| INFO bin_sld_lr_tm finished [took 84.2909s]
12/01/24 16:29:01| INFO mul_sld_lr_te finished [took 73.2065s]
12/01/24 16:29:09| INFO m3w_sld_lr_tc finished [took 68.7919s]
12/01/24 16:29:11| INFO mul_sld_lr_tc finished [took 73.3866s]
12/01/24 16:29:14| INFO bin_sld_lr_te finished [took 87.6658s]
12/01/24 16:29:21| INFO bin_sld_lr_tc finished [took 86.2455s]
12/01/24 16:29:25| INFO bin_sld_lr_a finished [took 84.6550s]
12/01/24 16:29:45| INFO mul_sld_lr_a finished [took 68.6639s]
12/01/24 16:29:49| INFO ref finished [took 47.5458s]
12/01/24 16:29:50| INFO m3w_sld_lr_a finished [took 61.3950s]
12/01/24 16:29:54| INFO atc_mc finished [took 44.5913s]
12/01/24 16:29:56| INFO m3w_sld_lr_at finished [took 57.0436s]
12/01/24 16:29:59| INFO mul_sld_lr_at finished [took 63.5941s]
12/01/24 16:30:00| INFO bin_sld_lr_at finished [took 70.5393s]
12/01/24 16:30:01| INFO doc finished [took 49.6707s]
12/01/24 16:30:01| INFO Dataset sample [0.1 0.9] of dataset rcv1_CCAT finished [took 213.2385s]
12/01/24 16:30:01| INFO Dataset sample [0.2 0.8] of dataset rcv1_CCAT started
12/01/24 16:31:11| INFO m3w_sld_lr finished [took 68.4811s]
12/01/24 16:31:13| INFO m3w_sld_lr_is finished [took 69.6243s]
12/01/24 16:31:14| INFO m3w_sld_lr_th finished [took 71.2374s]
12/01/24 16:31:24| INFO mul_sld_lr_is finished [took 80.6656s]
12/01/24 16:31:25| INFO mul_sld_lr finished [took 82.2810s]
12/01/24 16:31:26| INFO mul_sld_lr_th finished [took 82.5099s]
12/01/24 16:31:27| INFO mul_sld_lr_ti finished [took 84.2665s]
12/01/24 16:31:28| INFO bin_sld_lr_th finished [took 84.8710s]
12/01/24 16:31:28| INFO bin_sld_lr_is finished [took 85.1718s]
12/01/24 16:31:29| INFO bin_sld_lr_ti finished [took 85.6537s]
12/01/24 16:31:30| INFO bin_sld_lr finished [took 87.2507s]
12/01/24 16:32:14| INFO m3w_sld_lr_ti finished [took 61.8770s]
12/01/24 16:32:28| INFO m3w_sld_lr_tm finished [took 63.7942s]
12/01/24 16:32:29| INFO bin_sld_lr_tm finished [took 76.0281s]
12/01/24 16:32:30| INFO mul_sld_lr_tm finished [took 74.7013s]
12/01/24 16:32:32| INFO m3w_sld_lr_te finished [took 64.2949s]
12/01/24 16:32:33| INFO m3w_sld_lr_tc finished [took 64.0392s]
12/01/24 16:32:39| INFO mul_sld_lr_tc finished [took 70.4003s]
12/01/24 16:32:42| INFO mul_sld_lr_te finished [took 75.8095s]
12/01/24 16:32:45| INFO bin_sld_lr_te finished [took 79.6265s]
12/01/24 16:32:46| INFO bin_sld_lr_tc finished [took 77.2820s]
12/01/24 16:32:47| INFO bin_sld_lr_a finished [took 76.4057s]
12/01/24 16:33:12| INFO ref finished [took 38.3977s]
12/01/24 16:33:18| INFO m3w_sld_lr_a finished [took 49.4268s]
12/01/24 16:33:21| INFO atc_mc finished [took 41.3821s]
12/01/24 16:33:25| INFO doc finished [took 42.7512s]
12/01/24 16:33:27| INFO mul_sld_lr_a finished [took 72.4035s]
12/01/24 16:33:28| INFO m3w_sld_lr_at finished [took 55.1293s]
12/01/24 16:33:33| INFO mul_sld_lr_at finished [took 63.2322s]
12/01/24 16:33:35| INFO bin_sld_lr_at finished [took 64.7207s]
12/01/24 16:33:35| INFO Dataset sample [0.2 0.8] of dataset rcv1_CCAT finished [took 213.3272s]
12/01/24 16:33:35| INFO Dataset sample [0.3 0.7] of dataset rcv1_CCAT started
12/01/24 16:34:42| INFO m3w_sld_lr_is finished [took 66.3975s]
12/01/24 16:34:43| INFO m3w_sld_lr finished [took 66.4986s]
12/01/24 16:34:43| INFO m3w_sld_lr_th finished [took 66.7697s]
12/01/24 16:34:50| INFO bin_sld_lr_th finished [took 73.7735s]
12/01/24 16:34:51| INFO bin_sld_lr_is finished [took 74.3665s]
12/01/24 16:34:53| INFO bin_sld_lr_ti finished [took 76.8253s]
12/01/24 16:34:54| INFO mul_sld_lr_ti finished [took 77.4063s]
12/01/24 16:34:54| INFO mul_sld_lr_is finished [took 77.5252s]
12/01/24 16:34:55| INFO bin_sld_lr finished [took 78.3215s]
12/01/24 16:34:55| INFO mul_sld_lr finished [took 78.8260s]
12/01/24 16:34:56| INFO mul_sld_lr_th finished [took 79.1879s]
12/01/24 16:35:49| INFO m3w_sld_lr_ti finished [took 66.5021s]
12/01/24 16:35:54| INFO m3w_sld_lr_tm finished [took 64.1601s]
12/01/24 16:35:58| INFO m3w_sld_lr_te finished [took 63.3027s]
12/01/24 16:36:00| INFO bin_sld_lr_tm finished [took 77.0046s]
12/01/24 16:36:00| INFO m3w_sld_lr_tc finished [took 64.5459s]
12/01/24 16:36:01| INFO mul_sld_lr_tm finished [took 77.0431s]
12/01/24 16:36:06| INFO bin_sld_lr_te finished [took 74.2803s]
12/01/24 16:36:07| INFO bin_sld_lr_a finished [took 70.7854s]
12/01/24 16:36:10| INFO mul_sld_lr_tc finished [took 75.0789s]
12/01/24 16:36:11| INFO bin_sld_lr_tc finished [took 76.3768s]
12/01/24 16:36:12| INFO mul_sld_lr_te finished [took 78.3872s]
12/01/24 16:36:45| INFO atc_mc finished [took 39.2836s]
12/01/24 16:36:48| INFO ref finished [took 46.7198s]
12/01/24 16:36:49| INFO doc finished [took 41.8594s]
12/01/24 16:36:53| INFO bin_sld_lr_at finished [took 55.4541s]
12/01/24 16:36:55| INFO m3w_sld_lr_at finished [took 54.1088s]
12/01/24 16:36:55| INFO m3w_sld_lr_a finished [took 60.3449s]
12/01/24 16:36:57| INFO mul_sld_lr_at finished [took 56.2807s]
12/01/24 16:36:57| INFO mul_sld_lr_a finished [took 67.5853s]
12/01/24 16:36:58| INFO Dataset sample [0.3 0.7] of dataset rcv1_CCAT finished [took 202.9299s]
12/01/24 16:36:58| INFO Dataset sample [0.4 0.6] of dataset rcv1_CCAT started
12/01/24 16:38:03| INFO m3w_sld_lr_is finished [took 64.0710s]
12/01/24 16:38:05| INFO m3w_sld_lr_th finished [took 66.6286s]
12/01/24 16:38:06| INFO m3w_sld_lr finished [took 66.7090s]
12/01/24 16:38:12| INFO bin_sld_lr_is finished [took 72.6729s]
12/01/24 16:38:14| INFO bin_sld_lr finished [took 74.9987s]
12/01/24 16:38:15| INFO bin_sld_lr_th finished [took 76.6262s]
12/01/24 16:38:16| INFO mul_sld_lr_th finished [took 77.4051s]
12/01/24 16:38:16| INFO mul_sld_lr_ti finished [took 77.4395s]
12/01/24 16:38:17| INFO bin_sld_lr_ti finished [took 78.4073s]
12/01/24 16:38:18| INFO mul_sld_lr_is finished [took 79.1535s]
12/01/24 16:38:18| INFO mul_sld_lr finished [took 79.1944s]
12/01/24 16:39:09| INFO m3w_sld_lr_ti finished [took 65.5236s]
12/01/24 16:39:15| INFO bin_sld_lr_tm finished [took 69.8025s]
12/01/24 16:39:19| INFO m3w_sld_lr_tm finished [took 66.9746s]
12/01/24 16:39:21| INFO m3w_sld_lr_te finished [took 63.8493s]
12/01/24 16:39:22| INFO m3w_sld_lr_tc finished [took 63.7902s]
12/01/24 16:39:27| INFO mul_sld_lr_tm finished [took 80.8630s]
12/01/24 16:39:29| INFO bin_sld_lr_te finished [took 74.5156s]
12/01/24 16:39:29| INFO bin_sld_lr_tc finished [took 72.4950s]
12/01/24 16:39:31| INFO bin_sld_lr_a finished [took 71.8503s]
12/01/24 16:39:33| INFO mul_sld_lr_te finished [took 77.5552s]
12/01/24 16:39:34| INFO mul_sld_lr_tc finished [took 76.3085s]
12/01/24 16:40:10| INFO m3w_sld_lr_a finished [took 54.0287s]
12/01/24 16:40:12| INFO m3w_sld_lr_at finished [took 48.8256s]
12/01/24 16:40:13| INFO bin_sld_lr_at finished [took 53.2592s]
12/01/24 16:40:13| INFO doc finished [took 43.3861s]
12/01/24 16:40:14| INFO ref finished [took 46.2332s]
12/01/24 16:40:18| INFO atc_mc finished [took 48.9894s]
12/01/24 16:40:19| INFO mul_sld_lr_a finished [took 69.9192s]
12/01/24 16:40:19| INFO mul_sld_lr_at finished [took 58.4052s]
12/01/24 16:40:19| INFO Dataset sample [0.4 0.6] of dataset rcv1_CCAT finished [took 201.7689s]
12/01/24 16:40:20| INFO Dataset sample [0.5 0.5] of dataset rcv1_CCAT started
12/01/24 16:41:28| INFO m3w_sld_lr_th finished [took 67.2416s]
12/01/24 16:41:28| INFO m3w_sld_lr_is finished [took 67.2410s]
12/01/24 16:41:30| INFO m3w_sld_lr finished [took 68.7059s]
12/01/24 16:41:34| INFO bin_sld_lr_is finished [took 73.8865s]
12/01/24 16:41:37| INFO bin_sld_lr finished [took 75.8036s]
12/01/24 16:41:38| INFO bin_sld_lr_ti finished [took 76.8771s]
12/01/24 16:41:40| INFO mul_sld_lr finished [took 79.1753s]
12/01/24 16:41:40| INFO mul_sld_lr_ti finished [took 79.2720s]
12/01/24 16:41:41| INFO mul_sld_lr_is finished [took 80.3559s]
12/01/24 16:41:41| INFO bin_sld_lr_th finished [took 80.3816s]
12/01/24 16:41:42| INFO mul_sld_lr_th finished [took 80.9806s]
12/01/24 16:42:35| INFO m3w_sld_lr_ti finished [took 66.5353s]
12/01/24 16:42:38| INFO m3w_sld_lr_tm finished [took 63.5388s]
12/01/24 16:42:40| INFO bin_sld_lr_tm finished [took 71.9072s]
12/01/24 16:42:47| INFO m3w_sld_lr_te finished [took 66.9005s]
12/01/24 16:42:48| INFO m3w_sld_lr_tc finished [took 65.8058s]
12/01/24 16:42:50| INFO bin_sld_lr_te finished [took 72.5563s]
12/01/24 16:42:51| INFO mul_sld_lr_tm finished [took 80.6333s]
12/01/24 16:42:55| INFO bin_sld_lr_a finished [took 72.5382s]
12/01/24 16:42:56| INFO mul_sld_lr_te finished [took 77.4105s]
12/01/24 16:42:56| INFO bin_sld_lr_tc finished [took 75.0245s]
12/01/24 16:42:59| INFO mul_sld_lr_tc finished [took 77.0214s]
12/01/24 16:43:32| INFO ref finished [took 41.6047s]
12/01/24 16:43:33| INFO m3w_sld_lr_a finished [took 54.3361s]
12/01/24 16:43:35| INFO bin_sld_lr_at finished [took 54.3334s]
12/01/24 16:43:36| INFO doc finished [took 40.9773s]
12/01/24 16:43:39| INFO atc_mc finished [took 47.4027s]
12/01/24 16:43:42| INFO m3w_sld_lr_at finished [took 54.0798s]
12/01/24 16:43:44| INFO mul_sld_lr_a finished [took 68.9658s]
12/01/24 16:43:52| INFO mul_sld_lr_at finished [took 63.9241s]
12/01/24 16:43:52| INFO Dataset sample [0.5 0.5] of dataset rcv1_CCAT finished [took 212.4317s]
12/01/24 16:43:52| INFO Dataset sample [0.6 0.4] of dataset rcv1_CCAT started
12/01/24 16:45:01| INFO m3w_sld_lr_is finished [took 67.7149s]
12/01/24 16:45:01| INFO m3w_sld_lr finished [took 68.2712s]
12/01/24 16:45:02| INFO m3w_sld_lr_th finished [took 68.9075s]
12/01/24 16:45:07| INFO bin_sld_lr_is finished [took 74.8236s]
12/01/24 16:45:08| INFO bin_sld_lr finished [took 75.7914s]
12/01/24 16:45:09| INFO bin_sld_lr_ti finished [took 75.5818s]
12/01/24 16:45:11| INFO mul_sld_lr_is finished [took 77.9811s]
12/01/24 16:45:11| INFO mul_sld_lr_ti finished [took 78.2925s]
12/01/24 16:45:11| INFO mul_sld_lr finished [took 78.6496s]
12/01/24 16:45:12| INFO bin_sld_lr_th finished [took 78.9037s]
12/01/24 16:45:12| INFO mul_sld_lr_th finished [took 78.8430s]
12/01/24 16:46:07| INFO m3w_sld_lr_ti finished [took 66.5462s]
12/01/24 16:46:14| INFO m3w_sld_lr_tm finished [took 66.4771s]
12/01/24 16:46:15| INFO bin_sld_lr_tm finished [took 73.9373s]
12/01/24 16:46:17| INFO m3w_sld_lr_te finished [took 66.3722s]
12/01/24 16:46:18| INFO mul_sld_lr_tm finished [took 75.8826s]
12/01/24 16:46:20| INFO m3w_sld_lr_tc finished [took 67.5792s]
12/01/24 16:46:23| INFO mul_sld_lr_te finished [took 74.2802s]
12/01/24 16:46:23| INFO bin_sld_lr_tc finished [took 71.6166s]
12/01/24 16:46:24| INFO bin_sld_lr_te finished [took 75.2989s]
12/01/24 16:46:25| INFO bin_sld_lr_a finished [took 72.9313s]
12/01/24 16:46:26| INFO mul_sld_lr_tc finished [took 73.7002s]
12/01/24 16:47:03| INFO m3w_sld_lr_a finished [took 48.2318s]
12/01/24 16:47:06| INFO atc_mc finished [took 42.3756s]
12/01/24 16:47:07| INFO m3w_sld_lr_at finished [took 49.4732s]
12/01/24 16:47:08| INFO ref finished [took 47.3342s]
12/01/24 16:47:10| INFO mul_sld_lr_at finished [took 52.7372s]
12/01/24 16:47:13| INFO doc finished [took 49.0568s]
12/01/24 16:47:13| INFO mul_sld_lr_a finished [took 65.4045s]
12/01/24 16:47:14| INFO bin_sld_lr_at finished [took 58.7559s]
12/01/24 16:47:14| INFO Dataset sample [0.6 0.4] of dataset rcv1_CCAT finished [took 202.4663s]
12/01/24 16:47:14| INFO Dataset sample [0.7 0.3] of dataset rcv1_CCAT started
12/01/24 16:48:20| INFO m3w_sld_lr finished [took 64.3473s]
12/01/24 16:48:22| INFO m3w_sld_lr_is finished [took 65.8895s]
12/01/24 16:48:23| INFO m3w_sld_lr_th finished [took 66.8217s]
12/01/24 16:48:29| INFO bin_sld_lr_ti finished [took 72.8703s]
12/01/24 16:48:29| INFO bin_sld_lr_is finished [took 73.6260s]
12/01/24 16:48:31| INFO bin_sld_lr finished [took 74.4681s]
12/01/24 16:48:31| INFO mul_sld_lr_ti finished [took 74.4756s]
12/01/24 16:48:31| INFO bin_sld_lr_th finished [took 74.9229s]
12/01/24 16:48:32| INFO mul_sld_lr finished [took 75.5452s]
12/01/24 16:48:32| INFO mul_sld_lr_is finished [took 75.9732s]
12/01/24 16:48:34| INFO mul_sld_lr_th finished [took 77.3967s]
12/01/24 16:49:26| INFO m3w_sld_lr_ti finished [took 65.1190s]
12/01/24 16:49:33| INFO m3w_sld_lr_tm finished [took 63.7889s]
12/01/24 16:49:35| INFO bin_sld_lr_tm finished [took 72.1616s]
12/01/24 16:49:35| INFO m3w_sld_lr_te finished [took 63.6824s]
12/01/24 16:49:38| INFO m3w_sld_lr_tc finished [took 64.7936s]
12/01/24 16:49:41| INFO mul_sld_lr_tm finished [took 77.8411s]
12/01/24 16:49:42| INFO bin_sld_lr_te finished [took 72.0266s]
12/01/24 16:49:43| INFO bin_sld_lr_tc finished [took 70.9898s]
12/01/24 16:49:43| INFO mul_sld_lr_te finished [took 71.5457s]
12/01/24 16:49:45| INFO bin_sld_lr_a finished [took 70.3449s]
12/01/24 16:49:47| INFO mul_sld_lr_tc finished [took 74.4512s]
12/01/24 16:50:21| INFO atc_mc finished [took 38.9148s]
12/01/24 16:50:27| INFO doc finished [took 43.7225s]
12/01/24 16:50:27| INFO ref finished [took 45.2180s]
12/01/24 16:50:28| INFO mul_sld_lr_a finished [took 61.0947s]
12/01/24 16:50:28| INFO m3w_sld_lr_a finished [took 54.5990s]
12/01/24 16:50:32| INFO mul_sld_lr_at finished [took 56.2881s]
12/01/24 16:50:33| INFO m3w_sld_lr_at finished [took 54.3628s]
12/01/24 16:50:38| INFO bin_sld_lr_at finished [took 63.1770s]
12/01/24 16:50:39| INFO Dataset sample [0.7 0.3] of dataset rcv1_CCAT finished [took 204.1804s]
12/01/24 16:50:39| INFO Dataset sample [0.8 0.2] of dataset rcv1_CCAT started
12/01/24 16:51:42| INFO m3w_sld_lr_is finished [took 62.1736s]
12/01/24 16:51:45| INFO m3w_sld_lr_th finished [took 64.7943s]
12/01/24 16:51:47| INFO m3w_sld_lr finished [took 67.2317s]
12/01/24 16:51:54| INFO mul_sld_lr_is finished [took 73.5749s]
12/01/24 16:51:54| INFO bin_sld_lr_ti finished [took 74.5241s]
12/01/24 16:51:55| INFO bin_sld_lr_is finished [took 75.0526s]
12/01/24 16:51:55| INFO mul_sld_lr_ti finished [took 75.3070s]
12/01/24 16:51:56| INFO bin_sld_lr finished [took 75.7397s]
12/01/24 16:51:58| INFO bin_sld_lr_th finished [took 78.2494s]
12/01/24 16:51:58| INFO mul_sld_lr_th finished [took 78.2640s]
12/01/24 16:52:00| INFO mul_sld_lr finished [took 79.6524s]
12/01/24 16:52:47| INFO m3w_sld_lr_ti finished [took 64.4124s]
12/01/24 16:53:00| INFO bin_sld_lr_tm finished [took 74.5091s]
12/01/24 16:53:00| INFO m3w_sld_lr_tm finished [took 66.0661s]
12/01/24 16:53:01| INFO m3w_sld_lr_te finished [took 65.3184s]
12/01/24 16:53:02| INFO m3w_sld_lr_tc finished [took 63.4913s]
12/01/24 16:53:04| INFO mul_sld_lr_tm finished [took 76.7710s]
12/01/24 16:53:08| INFO bin_sld_lr_te finished [took 73.2160s]
12/01/24 16:53:10| INFO mul_sld_lr_te finished [took 74.4778s]
12/01/24 16:53:10| INFO bin_sld_lr_tc finished [took 73.8424s]
12/01/24 16:53:12| INFO mul_sld_lr_tc finished [took 72.6845s]
12/01/24 16:53:12| INFO bin_sld_lr_a finished [took 72.0488s]
12/01/24 16:53:47| INFO m3w_sld_lr_at finished [took 44.5296s]
12/01/24 16:53:50| INFO atc_mc finished [took 41.0708s]
12/01/24 16:53:51| INFO ref finished [took 46.0312s]
12/01/24 16:53:52| INFO doc finished [took 41.4323s]
12/01/24 16:53:53| INFO mul_sld_lr_a finished [took 66.1184s]
12/01/24 16:53:56| INFO bin_sld_lr_at finished [took 54.9936s]
12/01/24 16:53:57| INFO m3w_sld_lr_a finished [took 56.4934s]
12/01/24 16:54:03| INFO mul_sld_lr_at finished [took 61.3920s]
12/01/24 16:54:03| INFO Dataset sample [0.8 0.2] of dataset rcv1_CCAT finished [took 204.7269s]
12/01/24 16:54:03| INFO Dataset sample [0.9 0.1] of dataset rcv1_CCAT started
12/01/24 16:55:09| INFO m3w_sld_lr finished [took 64.4925s]
12/01/24 16:55:11| INFO m3w_sld_lr_is finished [took 66.2764s]
12/01/24 16:55:12| INFO m3w_sld_lr_th finished [took 67.2808s]
12/01/24 16:55:14| INFO mul_sld_lr_is finished [took 68.9665s]
12/01/24 16:55:16| INFO mul_sld_lr_ti finished [took 71.2034s]
12/01/24 16:55:20| INFO bin_sld_lr_ti finished [took 75.7675s]
12/01/24 16:55:20| INFO bin_sld_lr_is finished [took 76.1897s]
12/01/24 16:55:20| INFO bin_sld_lr finished [took 76.0061s]
12/01/24 16:55:25| INFO bin_sld_lr_th finished [took 80.5549s]
12/01/24 16:55:36| INFO mul_sld_lr finished [took 91.0980s]
12/01/24 16:55:39| INFO mul_sld_lr_th finished [took 94.2350s]
12/01/24 16:56:11| INFO m3w_sld_lr_ti finished [took 62.0773s]
12/01/24 16:56:12| INFO m3w_sld_lr_tm finished [took 57.7530s]
12/01/24 16:56:24| INFO bin_sld_lr_tm finished [took 73.1674s]
12/01/24 16:56:24| INFO m3w_sld_lr_te finished [took 63.1945s]
12/01/24 16:56:28| INFO mul_sld_lr_te finished [took 67.5012s]
12/01/24 16:56:30| INFO mul_sld_lr_tm finished [took 78.1702s]
12/01/24 16:56:35| INFO bin_sld_lr_te finished [took 78.2930s]
12/01/24 16:56:35| INFO mul_sld_lr_tc finished [took 69.4119s]
12/01/24 16:56:35| INFO m3w_sld_lr_tc finished [took 59.4172s]
12/01/24 16:56:36| INFO bin_sld_lr_tc finished [took 74.8228s]
12/01/24 16:56:49| INFO bin_sld_lr_a finished [took 69.5990s]
12/01/24 16:57:10| INFO m3w_sld_lr_a finished [took 57.8358s]
12/01/24 16:57:10| INFO mul_sld_lr_a finished [took 58.4729s]
12/01/24 16:57:16| INFO ref finished [took 45.3498s]
12/01/24 16:57:17| INFO atc_mc finished [took 42.0059s]
12/01/24 16:57:17| INFO mul_sld_lr_at finished [took 52.9287s]
12/01/24 16:57:20| INFO doc finished [took 44.6916s]
12/01/24 16:57:22| INFO m3w_sld_lr_at finished [took 53.6057s]
12/01/24 16:57:25| INFO bin_sld_lr_at finished [took 60.4144s]
12/01/24 16:57:25| INFO Dataset sample [0.9 0.1] of dataset rcv1_CCAT finished [took 201.6537s]
----------------------------------------------------------------------------------------------------
12/01/24 17:49:33| INFO dataset imdb [pool size: 10]
12/01/24 17:49:33| INFO Dataset sample [0.1 0.9] of dataset imdb started
12/01/24 17:50:07| INFO m3w_sld_lr finished [took 31.9012s]
12/01/24 17:50:07| INFO m3w_sld_lr_is finished [took 31.9881s]
12/01/24 17:50:07| INFO mul_sld_lr_ti finished [took 32.1654s]
12/01/24 17:50:08| INFO m3w_sld_lr_th finished [took 32.5007s]
12/01/24 17:50:08| INFO bin_sld_lr_th finished [took 32.6344s]
12/01/24 17:50:08| INFO mul_sld_lr_is finished [took 32.9884s]
12/01/24 17:50:09| INFO mul_sld_lr_th finished [took 33.7234s]
12/01/24 17:50:13| INFO bin_sld_lr finished [took 38.2769s]
12/01/24 17:50:15| INFO bin_sld_lr_is finished [took 39.9870s]
12/01/24 17:50:15| INFO bin_sld_lr_ti finished [took 39.7749s]
12/01/24 17:50:19| INFO mul_sld_lr finished [took 44.3504s]
12/01/24 17:50:36| INFO m3w_sld_lr_ti finished [took 28.3532s]
12/01/24 17:50:38| INFO mul_sld_lr_tm finished [took 30.6571s]
12/01/24 17:50:40| INFO m3w_sld_lr_tm finished [took 31.9782s]
12/01/24 17:50:42| INFO m3w_sld_lr_te finished [took 32.1378s]
12/01/24 17:50:42| INFO mul_sld_lr_te finished [took 33.4162s]
12/01/24 17:50:45| INFO bin_sld_lr_tm finished [took 37.0185s]
12/01/24 17:50:45| INFO bin_sld_lr_te finished [took 37.0382s]
12/01/24 17:50:47| INFO m3w_sld_lr_tc finished [took 31.8200s]
12/01/24 17:50:48| INFO mul_sld_lr_tc finished [took 33.1057s]
12/01/24 17:50:52| INFO bin_sld_lr_tc finished [took 39.0054s]
12/01/24 17:50:57| INFO bin_sld_lr_a finished [took 37.6434s]
12/01/24 17:50:58| INFO ref finished [took 12.9646s]
12/01/24 17:51:01| INFO atc_mc finished [took 15.9152s]
12/01/24 17:51:06| INFO mul_sld_lr_a finished [took 29.6501s]
12/01/24 17:51:06| INFO m3w_sld_lr_a finished [took 27.3660s]
12/01/24 17:51:08| INFO m3w_sld_lr_at finished [took 25.8339s]
12/01/24 17:51:08| INFO doc finished [took 20.5304s]
12/01/24 17:51:09| INFO mul_sld_lr_at finished [took 26.5271s]
12/01/24 17:51:10| INFO bin_sld_lr_at finished [took 29.7213s]
12/01/24 17:51:10| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 97.5827s]
12/01/24 17:51:10| INFO Dataset sample [0.2 0.8] of dataset imdb started
12/01/24 17:51:41| INFO mul_sld_lr_th finished [took 29.8763s]
12/01/24 17:51:42| INFO m3w_sld_lr_is finished [took 31.2219s]
12/01/24 17:51:42| INFO m3w_sld_lr finished [took 31.3672s]
12/01/24 17:51:43| INFO m3w_sld_lr_th finished [took 31.5684s]
12/01/24 17:51:47| INFO mul_sld_lr_is finished [took 36.0372s]
12/01/24 17:51:51| INFO mul_sld_lr finished [took 39.6487s]
12/01/24 17:51:51| INFO mul_sld_lr_ti finished [took 39.8270s]
12/01/24 17:51:53| INFO bin_sld_lr finished [took 41.6170s]
12/01/24 17:51:53| INFO bin_sld_lr_ti finished [took 41.6585s]
12/01/24 17:51:54| INFO bin_sld_lr_is finished [took 42.9994s]
12/01/24 17:51:54| INFO bin_sld_lr_th finished [took 43.1764s]
12/01/24 17:52:11| INFO m3w_sld_lr_ti finished [took 29.2313s]
12/01/24 17:52:14| INFO m3w_sld_lr_tm finished [took 30.3945s]
12/01/24 17:52:20| INFO mul_sld_lr_tm finished [took 36.6196s]
12/01/24 17:52:22| INFO mul_sld_lr_te finished [took 30.6077s]
12/01/24 17:52:22| INFO m3w_sld_lr_te finished [took 31.0212s]
12/01/24 17:52:26| INFO m3w_sld_lr_tc finished [took 30.9922s]
12/01/24 17:52:26| INFO bin_sld_lr_tm finished [took 42.9214s]
12/01/24 17:52:30| INFO mul_sld_lr_tc finished [took 36.5804s]
12/01/24 17:52:32| INFO bin_sld_lr_te finished [took 44.0112s]
12/01/24 17:52:32| INFO bin_sld_lr_tc finished [took 39.2541s]
12/01/24 17:52:37| INFO bin_sld_lr_a finished [took 42.4544s]
12/01/24 17:52:41| INFO m3w_sld_lr_a finished [took 26.4552s]
12/01/24 17:52:42| INFO ref finished [took 15.7516s]
12/01/24 17:52:42| INFO mul_sld_lr_a finished [took 31.0559s]
12/01/24 17:52:43| INFO atc_mc finished [took 16.4871s]
12/01/24 17:52:48| INFO m3w_sld_lr_at finished [took 25.5973s]
12/01/24 17:52:51| INFO doc finished [took 20.6097s]
12/01/24 17:52:51| INFO mul_sld_lr_at finished [took 29.0853s]
12/01/24 17:52:52| INFO bin_sld_lr_at finished [took 32.1724s]
12/01/24 17:52:52| INFO Dataset sample [0.2 0.8] of dataset imdb finished [took 101.9107s]
12/01/24 17:52:52| INFO Dataset sample [0.3 0.7] of dataset imdb started
12/01/24 17:53:25| INFO bin_sld_lr_is finished [took 32.2088s]
12/01/24 17:53:26| INFO m3w_sld_lr_th finished [took 32.4890s]
12/01/24 17:53:26| INFO m3w_sld_lr finished [took 32.9178s]
12/01/24 17:53:26| INFO m3w_sld_lr_is finished [took 33.2329s]
12/01/24 17:53:28| INFO mul_sld_lr finished [took 34.8792s]
12/01/24 17:53:29| INFO bin_sld_lr_ti finished [took 36.4469s]
12/01/24 17:53:30| INFO bin_sld_lr finished [took 37.0762s]
12/01/24 17:53:31| INFO bin_sld_lr_th finished [took 38.0281s]
12/01/24 17:53:32| INFO mul_sld_lr_th finished [took 39.2427s]
12/01/24 17:53:32| INFO mul_sld_lr_ti finished [took 39.1098s]
12/01/24 17:53:33| INFO mul_sld_lr_is finished [took 39.3271s]
12/01/24 17:53:56| INFO m3w_sld_lr_te finished [took 25.2009s]
12/01/24 17:53:57| INFO m3w_sld_lr_ti finished [took 31.9220s]
12/01/24 17:53:59| INFO m3w_sld_lr_tm finished [took 31.9733s]
12/01/24 17:54:03| INFO bin_sld_lr_tm finished [took 37.2629s]
12/01/24 17:54:04| INFO mul_sld_lr_tm finished [took 37.4082s]
12/01/24 17:54:05| INFO m3w_sld_lr_tc finished [took 31.9331s]
12/01/24 17:54:07| INFO bin_sld_lr_te finished [took 38.0791s]
12/01/24 17:54:07| INFO mul_sld_lr_te finished [took 37.4154s]
12/01/24 17:54:10| INFO bin_sld_lr_tc finished [took 37.8191s]
12/01/24 17:54:10| INFO bin_sld_lr_a finished [took 37.1455s]
12/01/24 17:54:10| INFO mul_sld_lr_tc finished [took 37.6589s]
12/01/24 17:54:18| INFO ref finished [took 12.7988s]
12/01/24 17:54:22| INFO atc_mc finished [took 15.0704s]
12/01/24 17:54:25| INFO m3w_sld_lr_a finished [took 27.0957s]
12/01/24 17:54:26| INFO bin_sld_lr_at finished [took 26.9551s]
12/01/24 17:54:26| INFO doc finished [took 18.7217s]
12/01/24 17:54:28| INFO mul_sld_lr_a finished [took 31.5785s]
12/01/24 17:54:29| INFO m3w_sld_lr_at finished [took 24.6549s]
12/01/24 17:54:33| INFO mul_sld_lr_at finished [took 29.3694s]
12/01/24 17:54:33| INFO Dataset sample [0.3 0.7] of dataset imdb finished [took 101.0454s]
12/01/24 17:54:33| INFO Dataset sample [0.4 0.6] of dataset imdb started
12/01/24 17:55:05| INFO m3w_sld_lr finished [took 31.1770s]
12/01/24 17:55:06| INFO m3w_sld_lr_is finished [took 31.9371s]
12/01/24 17:55:06| INFO m3w_sld_lr_th finished [took 32.1158s]
12/01/24 17:55:07| INFO bin_sld_lr_ti finished [took 33.0054s]
12/01/24 17:55:08| INFO bin_sld_lr finished [took 34.4960s]
12/01/24 17:55:09| INFO bin_sld_lr_is finished [took 34.8001s]
12/01/24 17:55:10| INFO bin_sld_lr_th finished [took 36.4448s]
12/01/24 17:55:12| INFO mul_sld_lr_ti finished [took 37.8263s]
12/01/24 17:55:14| INFO mul_sld_lr_is finished [took 39.7922s]
12/01/24 17:55:14| INFO mul_sld_lr finished [took 40.3196s]
12/01/24 17:55:15| INFO mul_sld_lr_th finished [took 40.4768s]
12/01/24 17:55:37| INFO m3w_sld_lr_ti finished [took 31.8282s]
12/01/24 17:55:38| INFO bin_sld_lr_tm finished [took 31.8798s]
12/01/24 17:55:38| INFO m3w_sld_lr_tm finished [took 30.9159s]
12/01/24 17:55:43| INFO m3w_sld_lr_te finished [took 32.3070s]
12/01/24 17:55:44| INFO mul_sld_lr_tm finished [took 37.6803s]
12/01/24 17:55:45| INFO bin_sld_lr_te finished [took 36.2182s]
12/01/24 17:55:46| INFO mul_sld_lr_te finished [took 37.3771s]
12/01/24 17:55:48| INFO m3w_sld_lr_tc finished [took 32.9753s]
12/01/24 17:55:48| INFO bin_sld_lr_tc finished [took 36.2856s]
12/01/24 17:55:50| INFO bin_sld_lr_a finished [took 35.3406s]
12/01/24 17:55:50| INFO mul_sld_lr_tc finished [took 36.1776s]
12/01/24 17:56:01| INFO ref finished [took 16.1026s]
12/01/24 17:56:04| INFO m3w_sld_lr_a finished [took 25.5798s]
12/01/24 17:56:06| INFO atc_mc finished [took 18.9459s]
12/01/24 17:56:06| INFO mul_sld_lr_a finished [took 28.3575s]
12/01/24 17:56:06| INFO doc finished [took 18.4178s]
12/01/24 17:56:07| INFO m3w_sld_lr_at finished [took 22.3506s]
12/01/24 17:56:09| INFO bin_sld_lr_at finished [took 30.9161s]
12/01/24 17:56:14| INFO mul_sld_lr_at finished [took 30.5613s]
12/01/24 17:56:14| INFO Dataset sample [0.4 0.6] of dataset imdb finished [took 100.6623s]
12/01/24 17:56:14| INFO Dataset sample [0.5 0.5] of dataset imdb started
12/01/24 17:56:44| INFO bin_sld_lr_th finished [took 28.9577s]
12/01/24 17:56:47| INFO m3w_sld_lr finished [took 32.4406s]
12/01/24 17:56:47| INFO bin_sld_lr_is finished [took 32.3788s]
12/01/24 17:56:47| INFO m3w_sld_lr_th finished [took 32.4451s]
12/01/24 17:56:47| INFO m3w_sld_lr_is finished [took 32.7528s]
12/01/24 17:56:50| INFO bin_sld_lr finished [took 35.2515s]
12/01/24 17:56:51| INFO bin_sld_lr_ti finished [took 35.8800s]
12/01/24 17:56:55| INFO mul_sld_lr finished [took 39.9316s]
12/01/24 17:56:55| INFO mul_sld_lr_is finished [took 40.0718s]
12/01/24 17:56:56| INFO mul_sld_lr_ti finished [took 40.9488s]
12/01/24 17:56:56| INFO mul_sld_lr_th finished [took 40.8606s]
12/01/24 17:57:15| INFO m3w_sld_lr_ti finished [took 31.1837s]
12/01/24 17:57:20| INFO m3w_sld_lr_tm finished [took 31.8078s]
12/01/24 17:57:21| INFO bin_sld_lr_tm finished [took 32.9769s]
12/01/24 17:57:21| INFO m3w_sld_lr_tc finished [took 25.0875s]
12/01/24 17:57:23| INFO m3w_sld_lr_te finished [took 31.8065s]
12/01/24 17:57:24| INFO bin_sld_lr_te finished [took 35.7182s]
12/01/24 17:57:27| INFO mul_sld_lr_tm finished [took 39.1933s]
12/01/24 17:57:30| INFO mul_sld_lr_te finished [took 39.9757s]
12/01/24 17:57:31| INFO bin_sld_lr_tc finished [took 35.6869s]
12/01/24 17:57:31| INFO bin_sld_lr_a finished [took 34.8615s]
12/01/24 17:57:34| INFO mul_sld_lr_tc finished [took 39.0932s]
12/01/24 17:57:38| INFO ref finished [took 14.2676s]
12/01/24 17:57:43| INFO atc_mc finished [took 15.7322s]
12/01/24 17:57:46| INFO m3w_sld_lr_a finished [took 25.8246s]
12/01/24 17:57:47| INFO bin_sld_lr_at finished [took 25.7850s]
12/01/24 17:57:49| INFO mul_sld_lr_a finished [took 32.8869s]
12/01/24 17:57:49| INFO m3w_sld_lr_at finished [took 25.4700s]
12/01/24 17:57:51| INFO doc finished [took 20.2117s]
12/01/24 17:57:52| INFO mul_sld_lr_at finished [took 29.9015s]
12/01/24 17:57:52| INFO Dataset sample [0.5 0.5] of dataset imdb finished [took 97.6559s]
12/01/24 17:57:52| INFO Dataset sample [0.6 0.4] of dataset imdb started
12/01/24 17:58:21| INFO m3w_sld_lr finished [took 28.6066s]
12/01/24 17:58:24| INFO m3w_sld_lr_th finished [took 31.9928s]
12/01/24 17:58:25| INFO m3w_sld_lr_is finished [took 32.3684s]
12/01/24 17:58:27| INFO bin_sld_lr_th finished [took 34.2481s]
12/01/24 17:58:29| INFO bin_sld_lr_ti finished [took 36.1232s]
12/01/24 17:58:29| INFO mul_sld_lr finished [took 36.7835s]
12/01/24 17:58:29| INFO bin_sld_lr finished [took 37.0212s]
12/01/24 17:58:30| INFO bin_sld_lr_is finished [took 37.1215s]
12/01/24 17:58:33| INFO mul_sld_lr_is finished [took 40.3227s]
12/01/24 17:58:34| INFO mul_sld_lr_ti finished [took 41.2393s]
12/01/24 17:58:34| INFO mul_sld_lr_th finished [took 41.3131s]
12/01/24 17:58:54| INFO m3w_sld_lr_ti finished [took 32.7174s]
12/01/24 17:58:57| INFO bin_sld_lr_tm finished [took 32.4827s]
12/01/24 17:58:58| INFO m3w_sld_lr_tm finished [took 30.7739s]
12/01/24 17:59:02| INFO m3w_sld_lr_te finished [took 31.8606s]
12/01/24 17:59:05| INFO m3w_sld_lr_tc finished [took 30.5845s]
12/01/24 17:59:05| INFO mul_sld_lr_tm finished [took 39.7825s]
12/01/24 17:59:06| INFO bin_sld_lr_te finished [took 36.5096s]
12/01/24 17:59:07| INFO bin_sld_lr_tc finished [took 36.7742s]
12/01/24 17:59:09| INFO mul_sld_lr_te finished [took 39.3538s]
12/01/24 17:59:10| INFO bin_sld_lr_a finished [took 36.1424s]
12/01/24 17:59:12| INFO mul_sld_lr_tc finished [took 39.2355s]
12/01/24 17:59:21| INFO atc_mc finished [took 15.2348s]
12/01/24 17:59:22| INFO ref finished [took 16.2470s]
12/01/24 17:59:26| INFO m3w_sld_lr_a finished [took 28.2682s]
12/01/24 17:59:26| INFO doc finished [took 18.6835s]
12/01/24 17:59:28| INFO m3w_sld_lr_at finished [took 22.6308s]
12/01/24 17:59:28| INFO bin_sld_lr_at finished [took 30.2027s]
12/01/24 17:59:29| INFO mul_sld_lr_a finished [took 34.5584s]
12/01/24 17:59:31| INFO mul_sld_lr_at finished [took 28.7471s]
12/01/24 17:59:31| INFO Dataset sample [0.6 0.4] of dataset imdb finished [took 99.1843s]
12/01/24 17:59:31| INFO Dataset sample [0.7 0.3] of dataset imdb started
12/01/24 17:59:59| INFO m3w_sld_lr_is finished [took 27.2579s]
12/01/24 18:00:03| INFO m3w_sld_lr finished [took 31.4863s]
12/01/24 18:00:04| INFO m3w_sld_lr_th finished [took 31.6493s]
12/01/24 18:00:08| INFO bin_sld_lr_is finished [took 36.2331s]
12/01/24 18:00:09| INFO mul_sld_lr_ti finished [took 37.0479s]
12/01/24 18:00:09| INFO bin_sld_lr_ti finished [took 37.3478s]
12/01/24 18:00:11| INFO bin_sld_lr finished [took 39.1867s]
12/01/24 18:00:11| INFO bin_sld_lr_th finished [took 39.0917s]
12/01/24 18:00:12| INFO mul_sld_lr_is finished [took 39.9155s]
12/01/24 18:00:13| INFO mul_sld_lr_th finished [took 40.7098s]
12/01/24 18:00:14| INFO mul_sld_lr finished [took 41.9376s]
12/01/24 18:00:31| INFO m3w_sld_lr_ti finished [took 31.3782s]
12/01/24 18:00:39| INFO m3w_sld_lr_tm finished [took 30.3803s]
12/01/24 18:00:42| INFO bin_sld_lr_tm finished [took 38.4016s]
12/01/24 18:00:43| INFO mul_sld_lr_tm finished [took 38.9750s]
12/01/24 18:00:44| INFO bin_sld_lr_te finished [took 34.5352s]
12/01/24 18:00:44| INFO m3w_sld_lr_te finished [took 32.6497s]
12/01/24 18:00:46| INFO m3w_sld_lr_tc finished [took 32.5380s]
12/01/24 18:00:50| INFO mul_sld_lr_te finished [took 39.4434s]
12/01/24 18:00:50| INFO mul_sld_lr_tc finished [took 36.7825s]
12/01/24 18:00:50| INFO bin_sld_lr_tc finished [took 38.0110s]
12/01/24 18:00:51| INFO bin_sld_lr_a finished [took 36.0646s]
12/01/24 18:00:58| INFO ref finished [took 13.3536s]
12/01/24 18:01:03| INFO atc_mc finished [took 16.2460s]
12/01/24 18:01:04| INFO mul_sld_lr_a finished [took 32.2645s]
12/01/24 18:01:05| INFO m3w_sld_lr_a finished [took 25.3208s]
12/01/24 18:01:09| INFO bin_sld_lr_at finished [took 25.8177s]
12/01/24 18:01:09| INFO m3w_sld_lr_at finished [took 24.3069s]
12/01/24 18:01:11| INFO doc finished [took 20.8297s]
12/01/24 18:01:14| INFO mul_sld_lr_at finished [took 30.1027s]
12/01/24 18:01:14| INFO Dataset sample [0.7 0.3] of dataset imdb finished [took 103.0734s]
12/01/24 18:01:14| INFO Dataset sample [0.8 0.2] of dataset imdb started
12/01/24 18:01:41| INFO m3w_sld_lr_th finished [took 26.8060s]
12/01/24 18:01:46| INFO m3w_sld_lr finished [took 31.5123s]
12/01/24 18:01:46| INFO m3w_sld_lr_is finished [took 31.7770s]
12/01/24 18:01:57| INFO bin_sld_lr_ti finished [took 42.1472s]
12/01/24 18:01:59| INFO bin_sld_lr finished [took 43.9313s]
12/01/24 18:01:59| INFO mul_sld_lr_is finished [took 44.3952s]
12/01/24 18:01:59| INFO mul_sld_lr_ti finished [took 44.8079s]
12/01/24 18:02:01| INFO mul_sld_lr finished [took 46.3668s]
12/01/24 18:02:02| INFO mul_sld_lr_th finished [took 47.1761s]
12/01/24 18:02:03| INFO bin_sld_lr_is finished [took 47.8780s]
12/01/24 18:02:04| INFO bin_sld_lr_th finished [took 49.2008s]
12/01/24 18:02:12| INFO m3w_sld_lr_ti finished [took 29.8830s]
12/01/24 18:02:27| INFO m3w_sld_lr_tm finished [took 30.3314s]
12/01/24 18:02:29| INFO m3w_sld_lr_te finished [took 29.0927s]
12/01/24 18:02:31| INFO mul_sld_lr_tm finished [took 43.9826s]
12/01/24 18:02:31| INFO bin_sld_lr_tm finished [took 44.7372s]
12/01/24 18:02:34| INFO m3w_sld_lr_tc finished [took 30.4713s]
12/01/24 18:02:42| INFO mul_sld_lr_te finished [took 42.6345s]
12/01/24 18:02:43| INFO mul_sld_lr_tc finished [took 40.6073s]
12/01/24 18:02:45| INFO bin_sld_lr_te finished [took 46.1040s]
12/01/24 18:02:47| INFO bin_sld_lr_tc finished [took 45.6302s]
12/01/24 18:02:48| INFO bin_sld_lr_a finished [took 43.4196s]
12/01/24 18:02:49| INFO ref finished [took 15.3668s]
12/01/24 18:02:52| INFO mul_sld_lr_a finished [took 40.4937s]
12/01/24 18:02:55| INFO m3w_sld_lr_a finished [took 27.0334s]
12/01/24 18:02:58| INFO atc_mc finished [took 15.2526s]
12/01/24 18:02:59| INFO m3w_sld_lr_at finished [took 26.9721s]
12/01/24 18:03:01| INFO doc finished [took 18.2769s]
12/01/24 18:03:04| INFO bin_sld_lr_at finished [took 34.8036s]
12/01/24 18:03:05| INFO mul_sld_lr_at finished [took 33.7629s]
12/01/24 18:03:05| INFO Dataset sample [0.8 0.2] of dataset imdb finished [took 110.9623s]
12/01/24 18:03:05| INFO Dataset sample [0.9 0.1] of dataset imdb started
12/01/24 18:03:36| INFO m3w_sld_lr finished [took 30.1262s]
12/01/24 18:03:36| INFO m3w_sld_lr_is finished [took 30.5714s]
12/01/24 18:03:37| INFO mul_sld_lr_ti finished [took 31.2110s]
12/01/24 18:03:38| INFO m3w_sld_lr_th finished [took 32.2606s]
12/01/24 18:03:39| INFO mul_sld_lr_is finished [took 33.7114s]
12/01/24 18:03:50| INFO bin_sld_lr finished [took 44.9661s]
12/01/24 18:03:52| INFO bin_sld_lr_is finished [took 45.8586s]
12/01/24 18:03:52| INFO bin_sld_lr_th finished [took 46.8992s]
12/01/24 18:03:53| INFO bin_sld_lr_ti finished [took 46.8359s]
12/01/24 18:04:01| INFO mul_sld_lr_th finished [took 55.0789s]
12/01/24 18:04:02| INFO mul_sld_lr finished [took 56.9504s]
12/01/24 18:04:07| INFO m3w_sld_lr_ti finished [took 30.9299s]
12/01/24 18:04:10| INFO m3w_sld_lr_tm finished [took 31.3997s]
12/01/24 18:04:14| INFO bin_sld_lr_tm finished [took 37.5978s]
12/01/24 18:04:22| INFO m3w_sld_lr_te finished [took 30.0857s]
12/01/24 18:04:23| INFO mul_sld_lr_te finished [took 32.6438s]
12/01/24 18:04:25| INFO mul_sld_lr_tc finished [took 32.0871s]
12/01/24 18:04:27| INFO mul_sld_lr_tm finished [took 49.4393s]
12/01/24 18:04:27| INFO bin_sld_lr_te finished [took 47.3100s]
12/01/24 18:04:32| INFO m3w_sld_lr_tc finished [took 31.2763s]
12/01/24 18:04:38| INFO bin_sld_lr_tc finished [took 45.2754s]
12/01/24 18:04:38| INFO mul_sld_lr_a finished [took 31.1300s]
12/01/24 18:04:40| INFO m3w_sld_lr_a finished [took 29.8646s]
12/01/24 18:04:41| INFO ref finished [took 15.7951s]
12/01/24 18:04:44| INFO atc_mc finished [took 17.1998s]
12/01/24 18:04:45| INFO bin_sld_lr_a finished [took 41.8959s]
12/01/24 18:04:45| INFO mul_sld_lr_at finished [took 23.0623s]
12/01/24 18:04:49| INFO m3w_sld_lr_at finished [took 24.7678s]
12/01/24 18:04:49| INFO doc finished [took 22.0528s]
12/01/24 18:04:52| INFO bin_sld_lr_at finished [took 37.0991s]
12/01/24 18:04:52| INFO Dataset sample [0.9 0.1] of dataset imdb finished [took 106.6831s]
----------------------------------------------------------------------------------------------------
15/01/24 12:18:07| INFO dataset imdb [pool size: 10]
15/01/24 12:18:07| INFO Dataset sample [0.1 0.9] of dataset imdb started
15/01/24 12:18:41| INFO mul_sld_lr finished [took 32.4406s]
15/01/24 12:18:42| INFO m3w_sld_lr_c finished [took 32.4836s]
15/01/24 12:18:43| INFO mul_sld_lr_ne finished [took 33.9857s]
15/01/24 12:18:43| INFO m3w_sld_lr finished [took 33.5863s]
15/01/24 12:18:43| INFO m3w_sld_lr_mc finished [took 33.4668s]
15/01/24 12:18:44| INFO mul_sld_lr_c finished [took 34.8831s]
15/01/24 12:18:45| INFO mul_sld_lr_mc finished [took 35.5448s]
15/01/24 12:18:48| INFO bin_sld_lr_ne finished [took 38.3846s]
15/01/24 12:18:48| INFO bin_sld_lr_mc finished [took 38.4268s]
15/01/24 12:18:48| INFO bin_sld_lr finished [took 39.2909s]
15/01/24 12:18:48| INFO bin_sld_lr_c finished [took 39.3742s]
15/01/24 12:19:05| INFO ref finished [took 16.6867s]
15/01/24 12:19:05| INFO m3w_sld_lr_is finished [took 22.2586s]
15/01/24 12:19:06| INFO mul_sld_lr_is finished [took 23.0326s]
15/01/24 12:19:09| INFO atc_mc finished [took 20.6600s]
15/01/24 12:19:10| INFO m3w_sld_lr_ne finished [took 28.2212s]
15/01/24 12:19:12| INFO doc finished [took 23.2568s]
15/01/24 12:19:12| INFO m3w_sld_lr_a finished [took 26.9585s]
15/01/24 12:19:13| INFO mul_sld_lr_a finished [took 29.0238s]
15/01/24 12:19:14| INFO bin_sld_lr_is finished [took 32.0793s]
15/01/24 12:19:17| INFO bin_sld_lr_a finished [took 33.5406s]
15/01/24 12:19:33| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01292) [took 16.0592s]
15/01/24 12:19:56| INFO bin_sld_lr_gs finished [took 38.4922s]
15/01/24 12:22:34| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.02581) [took 158.3187s]
15/01/24 12:22:51| INFO mul_sld_lr_gs finished [took 175.3219s]
15/01/24 12:24:53| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00803) [took 120.9194s]
15/01/24 12:25:08| INFO m3w_sld_lr_gs finished [took 136.5126s]
15/01/24 12:25:08| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 421.5060s]
15/01/24 12:25:08| INFO Dataset sample [0.2 0.8] of dataset imdb started
15/01/24 12:25:38| INFO m3w_sld_lr_mc finished [took 28.5625s]
15/01/24 12:25:41| INFO m3w_sld_lr finished [took 31.5408s]
15/01/24 12:25:41| INFO m3w_sld_lr_c finished [took 32.0159s]
15/01/24 12:25:43| INFO mul_sld_lr_mc finished [took 33.5949s]
15/01/24 12:25:45| INFO mul_sld_lr_c finished [took 35.8828s]
15/01/24 12:25:47| INFO mul_sld_lr finished [took 37.9121s]
15/01/24 12:25:47| INFO mul_sld_lr_ne finished [took 38.1640s]
15/01/24 12:25:51| INFO bin_sld_lr finished [took 42.3710s]
15/01/24 12:25:52| INFO bin_sld_lr_mc finished [took 42.3071s]
15/01/24 12:25:52| INFO bin_sld_lr_c finished [took 42.3326s]
15/01/24 12:25:52| INFO bin_sld_lr_ne finished [took 43.2885s]
15/01/24 12:26:08| INFO ref finished [took 16.2909s]
15/01/24 12:26:08| INFO m3w_sld_lr_ne finished [took 30.2463s]
15/01/24 12:26:09| INFO mul_sld_lr_is finished [took 27.6550s]
15/01/24 12:26:12| INFO m3w_sld_lr_is finished [took 29.0026s]
15/01/24 12:26:13| INFO atc_mc finished [took 20.6745s]
15/01/24 12:26:14| INFO doc finished [took 22.0574s]
15/01/24 12:26:14| INFO m3w_sld_lr_a finished [took 26.8589s]
15/01/24 12:26:17| INFO mul_sld_lr_a finished [took 29.3227s]
15/01/24 12:26:17| INFO bin_sld_lr_is finished [took 36.3421s]
15/01/24 12:26:18| INFO bin_sld_lr_a finished [took 32.8744s]
15/01/24 12:27:14| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01099) [took 54.8731s]
15/01/24 12:27:37| INFO bin_sld_lr_gs finished [took 78.0800s]
15/01/24 12:30:29| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.00709) [took 171.1852s]
15/01/24 12:30:46| INFO mul_sld_lr_gs finished [took 187.9421s]
15/01/24 12:32:51| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.00803) [took 124.4554s]
15/01/24 12:33:07| INFO m3w_sld_lr_gs finished [took 140.2997s]
15/01/24 12:33:07| INFO Dataset sample [0.2 0.8] of dataset imdb finished [took 478.2466s]
15/01/24 12:33:07| INFO Dataset sample [0.3 0.7] of dataset imdb started
15/01/24 12:33:38| INFO m3w_sld_lr finished [took 30.6147s]
15/01/24 12:33:40| INFO m3w_sld_lr_mc finished [took 32.4733s]
15/01/24 12:33:40| INFO m3w_sld_lr_c finished [took 32.9151s]
15/01/24 12:33:41| INFO bin_sld_lr_mc finished [took 34.2174s]
15/01/24 12:33:43| INFO bin_sld_lr_ne finished [took 35.8933s]
15/01/24 12:33:44| INFO mul_sld_lr_ne finished [took 36.6033s]
15/01/24 12:33:45| INFO bin_sld_lr_c finished [took 37.3186s]
15/01/24 12:33:46| INFO bin_sld_lr finished [took 38.1425s]
15/01/24 12:33:47| INFO mul_sld_lr finished [took 39.1963s]
15/01/24 12:33:47| INFO mul_sld_lr_c finished [took 39.2060s]
15/01/24 12:33:47| INFO mul_sld_lr_mc finished [took 39.3318s]
15/01/24 12:34:03| INFO ref finished [took 16.9490s]
15/01/24 12:34:04| INFO m3w_sld_lr_is finished [took 22.5719s]
15/01/24 12:34:07| INFO m3w_sld_lr_a finished [took 22.2556s]
15/01/24 12:34:08| INFO atc_mc finished [took 21.0199s]
15/01/24 12:34:09| INFO m3w_sld_lr_ne finished [took 29.9463s]
15/01/24 12:34:11| INFO doc finished [took 23.6792s]
15/01/24 12:34:12| INFO bin_sld_lr_is finished [took 31.4491s]
15/01/24 12:34:14| INFO mul_sld_lr_is finished [took 32.6645s]
15/01/24 12:34:14| INFO bin_sld_lr_a finished [took 30.2445s]
15/01/24 12:34:16| INFO mul_sld_lr_a finished [took 31.4046s]
15/01/24 12:35:16| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.02137) [took 59.1774s]
15/01/24 12:35:31| INFO bin_sld_lr_gs finished [took 74.9174s]
15/01/24 12:38:27| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01115) [took 175.1250s]
15/01/24 12:38:46| INFO mul_sld_lr_gs finished [took 194.0340s]
15/01/24 12:40:52| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01139) [took 124.9647s]
15/01/24 12:41:08| INFO m3w_sld_lr_gs finished [took 140.9778s]
15/01/24 12:41:08| INFO Dataset sample [0.3 0.7] of dataset imdb finished [took 481.0196s]
15/01/24 12:41:08| INFO Dataset sample [0.4 0.6] of dataset imdb started
15/01/24 12:41:33| INFO m3w_sld_lr_mc finished [took 24.6103s]
15/01/24 12:41:40| INFO m3w_sld_lr finished [took 31.8665s]
15/01/24 12:41:41| INFO m3w_sld_lr_c finished [took 32.4308s]
15/01/24 12:41:44| INFO bin_sld_lr_c finished [took 36.0887s]
15/01/24 12:41:46| INFO bin_sld_lr finished [took 37.4476s]
15/01/24 12:41:46| INFO bin_sld_lr_mc finished [took 37.4961s]
15/01/24 12:41:47| INFO bin_sld_lr_ne finished [took 38.6756s]
15/01/24 12:41:48| INFO mul_sld_lr_c finished [took 39.3918s]
15/01/24 12:41:48| INFO mul_sld_lr_mc finished [took 39.7077s]
15/01/24 12:41:48| INFO mul_sld_lr_ne finished [took 39.7183s]
15/01/24 12:41:49| INFO mul_sld_lr finished [took 40.2801s]
15/01/24 12:42:00| INFO m3w_sld_lr_ne finished [took 26.8595s]
15/01/24 12:42:05| INFO ref finished [took 17.2062s]
15/01/24 12:42:08| INFO m3w_sld_lr_is finished [took 22.8930s]
15/01/24 12:42:08| INFO atc_mc finished [took 19.4480s]
15/01/24 12:42:10| INFO bin_sld_lr_is finished [took 29.6652s]
15/01/24 12:42:12| INFO doc finished [took 23.6817s]
15/01/24 12:42:12| INFO mul_sld_lr_is finished [took 31.0572s]
15/01/24 12:42:14| INFO m3w_sld_lr_a finished [took 26.3252s]
15/01/24 12:42:15| INFO bin_sld_lr_a finished [took 28.9352s]
15/01/24 12:42:17| INFO mul_sld_lr_a finished [took 30.9473s]
15/01/24 12:43:20| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01158) [took 62.3209s]
15/01/24 12:43:38| INFO bin_sld_lr_gs finished [took 80.5389s]
15/01/24 12:46:44| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.00962) [took 185.2109s]
15/01/24 12:47:03| INFO mul_sld_lr_gs finished [took 204.1235s]
15/01/24 12:49:19| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01180) [took 135.6499s]
15/01/24 12:49:36| INFO m3w_sld_lr_gs finished [took 152.5072s]
15/01/24 12:49:36| INFO Dataset sample [0.4 0.6] of dataset imdb finished [took 508.4326s]
15/01/24 12:49:36| INFO Dataset sample [0.5 0.5] of dataset imdb started
15/01/24 12:50:10| INFO m3w_sld_lr finished [took 33.3616s]
15/01/24 12:50:11| INFO m3w_sld_lr_c finished [took 33.8513s]
15/01/24 12:50:11| INFO m3w_sld_lr_mc finished [took 34.1472s]
15/01/24 12:50:15| INFO bin_sld_lr finished [took 37.6202s]
15/01/24 12:50:15| INFO bin_sld_lr_ne finished [took 38.2859s]
15/01/24 12:50:15| INFO bin_sld_lr_c finished [took 38.3139s]
15/01/24 12:50:18| INFO bin_sld_lr_mc finished [took 41.3016s]
15/01/24 12:50:19| INFO mul_sld_lr_mc finished [took 42.1296s]
15/01/24 12:50:19| INFO mul_sld_lr_ne finished [took 42.1961s]
15/01/24 12:50:20| INFO mul_sld_lr_c finished [took 42.9742s]
15/01/24 12:50:21| INFO mul_sld_lr finished [took 44.3448s]
15/01/24 12:50:37| INFO ref finished [took 17.2665s]
15/01/24 12:50:40| INFO m3w_sld_lr_ne finished [took 29.4856s]
15/01/24 12:50:43| INFO atc_mc finished [took 22.8058s]
15/01/24 12:50:44| INFO m3w_sld_lr_is finished [took 29.2104s]
15/01/24 12:50:45| INFO doc finished [took 24.1331s]
15/01/24 12:50:46| INFO bin_sld_lr_is finished [took 34.6220s]
15/01/24 12:50:46| INFO mul_sld_lr_is finished [took 34.6291s]
15/01/24 12:50:48| INFO m3w_sld_lr_a finished [took 29.0736s]
15/01/24 12:50:49| INFO bin_sld_lr_a finished [took 33.1221s]
15/01/24 12:50:49| INFO mul_sld_lr_a finished [took 33.1040s]
15/01/24 12:52:00| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00941) [took 70.1598s]
15/01/24 12:52:18| INFO bin_sld_lr_gs finished [took 88.2705s]
15/01/24 12:55:26| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00887) [took 187.6678s]
15/01/24 12:55:46| INFO mul_sld_lr_gs finished [took 207.4340s]
15/01/24 12:58:01| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.00994) [took 134.3396s]
15/01/24 12:58:17| INFO m3w_sld_lr_gs finished [took 151.1335s]
15/01/24 12:58:17| INFO Dataset sample [0.5 0.5] of dataset imdb finished [took 521.3185s]
15/01/24 12:58:17| INFO Dataset sample [0.6 0.4] of dataset imdb started
15/01/24 12:58:51| INFO m3w_sld_lr finished [took 32.8185s]
15/01/24 12:58:52| INFO m3w_sld_lr_mc finished [took 33.8941s]
15/01/24 12:58:54| INFO m3w_sld_lr_c finished [took 35.7667s]
15/01/24 12:58:58| INFO bin_sld_lr_c finished [took 39.5106s]
15/01/24 12:58:58| INFO bin_sld_lr_mc finished [took 39.5782s]
15/01/24 12:58:58| INFO bin_sld_lr_ne finished [took 40.0732s]
15/01/24 12:59:00| INFO bin_sld_lr finished [took 41.2969s]
15/01/24 12:59:01| INFO mul_sld_lr_c finished [took 42.9656s]
15/01/24 12:59:01| INFO mul_sld_lr_ne finished [took 43.1323s]
15/01/24 12:59:01| INFO mul_sld_lr_mc finished [took 43.2009s]
15/01/24 12:59:02| INFO mul_sld_lr finished [took 43.8447s]
15/01/24 12:59:18| INFO ref finished [took 16.8101s]
15/01/24 12:59:23| INFO m3w_sld_lr_ne finished [took 31.8365s]
15/01/24 12:59:25| INFO atc_mc finished [took 23.0070s]
15/01/24 12:59:26| INFO bin_sld_lr_is finished [took 33.2829s]
15/01/24 12:59:27| INFO m3w_sld_lr_is finished [took 28.8720s]
15/01/24 12:59:28| INFO doc finished [took 25.6691s]
15/01/24 12:59:29| INFO m3w_sld_lr_a finished [took 29.0390s]
15/01/24 12:59:30| INFO mul_sld_lr_a finished [took 30.8476s]
15/01/24 12:59:31| INFO bin_sld_lr_a finished [took 32.2311s]
15/01/24 12:59:31| INFO mul_sld_lr_is finished [took 36.3973s]
15/01/24 13:00:37| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.01176) [took 65.7256s]
15/01/24 13:00:54| INFO bin_sld_lr_gs finished [took 82.7099s]
15/01/24 13:03:53| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01014) [took 178.7472s]
15/01/24 13:04:12| INFO mul_sld_lr_gs finished [took 197.4214s]
15/01/24 13:06:28| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.01265) [took 135.1523s]
15/01/24 13:06:45| INFO m3w_sld_lr_gs finished [took 151.6677s]
15/01/24 13:06:45| INFO Dataset sample [0.6 0.4] of dataset imdb finished [took 507.1152s]
15/01/24 13:06:45| INFO Dataset sample [0.7 0.3] of dataset imdb started
15/01/24 13:07:20| INFO m3w_sld_lr_mc finished [took 33.8379s]
15/01/24 13:07:21| INFO m3w_sld_lr finished [took 35.0916s]
15/01/24 13:07:21| INFO m3w_sld_lr_c finished [took 35.3742s]
15/01/24 13:07:26| INFO bin_sld_lr_c finished [took 39.9812s]
15/01/24 13:07:27| INFO bin_sld_lr_mc finished [took 41.7510s]
15/01/24 13:07:28| INFO bin_sld_lr_ne finished [took 42.0322s]
15/01/24 13:07:28| INFO bin_sld_lr finished [took 42.3016s]
15/01/24 13:07:28| INFO mul_sld_lr_ne finished [took 42.5089s]
15/01/24 13:07:29| INFO mul_sld_lr_c finished [took 43.3901s]
15/01/24 13:07:29| INFO mul_sld_lr_mc finished [took 43.7101s]
15/01/24 13:07:30| INFO mul_sld_lr finished [took 44.3821s]
15/01/24 13:07:45| INFO ref finished [took 15.2955s]
15/01/24 13:07:53| INFO atc_mc finished [took 22.8631s]
15/01/24 13:07:53| INFO m3w_sld_lr_ne finished [took 32.2618s]
15/01/24 13:07:55| INFO doc finished [took 25.2326s]
15/01/24 13:07:57| INFO bin_sld_lr_is finished [took 35.0967s]
15/01/24 13:07:57| INFO m3w_sld_lr_is finished [took 30.9150s]
15/01/24 13:07:58| INFO m3w_sld_lr_a finished [took 29.2256s]
15/01/24 13:07:58| INFO mul_sld_lr_is finished [took 36.4418s]
15/01/24 13:08:01| INFO bin_sld_lr_a finished [took 32.6986s]
15/01/24 13:08:03| INFO mul_sld_lr_a finished [took 34.5007s]
15/01/24 13:09:09| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01032) [took 65.0346s]
15/01/24 13:09:27| INFO bin_sld_lr_gs finished [took 83.3417s]
15/01/24 13:12:34| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.00945) [took 186.1003s]
15/01/24 13:12:52| INFO mul_sld_lr_gs finished [took 204.0235s]
15/01/24 13:15:02| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00993) [took 129.2470s]
15/01/24 13:15:18| INFO m3w_sld_lr_gs finished [took 145.2643s]
15/01/24 13:15:18| INFO Dataset sample [0.7 0.3] of dataset imdb finished [took 513.2779s]
15/01/24 13:15:18| INFO Dataset sample [0.8 0.2] of dataset imdb started
15/01/24 13:15:50| INFO m3w_sld_lr finished [took 31.0346s]
15/01/24 13:15:50| INFO m3w_sld_lr_c finished [took 31.7936s]
15/01/24 13:15:51| INFO m3w_sld_lr_mc finished [took 32.3701s]
15/01/24 13:15:59| INFO bin_sld_lr finished [took 40.3464s]
15/01/24 13:16:02| INFO bin_sld_lr_mc finished [took 43.7947s]
15/01/24 13:16:03| INFO bin_sld_lr_ne finished [took 44.1340s]
15/01/24 13:16:05| INFO bin_sld_lr_c finished [took 46.1712s]
15/01/24 13:16:07| INFO mul_sld_lr_c finished [took 48.1325s]
15/01/24 13:16:07| INFO mul_sld_lr_mc finished [took 48.4767s]
15/01/24 13:16:08| INFO mul_sld_lr finished [took 49.3597s]
15/01/24 13:16:09| INFO mul_sld_lr_ne finished [took 50.5111s]
15/01/24 13:16:20| INFO m3w_sld_lr_ne finished [took 30.0237s]
15/01/24 13:16:23| INFO ref finished [took 15.9980s]
15/01/24 13:16:26| INFO m3w_sld_lr_is finished [took 26.7601s]
15/01/24 13:16:27| INFO mul_sld_lr_is finished [took 35.5601s]
15/01/24 13:16:29| INFO atc_mc finished [took 21.6156s]
15/01/24 13:16:31| INFO bin_sld_lr_is finished [took 40.6163s]
15/01/24 13:16:32| INFO doc finished [took 23.4328s]
15/01/24 13:16:32| INFO m3w_sld_lr_a finished [took 26.5927s]
15/01/24 13:16:34| INFO bin_sld_lr_a finished [took 30.8711s]
15/01/24 13:16:36| INFO mul_sld_lr_a finished [took 32.5485s]
15/01/24 13:17:31| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00908) [took 54.4694s]
15/01/24 13:17:51| INFO bin_sld_lr_gs finished [took 74.6489s]
15/01/24 13:21:00| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.01242) [took 188.4294s]
15/01/24 13:21:28| INFO mul_sld_lr_gs finished [took 216.8156s]
15/01/24 13:23:40| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.01142) [took 131.0941s]
15/01/24 13:23:55| INFO m3w_sld_lr_gs finished [took 146.6085s]
15/01/24 13:23:55| INFO Dataset sample [0.8 0.2] of dataset imdb finished [took 517.2450s]
15/01/24 13:23:55| INFO Dataset sample [0.9 0.1] of dataset imdb started
15/01/24 13:24:27| INFO m3w_sld_lr_c finished [took 30.7734s]
15/01/24 13:24:28| INFO mul_sld_lr_c finished [took 32.1350s]
15/01/24 13:24:29| INFO m3w_sld_lr_mc finished [took 32.8766s]
15/01/24 13:24:29| INFO mul_sld_lr_ne finished [took 32.9437s]
15/01/24 13:24:30| INFO m3w_sld_lr finished [took 34.3890s]
15/01/24 13:24:33| INFO bin_sld_lr finished [took 37.0571s]
15/01/24 13:24:41| INFO bin_sld_lr_c finished [took 45.2528s]
15/01/24 13:24:41| INFO bin_sld_lr_ne finished [took 45.4611s]
15/01/24 13:24:43| INFO bin_sld_lr_mc finished [took 46.7598s]
15/01/24 13:24:49| INFO mul_sld_lr_mc finished [took 53.7929s]
15/01/24 13:24:53| INFO mul_sld_lr finished [took 57.6289s]
15/01/24 13:24:56| INFO m3w_sld_lr_is finished [took 26.9627s]
15/01/24 13:24:57| INFO m3w_sld_lr_ne finished [took 30.0391s]
15/01/24 13:24:58| INFO ref finished [took 16.5055s]
15/01/24 13:24:59| INFO mul_sld_lr_is finished [took 30.4683s]
15/01/24 13:25:00| INFO mul_sld_lr_a finished [took 27.2198s]
15/01/24 13:25:03| INFO atc_mc finished [took 19.6869s]
15/01/24 13:25:07| INFO bin_sld_lr_is finished [took 38.6831s]
15/01/24 13:25:07| INFO m3w_sld_lr_a finished [took 25.8015s]
15/01/24 13:25:10| INFO doc finished [took 19.8454s]
15/01/24 13:25:10| INFO bin_sld_lr_a finished [took 39.5521s]
15/01/24 13:25:54| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01720) [took 43.5267s]
15/01/24 13:26:18| INFO bin_sld_lr_gs finished [took 67.7673s]
15/01/24 13:29:10| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01821) [took 171.3495s]
15/01/24 13:29:28| INFO mul_sld_lr_gs finished [took 189.1633s]
15/01/24 13:31:36| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.00902) [took 126.4870s]
15/01/24 13:31:52| INFO m3w_sld_lr_gs finished [took 142.5076s]
15/01/24 13:31:52| INFO Dataset sample [0.9 0.1] of dataset imdb finished [took 477.0708s]
15/01/24 13:31:52| ERROR Evaluation over imdb failed. Exception: Can't pickle local object 'OnLabelledCollectionProtocol.get_collator.<locals>.<lambda>'
----------------------------------------------------------------------------------------------------
15/01/24 13:57:42| INFO dataset imdb [pool size: 10]
15/01/24 13:57:42| INFO Dataset sample [0.1 0.9] of dataset imdb started
15/01/24 13:58:18| INFO m3w_sld_lr_c finished [took 33.6335s]
15/01/24 13:58:20| INFO m3w_sld_lr finished [took 34.7756s]
15/01/24 13:58:20| INFO mul_sld_lr_c finished [took 35.0687s]
15/01/24 13:58:20| INFO m3w_sld_lr_mc finished [took 35.1131s]
15/01/24 13:58:21| INFO mul_sld_lr_ne finished [took 35.6910s]
15/01/24 13:58:23| INFO mul_sld_lr_mc finished [took 37.5810s]
15/01/24 13:58:24| INFO bin_sld_lr finished [took 38.6069s]
15/01/24 13:58:24| INFO bin_sld_lr_mc finished [took 39.0168s]
15/01/24 13:58:25| INFO bin_sld_lr_c finished [took 40.6077s]
15/01/24 13:58:26| INFO bin_sld_lr_ne finished [took 40.5912s]
15/01/24 13:58:32| INFO mul_sld_lr finished [took 47.0524s]
15/01/24 13:58:42| INFO ref finished [took 16.9604s]
15/01/24 13:58:48| INFO m3w_sld_lr_is finished [took 27.5294s]
15/01/24 13:58:49| INFO mul_sld_lr_is finished [took 28.2632s]
15/01/24 13:58:49| INFO atc_mc finished [took 23.4066s]
15/01/24 13:58:50| INFO m3w_sld_lr_ne finished [took 31.5971s]
15/01/24 13:58:51| INFO mul_sld_lr_a finished [took 28.2576s]
15/01/24 13:58:53| INFO doc finished [took 26.4792s]
15/01/24 13:58:53| INFO m3w_sld_lr_a finished [took 28.7770s]
15/01/24 13:58:54| INFO bin_sld_lr_is finished [took 34.3869s]
15/01/24 13:58:56| INFO bin_sld_lr_a finished [took 34.9291s]
15/01/24 13:59:15| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01292) [took 17.7356s]
15/01/24 13:59:38| INFO bin_sld_lr_gs finished [took 40.8002s]
15/01/24 14:02:33| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.02581) [took 175.1344s]
15/01/24 14:02:51| INFO mul_sld_lr_gs finished [took 192.9595s]
15/01/24 14:05:04| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00803) [took 132.2720s]
15/01/24 14:05:20| INFO m3w_sld_lr_gs finished [took 148.5688s]
15/01/24 14:05:20| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 457.3481s]
15/01/24 14:05:20| INFO Dataset sample [0.2 0.8] of dataset imdb started
15/01/24 14:05:53| INFO m3w_sld_lr finished [took 32.0949s]
15/01/24 14:05:53| INFO m3w_sld_lr_mc finished [took 32.2794s]
15/01/24 14:05:54| INFO m3w_sld_lr_c finished [took 32.7641s]
15/01/24 14:05:58| INFO mul_sld_lr_ne finished [took 37.4454s]
15/01/24 14:05:59| INFO mul_sld_lr_c finished [took 38.4072s]
15/01/24 14:06:01| INFO mul_sld_lr_mc finished [took 40.0895s]
15/01/24 14:06:02| INFO mul_sld_lr finished [took 40.8195s]
15/01/24 14:06:03| INFO bin_sld_lr_ne finished [took 42.4278s]
15/01/24 14:06:04| INFO bin_sld_lr finished [took 42.8366s]
15/01/24 14:06:05| INFO bin_sld_lr_c finished [took 44.5196s]
15/01/24 14:06:05| INFO bin_sld_lr_mc finished [took 44.5337s]
15/01/24 14:06:20| INFO ref finished [took 16.7334s]
15/01/24 14:06:22| INFO m3w_sld_lr_ne finished [took 28.2698s]
15/01/24 14:06:26| INFO atc_mc finished [took 21.5197s]
15/01/24 14:06:26| INFO m3w_sld_lr_is finished [took 27.0216s]
15/01/24 14:06:27| INFO mul_sld_lr_is finished [took 32.9024s]
15/01/24 14:06:30| INFO bin_sld_lr_is finished [took 36.7643s]
15/01/24 14:06:31| INFO m3w_sld_lr_a finished [took 28.7639s]
15/01/24 14:06:31| INFO doc finished [took 25.3031s]
15/01/24 14:06:33| INFO bin_sld_lr_a finished [took 33.6235s]
15/01/24 14:06:34| INFO mul_sld_lr_a finished [took 32.3421s]
15/01/24 14:07:35| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01099) [took 60.4364s]
15/01/24 14:07:58| INFO bin_sld_lr_gs finished [took 84.0101s]
15/01/24 14:11:07| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.00709) [took 188.2938s]
15/01/24 14:11:24| INFO mul_sld_lr_gs finished [took 205.5819s]
15/01/24 14:13:40| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.00803) [took 135.2274s]
15/01/24 14:13:57| INFO m3w_sld_lr_gs finished [took 151.6620s]
15/01/24 14:13:57| INFO Dataset sample [0.2 0.8] of dataset imdb finished [took 516.8302s]
15/01/24 14:13:57| INFO Dataset sample [0.3 0.7] of dataset imdb started
15/01/24 14:14:30| INFO m3w_sld_lr_c finished [took 32.9242s]
15/01/24 14:14:31| INFO m3w_sld_lr finished [took 33.1392s]
15/01/24 14:14:31| INFO m3w_sld_lr_mc finished [took 33.4310s]
15/01/24 14:14:35| INFO bin_sld_lr finished [took 37.3464s]
15/01/24 14:14:35| INFO bin_sld_lr_c finished [took 37.4754s]
15/01/24 14:14:35| INFO bin_sld_lr_ne finished [took 37.6137s]
15/01/24 14:14:37| INFO mul_sld_lr_mc finished [took 39.2084s]
15/01/24 14:14:37| INFO bin_sld_lr_mc finished [took 39.3117s]
15/01/24 14:14:38| INFO mul_sld_lr finished [took 40.3018s]
15/01/24 14:14:39| INFO mul_sld_lr_ne finished [took 41.0837s]
15/01/24 14:14:40| INFO mul_sld_lr_c finished [took 42.0612s]
15/01/24 14:14:54| INFO ref finished [took 16.3350s]
15/01/24 14:15:02| INFO atc_mc finished [took 23.0772s]
15/01/24 14:15:02| INFO m3w_sld_lr_is finished [took 26.1870s]
15/01/24 14:15:03| INFO m3w_sld_lr_ne finished [took 31.5599s]
15/01/24 14:15:04| INFO m3w_sld_lr_a finished [took 26.9026s]
15/01/24 14:15:05| INFO bin_sld_lr_is finished [took 34.0458s]
15/01/24 14:15:06| INFO doc finished [took 26.4740s]
15/01/24 14:15:06| INFO mul_sld_lr_is finished [took 34.2220s]
15/01/24 14:15:07| INFO bin_sld_lr_a finished [took 31.6383s]
15/01/24 14:15:08| INFO mul_sld_lr_a finished [took 32.4868s]
15/01/24 14:16:08| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.02137) [took 59.4240s]
15/01/24 14:16:24| INFO bin_sld_lr_gs finished [took 74.9020s]
15/01/24 14:19:21| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01115) [took 176.5945s]
15/01/24 14:19:40| INFO mul_sld_lr_gs finished [took 196.0931s]
15/01/24 14:21:55| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01139) [took 134.2105s]
15/01/24 14:22:12| INFO m3w_sld_lr_gs finished [took 150.5491s]
15/01/24 14:22:12| INFO Dataset sample [0.3 0.7] of dataset imdb finished [took 494.8679s]
15/01/24 14:22:12| INFO Dataset sample [0.4 0.6] of dataset imdb started
15/01/24 14:22:45| INFO m3w_sld_lr finished [took 32.4081s]
15/01/24 14:22:46| INFO m3w_sld_lr_mc finished [took 33.7419s]
15/01/24 14:22:47| INFO m3w_sld_lr_c finished [took 34.3956s]
15/01/24 14:22:49| INFO bin_sld_lr finished [took 37.0824s]
15/01/24 14:22:50| INFO bin_sld_lr_ne finished [took 38.0850s]
15/01/24 14:22:50| INFO bin_sld_lr_c finished [took 38.2227s]
15/01/24 14:22:51| INFO bin_sld_lr_mc finished [took 38.7933s]
15/01/24 14:22:53| INFO mul_sld_lr_ne finished [took 40.8906s]
15/01/24 14:22:54| INFO mul_sld_lr_mc finished [took 41.7104s]
15/01/24 14:22:54| INFO mul_sld_lr finished [took 41.9926s]
15/01/24 14:22:54| INFO mul_sld_lr_c finished [took 42.0067s]
15/01/24 14:23:10| INFO ref finished [took 16.6917s]
15/01/24 14:23:15| INFO m3w_sld_lr_ne finished [took 29.6647s]
15/01/24 14:23:15| INFO atc_mc finished [took 20.7980s]
15/01/24 14:23:19| INFO m3w_sld_lr_is finished [took 29.2978s]
15/01/24 14:23:19| INFO m3w_sld_lr_a finished [took 27.7275s]
15/01/24 14:23:19| INFO doc finished [took 24.8278s]
15/01/24 14:23:20| INFO bin_sld_lr_a finished [took 29.6284s]
15/01/24 14:23:21| INFO bin_sld_lr_is finished [took 34.2038s]
15/01/24 14:23:23| INFO mul_sld_lr_is finished [took 35.7050s]
15/01/24 14:23:24| INFO mul_sld_lr_a finished [took 33.2059s]
15/01/24 14:24:33| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01158) [took 68.5906s]
15/01/24 14:24:52| INFO bin_sld_lr_gs finished [took 87.6511s]
15/01/24 14:28:02| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.00962) [took 188.8706s]
15/01/24 14:28:21| INFO mul_sld_lr_gs finished [took 207.6190s]
15/01/24 14:30:35| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01180) [took 134.1595s]
15/01/24 14:30:52| INFO m3w_sld_lr_gs finished [took 150.7531s]
15/01/24 14:30:52| INFO Dataset sample [0.4 0.6] of dataset imdb finished [took 520.0697s]
15/01/24 14:30:52| INFO Dataset sample [0.5 0.5] of dataset imdb started
15/01/24 14:31:25| INFO m3w_sld_lr finished [took 32.2196s]
15/01/24 14:31:26| INFO m3w_sld_lr_mc finished [took 33.4609s]
15/01/24 14:31:26| INFO m3w_sld_lr_c finished [took 33.3671s]
15/01/24 14:31:29| INFO bin_sld_lr_mc finished [took 36.0229s]
15/01/24 14:31:29| INFO bin_sld_lr finished [took 36.4873s]
15/01/24 14:31:30| INFO bin_sld_lr_c finished [took 37.3894s]
15/01/24 14:31:33| INFO bin_sld_lr_ne finished [took 40.0590s]
15/01/24 14:31:33| INFO mul_sld_lr_ne finished [took 40.6309s]
15/01/24 14:31:34| INFO mul_sld_lr finished [took 41.2073s]
15/01/24 14:31:34| INFO mul_sld_lr_mc finished [took 41.6382s]
15/01/24 14:31:35| INFO mul_sld_lr_c finished [took 42.6624s]
15/01/24 14:31:51| INFO ref finished [took 17.0677s]
15/01/24 14:31:55| INFO atc_mc finished [took 21.4055s]
15/01/24 14:31:56| INFO m3w_sld_lr_ne finished [took 31.1321s]
15/01/24 14:31:59| INFO m3w_sld_lr_a finished [took 26.2411s]
15/01/24 14:31:59| INFO m3w_sld_lr_is finished [took 30.1877s]
15/01/24 14:32:00| INFO mul_sld_lr_is finished [took 33.3799s]
15/01/24 14:32:01| INFO doc finished [took 26.4734s]
15/01/24 14:32:01| INFO bin_sld_lr_is finished [took 34.3974s]
15/01/24 14:32:01| INFO mul_sld_lr_a finished [took 30.6039s]
15/01/24 14:32:01| INFO bin_sld_lr_a finished [took 31.7633s]
15/01/24 14:33:11| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00941) [took 68.7108s]
15/01/24 14:33:28| INFO bin_sld_lr_gs finished [took 86.2974s]
15/01/24 14:36:36| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00887) [took 186.6746s]
15/01/24 14:36:55| INFO mul_sld_lr_gs finished [took 206.5491s]
15/01/24 14:39:09| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.00994) [took 132.9921s]
15/01/24 14:39:26| INFO m3w_sld_lr_gs finished [took 149.6162s]
15/01/24 14:39:26| INFO Dataset sample [0.5 0.5] of dataset imdb finished [took 514.1321s]
15/01/24 14:39:26| INFO Dataset sample [0.6 0.4] of dataset imdb started
15/01/24 14:39:59| INFO m3w_sld_lr finished [took 32.8015s]
15/01/24 14:40:00| INFO m3w_sld_lr_mc finished [took 33.0357s]
15/01/24 14:40:01| INFO m3w_sld_lr_c finished [took 34.1274s]
15/01/24 14:40:04| INFO bin_sld_lr_mc finished [took 37.5201s]
15/01/24 14:40:05| INFO bin_sld_lr finished [took 37.8596s]
15/01/24 14:40:06| INFO bin_sld_lr_c finished [took 38.8656s]
15/01/24 14:40:06| INFO bin_sld_lr_ne finished [took 39.4297s]
15/01/24 14:40:09| INFO mul_sld_lr_c finished [took 42.6596s]
15/01/24 14:40:09| INFO mul_sld_lr_ne finished [took 42.5588s]
15/01/24 14:40:09| INFO mul_sld_lr_mc finished [took 42.6812s]
15/01/24 14:40:11| INFO mul_sld_lr finished [took 44.0288s]
15/01/24 14:40:27| INFO ref finished [took 17.0860s]
15/01/24 14:40:31| INFO m3w_sld_lr_ne finished [took 30.9410s]
15/01/24 14:40:31| INFO atc_mc finished [took 21.6452s]
15/01/24 14:40:34| INFO bin_sld_lr_is finished [took 33.8880s]
15/01/24 14:40:34| INFO m3w_sld_lr_is finished [took 29.7314s]
15/01/24 14:40:35| INFO doc finished [took 25.6180s]
15/01/24 14:40:37| INFO mul_sld_lr_is finished [took 35.4342s]
15/01/24 14:40:37| INFO bin_sld_lr_a finished [took 31.5591s]
15/01/24 14:40:37| INFO m3w_sld_lr_a finished [took 30.2552s]
15/01/24 14:40:40| INFO mul_sld_lr_a finished [took 34.1096s]
15/01/24 14:41:46| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.01176) [took 65.2164s]
15/01/24 14:42:03| INFO bin_sld_lr_gs finished [took 82.2832s]
15/01/24 14:44:59| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01014) [took 175.4768s]
15/01/24 14:45:17| INFO mul_sld_lr_gs finished [took 192.9946s]
15/01/24 14:47:22| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.01265) [took 124.9536s]
15/01/24 14:47:38| INFO m3w_sld_lr_gs finished [took 140.8050s]
15/01/24 14:47:38| INFO Dataset sample [0.6 0.4] of dataset imdb finished [took 492.1622s]
15/01/24 14:47:38| INFO Dataset sample [0.7 0.3] of dataset imdb started
15/01/24 14:48:11| INFO m3w_sld_lr finished [took 31.5181s]
15/01/24 14:48:12| INFO m3w_sld_lr_mc finished [took 32.6569s]
15/01/24 14:48:13| INFO m3w_sld_lr_c finished [took 33.3497s]
15/01/24 14:48:16| INFO mul_sld_lr_c finished [took 36.8897s]
15/01/24 14:48:17| INFO bin_sld_lr_mc finished [took 38.3586s]
15/01/24 14:48:18| INFO bin_sld_lr_c finished [took 38.7729s]
15/01/24 14:48:19| INFO bin_sld_lr finished [took 39.4310s]
15/01/24 14:48:19| INFO mul_sld_lr_mc finished [took 39.7884s]
15/01/24 14:48:19| INFO bin_sld_lr_ne finished [took 40.3404s]
15/01/24 14:48:21| INFO mul_sld_lr_ne finished [took 41.9388s]
15/01/24 14:48:22| INFO mul_sld_lr finished [took 43.1603s]
15/01/24 14:48:36| INFO ref finished [took 16.6122s]
15/01/24 14:48:41| INFO m3w_sld_lr_ne finished [took 29.5597s]
15/01/24 14:48:42| INFO bin_sld_lr_is finished [took 29.4658s]
15/01/24 14:48:43| INFO atc_mc finished [took 22.6051s]
15/01/24 14:48:44| INFO mul_sld_lr_is finished [took 31.0420s]
15/01/24 14:48:45| INFO m3w_sld_lr_is finished [took 28.7198s]
15/01/24 14:48:47| INFO doc finished [took 25.0262s]
15/01/24 14:48:48| INFO m3w_sld_lr_a finished [took 28.4671s]
15/01/24 14:48:49| INFO bin_sld_lr_a finished [took 31.4297s]
15/01/24 14:48:52| INFO mul_sld_lr_a finished [took 32.9961s]
15/01/24 14:49:52| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01032) [took 59.6319s]
15/01/24 14:50:10| INFO bin_sld_lr_gs finished [took 77.1050s]
15/01/24 14:53:04| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.00945) [took 173.6746s]
15/01/24 14:53:22| INFO mul_sld_lr_gs finished [took 191.9168s]
15/01/24 14:55:37| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00993) [took 133.3083s]
15/01/24 14:55:53| INFO m3w_sld_lr_gs finished [took 149.6531s]
15/01/24 14:55:53| INFO Dataset sample [0.7 0.3] of dataset imdb finished [took 494.8712s]
15/01/24 14:55:53| INFO Dataset sample [0.8 0.2] of dataset imdb started
15/01/24 14:56:25| INFO m3w_sld_lr_c finished [took 31.5936s]
15/01/24 14:56:26| INFO m3w_sld_lr_mc finished [took 32.1194s]
15/01/24 14:56:27| INFO m3w_sld_lr finished [took 33.3798s]
15/01/24 14:56:39| INFO bin_sld_lr finished [took 45.1178s]
15/01/24 14:56:40| INFO mul_sld_lr_mc finished [took 46.3053s]
15/01/24 14:56:41| INFO bin_sld_lr_c finished [took 47.1328s]
15/01/24 14:56:41| INFO bin_sld_lr_mc finished [took 47.0700s]
15/01/24 14:56:41| INFO bin_sld_lr_ne finished [took 47.3638s]
15/01/24 14:56:44| INFO mul_sld_lr_ne finished [took 50.0474s]
15/01/24 14:56:44| INFO mul_sld_lr_c finished [took 50.0250s]
15/01/24 14:56:44| INFO mul_sld_lr finished [took 50.3254s]
15/01/24 14:56:55| INFO m3w_sld_lr_ne finished [took 29.1886s]
15/01/24 14:56:59| INFO ref finished [took 17.4551s]
15/01/24 14:57:04| INFO m3w_sld_lr_is finished [took 24.4067s]
15/01/24 14:57:06| INFO atc_mc finished [took 22.0614s]
15/01/24 14:57:06| INFO mul_sld_lr_is finished [took 38.9571s]
15/01/24 14:57:07| INFO bin_sld_lr_is finished [took 40.6665s]
15/01/24 14:57:09| INFO m3w_sld_lr_a finished [took 28.2329s]
15/01/24 14:57:10| INFO doc finished [took 25.6927s]
15/01/24 14:57:13| INFO bin_sld_lr_a finished [took 32.7179s]
15/01/24 14:57:16| INFO mul_sld_lr_a finished [took 34.5139s]
15/01/24 14:58:14| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00908) [took 57.7326s]
15/01/24 14:58:34| INFO bin_sld_lr_gs finished [took 77.9716s]
15/01/24 15:01:43| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.01242) [took 188.3476s]
15/01/24 15:02:11| INFO mul_sld_lr_gs finished [took 216.1067s]
15/01/24 15:04:25| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.01142) [took 133.9396s]
15/01/24 15:04:41| INFO m3w_sld_lr_gs finished [took 150.0605s]
15/01/24 15:04:41| INFO Dataset sample [0.8 0.2] of dataset imdb finished [took 528.1845s]
15/01/24 15:04:41| INFO Dataset sample [0.9 0.1] of dataset imdb started
15/01/24 15:05:12| INFO m3w_sld_lr_mc finished [took 30.4024s]
15/01/24 15:05:13| INFO m3w_sld_lr_c finished [took 31.5245s]
15/01/24 15:05:15| INFO mul_sld_lr_ne finished [took 32.9666s]
15/01/24 15:05:15| INFO mul_sld_lr_c finished [took 32.8561s]
15/01/24 15:05:15| INFO m3w_sld_lr finished [took 33.6908s]
15/01/24 15:05:28| INFO bin_sld_lr finished [took 46.3448s]
15/01/24 15:05:28| INFO bin_sld_lr_ne finished [took 46.4252s]
15/01/24 15:05:28| INFO bin_sld_lr_mc finished [took 46.4843s]
15/01/24 15:05:29| INFO bin_sld_lr_c finished [took 47.1771s]
15/01/24 15:05:37| INFO mul_sld_lr_mc finished [took 55.6089s]
15/01/24 15:05:38| INFO m3w_sld_lr_ne finished [took 25.4991s]
15/01/24 15:05:39| INFO mul_sld_lr finished [took 57.3531s]
15/01/24 15:05:43| INFO m3w_sld_lr_is finished [took 28.2014s]
15/01/24 15:05:45| INFO ref finished [took 16.0976s]
15/01/24 15:05:45| INFO atc_mc finished [took 15.8664s]
15/01/24 15:05:46| INFO mul_sld_lr_is finished [took 30.6541s]
15/01/24 15:05:52| INFO bin_sld_lr_is finished [took 38.3698s]
15/01/24 15:05:53| INFO m3w_sld_lr_a finished [took 24.3701s]
15/01/24 15:05:54| INFO mul_sld_lr_a finished [took 25.5499s]
15/01/24 15:05:55| INFO bin_sld_lr_a finished [took 39.3749s]
15/01/24 15:05:56| INFO doc finished [took 18.7196s]
15/01/24 15:06:39| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01720) [took 41.9444s]
15/01/24 15:07:01| INFO bin_sld_lr_gs finished [took 64.5536s]
15/01/24 15:09:42| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01821) [took 160.0465s]
15/01/24 15:09:58| INFO mul_sld_lr_gs finished [took 176.4191s]
15/01/24 15:12:00| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.00902) [took 121.2179s]
15/01/24 15:12:15| INFO m3w_sld_lr_gs finished [took 136.4532s]
15/01/24 15:12:15| INFO Dataset sample [0.9 0.1] of dataset imdb finished [took 453.7248s]
----------------------------------------------------------------------------------------------------
22/01/24 10:49:40| INFO dataset imdb [pool size: 10]
22/01/24 10:49:40| INFO Dataset sample [0.1 0.9] of dataset imdb started
22/01/24 10:49:42| WARNING Method m3w_sld_lr_ts failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array.
22/01/24 10:49:42| WARNING Method bin_sld_lr_ts failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array.
22/01/24 10:49:43| WARNING Method mul_sld_lr_ts failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array.
22/01/24 10:49:52| INFO ref finished [took 10.4078s]
22/01/24 10:49:57| INFO atc_mc finished [took 14.1118s]
22/01/24 10:49:59| INFO doc finished [took 16.8453s]
22/01/24 10:50:01| INFO m3w_sld_lr_is finished [took 18.8776s]
22/01/24 10:50:02| INFO mul_sld_lr_is finished [took 19.6858s]
22/01/24 10:50:05| INFO bin_sld_lr_is finished [took 22.1792s]
22/01/24 10:50:05| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 24.4422s]
22/01/24 10:50:05| INFO Dataset sample [0.2 0.8] of dataset imdb started
22/01/24 10:50:05| WARNING Method mul_sld_lr_ts failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array.
22/01/24 10:50:05| WARNING Method bin_sld_lr_ts failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array.
22/01/24 10:50:05| WARNING Method m3w_sld_lr_ts failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array.
----------------------------------------------------------------------------------------------------
22/01/24 10:51:00| INFO dataset imdb [pool size: 10]
22/01/24 10:51:01| INFO Dataset sample [0.1 0.9] of dataset imdb started
----------------------------------------------------------------------------------------------------
23/01/24 19:06:08| INFO dataset imdb [pool size: 10]
23/01/24 19:06:08| INFO Dataset sample [0.1 0.9] of dataset imdb started
23/01/24 19:06:21| INFO ref finished [took 10.9715s]
23/01/24 19:06:24| INFO atc_mc finished [took 13.9420s]
23/01/24 19:06:26| INFO doc finished [took 16.4690s]
----------------------------------------------------------------------------------------------------
23/01/24 19:11:27| INFO dataset imdb [pool size: 10]
23/01/24 19:11:27| INFO Dataset sample [0.1 0.9] of dataset imdb started
23/01/24 19:11:29| WARNING Method cross failed. Exception: LogisticRegression.fit() missing 1 required positional argument: 'y'
23/01/24 19:11:38| INFO ref finished [took 9.5406s]
23/01/24 19:11:42| INFO atc_mc finished [took 13.6510s]
23/01/24 19:11:45| INFO doc finished [took 15.7873s]
----------------------------------------------------------------------------------------------------
23/01/24 19:12:23| INFO dataset imdb [pool size: 10]
23/01/24 19:12:23| INFO Dataset sample [0.1 0.9] of dataset imdb started
23/01/24 19:12:36| INFO ref finished [took 10.4507s]
23/01/24 19:12:39| INFO atc_mc finished [took 13.8736s]
23/01/24 19:12:41| INFO doc finished [took 16.4080s]
23/01/24 19:12:43| WARNING Dataset sample [0.1 0.9] of dataset imdb failed. Exception: 'NoneType' object has no attribute 'time'
23/01/24 19:12:43| INFO Dataset sample [0.2 0.8] of dataset imdb started
23/01/24 19:12:55| INFO ref finished [took 10.3369s]
23/01/24 19:12:58| INFO atc_mc finished [took 14.0340s]
----------------------------------------------------------------------------------------------------
23/01/24 19:15:09| INFO dataset imdb [pool size: 10]
23/01/24 19:15:10| INFO Dataset sample [0.1 0.9] of dataset imdb started
23/01/24 19:15:21| INFO ref finished [took 10.0710s]
23/01/24 19:15:25| INFO atc_mc finished [took 14.0929s]
23/01/24 19:15:27| INFO doc finished [took 16.1806s]
23/01/24 19:15:28| INFO cross finished [took 17.2328s]
23/01/24 19:15:49| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01292) [took 19.5005s]
23/01/24 19:16:13| INFO bin_sld_lr_gs finished [took 43.8277s]
----------------------------------------------------------------------------------------------------
23/01/24 19:27:46| INFO dataset imdb [pool size: 10]
23/01/24 19:27:46| INFO Dataset sample [0.1 0.9] of dataset imdb started
23/01/24 19:27:57| INFO ref finished [took 9.0971s]
23/01/24 19:28:01| INFO atc_mc finished [took 12.9045s]
23/01/24 19:28:03| INFO doc finished [took 14.6158s]
23/01/24 19:28:04| INFO cross finished [took 15.6208s]
23/01/24 19:28:21| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01292) [took 16.7419s]
23/01/24 19:28:43| INFO bin_sld_lr_gs finished [took 38.9826s]
23/01/24 19:31:21| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.02581) [took 158.0562s]
23/01/24 19:31:38| INFO mul_sld_lr_gs finished [took 174.8288s]
23/01/24 19:33:38| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00803) [took 119.5500s]
23/01/24 19:33:53| INFO m3w_sld_lr_gs finished [took 134.9479s]
23/01/24 19:33:53| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 367.0766s]
23/01/24 19:33:54| INFO Dataset sample [0.2 0.8] of dataset imdb started
23/01/24 19:34:03| INFO ref finished [took 9.2959s]
23/01/24 19:34:07| INFO atc_mc finished [took 12.7791s]
23/01/24 19:34:09| INFO doc finished [took 14.8270s]
----------------------------------------------------------------------------------------------------
23/01/24 19:35:47| INFO dataset imdb [pool size: 10]
23/01/24 19:35:48| INFO Dataset sample [0.1 0.9] of dataset imdb started
23/01/24 19:35:58| INFO ref finished [took 9.1533s]
23/01/24 19:36:02| INFO atc_mc finished [took 12.6928s]
23/01/24 19:36:04| INFO doc finished [took 14.6426s]
23/01/24 19:36:05| INFO cross finished [took 15.5887s]
23/01/24 19:36:05| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 17.1547s]
23/01/24 19:36:05| INFO Dataset sample [0.2 0.8] of dataset imdb started
23/01/24 19:36:15| INFO ref finished [took 9.0643s]
23/01/24 19:36:19| INFO atc_mc finished [took 13.0290s]
23/01/24 19:36:21| INFO doc finished [took 14.6500s]
23/01/24 19:36:21| INFO cross finished [took 15.1315s]
23/01/24 19:36:21| INFO Dataset sample [0.2 0.8] of dataset imdb finished [took 16.6466s]
23/01/24 19:36:21| INFO Dataset sample [0.3 0.7] of dataset imdb started
23/01/24 19:36:34| INFO ref finished [took 11.3491s]
23/01/24 19:36:38| INFO atc_mc finished [took 14.9353s]
23/01/24 19:36:40| INFO doc finished [took 17.8376s]
23/01/24 19:36:40| INFO cross finished [took 17.2638s]
23/01/24 19:36:40| INFO Dataset sample [0.3 0.7] of dataset imdb finished [took 19.0304s]
23/01/24 19:36:40| INFO Dataset sample [0.4 0.6] of dataset imdb started
23/01/24 19:36:51| INFO ref finished [took 10.2888s]
23/01/24 19:36:55| INFO atc_mc finished [took 14.0154s]
23/01/24 19:36:57| INFO cross finished [took 16.5052s]
23/01/24 19:36:57| INFO doc finished [took 16.5450s]
23/01/24 19:36:57| INFO Dataset sample [0.4 0.6] of dataset imdb finished [took 16.9604s]
23/01/24 19:36:57| INFO Dataset sample [0.5 0.5] of dataset imdb started
23/01/24 19:37:08| INFO ref finished [took 10.2515s]
23/01/24 19:37:12| INFO atc_mc finished [took 14.2840s]
23/01/24 19:37:14| INFO cross finished [took 16.5491s]
23/01/24 19:37:14| INFO doc finished [took 16.7348s]
23/01/24 19:37:15| INFO Dataset sample [0.5 0.5] of dataset imdb finished [took 17.1765s]
23/01/24 19:37:15| INFO Dataset sample [0.6 0.4] of dataset imdb started
23/01/24 19:37:25| INFO ref finished [took 10.3287s]
23/01/24 19:37:29| INFO atc_mc finished [took 14.1269s]
23/01/24 19:37:31| INFO cross finished [took 16.0814s]
23/01/24 19:37:31| INFO doc finished [took 16.5351s]
23/01/24 19:37:32| INFO Dataset sample [0.6 0.4] of dataset imdb finished [took 17.0519s]
23/01/24 19:37:32| INFO Dataset sample [0.7 0.3] of dataset imdb started
----------------------------------------------------------------------------------------------------
23/01/24 19:37:57| INFO dataset imdb [pool size: 10]
23/01/24 19:37:57| INFO Dataset sample [0.1 0.9] of dataset imdb started
23/01/24 19:38:09| INFO ref finished [took 10.1630s]
23/01/24 19:38:13| INFO atc_mc finished [took 13.9053s]
23/01/24 19:38:15| INFO doc finished [took 16.1149s]
23/01/24 19:38:16| INFO cross finished [took 17.1732s]
23/01/24 19:38:16| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 18.9090s]
23/01/24 19:38:16| INFO Dataset sample [0.2 0.8] of dataset imdb started
----------------------------------------------------------------------------------------------------
23/01/24 19:38:35| INFO dataset imdb [pool size: 10]
23/01/24 19:38:35| INFO Dataset sample [0.1 0.9] of dataset imdb started
23/01/24 19:38:49| INFO ref finished [took 11.8813s]
23/01/24 19:38:52| INFO atc_mc finished [took 15.4658s]
23/01/24 19:38:56| INFO doc finished [took 19.9157s]
23/01/24 19:38:57| INFO m3w_sld_lr_is finished [took 20.6506s]
23/01/24 19:38:58| INFO cross finished [took 21.3507s]
23/01/24 19:39:00| INFO mul_sld_lr_is finished [took 23.1026s]
23/01/24 19:39:03| INFO bin_sld_lr_is finished [took 26.1765s]
23/01/24 19:39:03| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 28.0160s]
23/01/24 19:39:03| INFO Dataset sample [0.2 0.8] of dataset imdb started
23/01/24 19:39:15| INFO ref finished [took 11.4659s]
23/01/24 19:39:19| INFO atc_mc finished [took 15.5993s]
23/01/24 19:39:24| INFO cross finished [took 19.0665s]
23/01/24 19:39:25| INFO doc finished [took 21.9093s]
23/01/24 19:39:26| INFO m3w_sld_lr_is finished [took 20.7703s]
23/01/24 19:39:29| INFO mul_sld_lr_is finished [took 24.6925s]
23/01/24 19:39:34| INFO bin_sld_lr_is finished [took 29.6235s]
23/01/24 19:39:34| INFO Dataset sample [0.2 0.8] of dataset imdb finished [took 31.3076s]
23/01/24 19:39:34| INFO Dataset sample [0.3 0.7] of dataset imdb started
23/01/24 19:39:46| INFO ref finished [took 11.0290s]
23/01/24 19:39:52| INFO cross finished [took 17.3582s]
23/01/24 19:39:52| INFO doc finished [took 17.6687s]
23/01/24 19:39:53| INFO atc_mc finished [took 18.4116s]
23/01/24 19:39:55| INFO m3w_sld_lr_is finished [took 20.1845s]
23/01/24 19:39:59| INFO mul_sld_lr_is finished [took 24.1381s]
23/01/24 19:39:59| INFO bin_sld_lr_is finished [took 24.8786s]
23/01/24 19:40:00| INFO Dataset sample [0.3 0.7] of dataset imdb finished [took 25.4938s]
23/01/24 19:40:00| INFO Dataset sample [0.4 0.6] of dataset imdb started
23/01/24 19:40:12| INFO ref finished [took 11.4485s]
23/01/24 19:40:16| INFO atc_mc finished [took 15.7318s]
23/01/24 19:40:18| INFO cross finished [took 17.8974s]
23/01/24 19:40:21| INFO doc finished [took 21.2446s]
23/01/24 19:40:23| INFO bin_sld_lr_is finished [took 22.7266s]
23/01/24 19:40:24| INFO m3w_sld_lr_is finished [took 23.5388s]
23/01/24 19:40:25| INFO mul_sld_lr_is finished [took 24.9159s]
23/01/24 19:40:25| INFO Dataset sample [0.4 0.6] of dataset imdb finished [took 25.4189s]
23/01/24 19:40:25| INFO Dataset sample [0.5 0.5] of dataset imdb started
23/01/24 19:40:37| INFO ref finished [took 11.6401s]
23/01/24 19:40:44| INFO doc finished [took 18.5969s]
23/01/24 19:40:45| INFO atc_mc finished [took 19.2005s]
23/01/24 19:40:45| INFO cross finished [took 19.8838s]
23/01/24 19:40:48| INFO m3w_sld_lr_is finished [took 22.5286s]
23/01/24 19:40:52| INFO mul_sld_lr_is finished [took 26.9939s]
23/01/24 19:40:53| INFO bin_sld_lr_is finished [took 27.1152s]
23/01/24 19:40:53| INFO Dataset sample [0.5 0.5] of dataset imdb finished [took 27.7052s]
23/01/24 19:40:53| INFO Dataset sample [0.6 0.4] of dataset imdb started
23/01/24 19:41:06| INFO ref finished [took 12.9093s]
23/01/24 19:41:09| INFO atc_mc finished [took 16.0308s]
23/01/24 19:41:12| INFO doc finished [took 18.8399s]
23/01/24 19:41:12| INFO cross finished [took 19.1501s]
23/01/24 19:41:14| INFO m3w_sld_lr_is finished [took 21.1076s]
23/01/24 19:41:20| INFO bin_sld_lr_is finished [took 26.4138s]
23/01/24 19:41:22| INFO mul_sld_lr_is finished [took 28.6772s]
23/01/24 19:41:22| INFO Dataset sample [0.6 0.4] of dataset imdb finished [took 29.3017s]
23/01/24 19:41:22| INFO Dataset sample [0.7 0.3] of dataset imdb started
23/01/24 19:41:38| INFO ref finished [took 15.1778s]
23/01/24 19:41:38| INFO atc_mc finished [took 15.3408s]
23/01/24 19:41:46| INFO cross finished [took 22.5852s]
23/01/24 19:41:46| INFO doc finished [took 22.9604s]
23/01/24 19:41:46| INFO bin_sld_lr_is finished [took 23.2535s]
23/01/24 19:41:47| INFO m3w_sld_lr_is finished [took 24.3728s]
23/01/24 19:41:49| INFO mul_sld_lr_is finished [took 26.1297s]
23/01/24 19:41:49| INFO Dataset sample [0.7 0.3] of dataset imdb finished [took 26.9833s]
23/01/24 19:41:49| INFO Dataset sample [0.8 0.2] of dataset imdb started
23/01/24 19:42:06| INFO ref finished [took 16.2823s]
23/01/24 19:42:08| INFO doc finished [took 18.8045s]
23/01/24 19:42:08| INFO cross finished [took 18.8511s]
23/01/24 19:42:10| INFO atc_mc finished [took 20.0827s]
23/01/24 19:42:10| INFO m3w_sld_lr_is finished [took 20.7715s]
23/01/24 19:42:18| INFO bin_sld_lr_is finished [took 28.5884s]
23/01/24 19:42:19| INFO mul_sld_lr_is finished [took 29.7744s]
23/01/24 19:42:19| INFO Dataset sample [0.8 0.2] of dataset imdb finished [took 30.3100s]
23/01/24 19:42:19| INFO Dataset sample [0.9 0.1] of dataset imdb started
23/01/24 19:42:32| INFO ref finished [took 11.8049s]
23/01/24 19:42:35| INFO atc_mc finished [took 14.9923s]
23/01/24 19:42:39| INFO cross finished [took 19.0218s]
23/01/24 19:42:41| INFO mul_sld_lr_is finished [took 21.5197s]
23/01/24 19:42:42| INFO doc finished [took 21.9688s]
23/01/24 19:42:44| INFO m3w_sld_lr_is finished [took 24.1458s]
23/01/24 19:42:49| INFO bin_sld_lr_is finished [took 29.1900s]
23/01/24 19:42:49| INFO Dataset sample [0.9 0.1] of dataset imdb finished [took 29.7135s]
----------------------------------------------------------------------------------------------------
23/01/24 19:42:53| INFO dataset rcv1_CCAT [pool size: 10]
23/01/24 19:42:53| INFO Dataset sample [0.1 0.9] of dataset rcv1_CCAT started
23/01/24 19:43:29| INFO ref finished [took 35.1146s]
23/01/24 19:43:32| INFO atc_mc finished [took 38.4487s]
23/01/24 19:43:37| INFO doc finished [took 43.3448s]
23/01/24 19:43:42| INFO m3w_sld_lr_is finished [took 48.1090s]
23/01/24 19:43:42| INFO cross finished [took 48.3880s]
23/01/24 19:43:44| INFO mul_sld_lr_is finished [took 49.7829s]
23/01/24 19:43:52| INFO bin_sld_lr_is finished [took 57.9176s]
23/01/24 19:43:52| INFO Dataset sample [0.1 0.9] of dataset rcv1_CCAT finished [took 59.0655s]
23/01/24 19:43:52| INFO Dataset sample [0.2 0.8] of dataset rcv1_CCAT started
23/01/24 19:44:30| INFO ref finished [took 36.7876s]
23/01/24 19:44:38| INFO doc finished [took 45.0610s]
23/01/24 19:44:39| INFO m3w_sld_lr_is finished [took 45.2792s]
23/01/24 19:44:39| INFO atc_mc finished [took 45.8036s]
23/01/24 19:44:41| INFO cross finished [took 47.2969s]
23/01/24 19:44:48| INFO mul_sld_lr_is finished [took 55.0129s]
23/01/24 19:44:49| INFO bin_sld_lr_is finished [took 55.5114s]
23/01/24 19:44:49| INFO Dataset sample [0.2 0.8] of dataset rcv1_CCAT finished [took 56.8401s]
23/01/24 19:44:49| INFO Dataset sample [0.3 0.7] of dataset rcv1_CCAT started
23/01/24 19:45:26| INFO ref finished [took 36.2355s]
23/01/24 19:45:31| INFO cross finished [took 40.9550s]
23/01/24 19:45:33| INFO m3w_sld_lr_is finished [took 43.2443s]
23/01/24 19:45:38| INFO atc_mc finished [took 48.1871s]
23/01/24 19:45:39| INFO doc finished [took 49.1802s]
23/01/24 19:45:43| INFO bin_sld_lr_is finished [took 52.6060s]
23/01/24 19:45:45| INFO mul_sld_lr_is finished [took 55.4191s]
23/01/24 19:45:46| INFO Dataset sample [0.3 0.7] of dataset rcv1_CCAT finished [took 56.6441s]
23/01/24 19:45:46| INFO Dataset sample [0.4 0.6] of dataset rcv1_CCAT started
23/01/24 19:46:25| INFO cross finished [took 38.8054s]
23/01/24 19:46:26| INFO doc finished [took 39.2106s]
23/01/24 19:46:29| INFO m3w_sld_lr_is finished [took 42.9291s]
23/01/24 19:46:30| INFO ref finished [took 43.7450s]
23/01/24 19:46:33| INFO atc_mc finished [took 46.2303s]
23/01/24 19:46:35| INFO bin_sld_lr_is finished [took 48.2427s]
23/01/24 19:46:37| INFO mul_sld_lr_is finished [took 50.8205s]
23/01/24 19:46:37| INFO Dataset sample [0.4 0.6] of dataset rcv1_CCAT finished [took 51.8111s]
23/01/24 19:46:37| INFO Dataset sample [0.5 0.5] of dataset rcv1_CCAT started
23/01/24 19:47:12| INFO ref finished [took 34.0141s]
23/01/24 19:47:16| INFO atc_mc finished [took 37.8938s]
23/01/24 19:47:19| INFO doc finished [took 40.5587s]
23/01/24 19:47:20| INFO m3w_sld_lr_is finished [took 41.8343s]
23/01/24 19:47:26| INFO bin_sld_lr_is finished [took 47.1144s]
23/01/24 19:47:27| INFO cross finished [took 48.2129s]
23/01/24 19:47:36| INFO mul_sld_lr_is finished [took 57.7445s]
23/01/24 19:47:36| INFO Dataset sample [0.5 0.5] of dataset rcv1_CCAT finished [took 58.8943s]
23/01/24 19:47:36| INFO Dataset sample [0.6 0.4] of dataset rcv1_CCAT started
23/01/24 19:48:11| INFO ref finished [took 34.2238s]
23/01/24 19:48:16| INFO atc_mc finished [took 38.8248s]
23/01/24 19:48:17| INFO doc finished [took 40.4057s]
23/01/24 19:48:20| INFO m3w_sld_lr_is finished [took 42.6827s]
23/01/24 19:48:25| INFO bin_sld_lr_is finished [took 47.7937s]
23/01/24 19:48:26| INFO cross finished [took 48.7541s]
23/01/24 19:48:34| INFO mul_sld_lr_is finished [took 56.5458s]
23/01/24 19:48:34| INFO Dataset sample [0.6 0.4] of dataset rcv1_CCAT finished [took 57.4380s]
23/01/24 19:48:34| INFO Dataset sample [0.7 0.3] of dataset rcv1_CCAT started
23/01/24 19:49:09| INFO ref finished [took 33.6468s]
23/01/24 19:49:14| INFO cross finished [took 39.3807s]
23/01/24 19:49:15| INFO atc_mc finished [took 39.8841s]
23/01/24 19:49:16| INFO doc finished [took 41.5585s]
23/01/24 19:49:17| INFO m3w_sld_lr_is finished [took 42.4838s]
23/01/24 19:49:29| INFO bin_sld_lr_is finished [took 54.2551s]
23/01/24 19:49:31| INFO mul_sld_lr_is finished [took 56.1053s]
23/01/24 19:49:31| INFO Dataset sample [0.7 0.3] of dataset rcv1_CCAT finished [took 57.4703s]
23/01/24 19:49:31| INFO Dataset sample [0.8 0.2] of dataset rcv1_CCAT started
23/01/24 19:50:11| INFO cross finished [took 39.4557s]
23/01/24 19:50:13| INFO doc finished [took 40.5698s]
23/01/24 19:50:14| INFO m3w_sld_lr_is finished [took 41.5926s]
23/01/24 19:50:16| INFO ref finished [took 43.9907s]
23/01/24 19:50:20| INFO atc_mc finished [took 47.9474s]
23/01/24 19:50:21| INFO bin_sld_lr_is finished [took 48.6850s]
23/01/24 19:50:21| INFO mul_sld_lr_is finished [took 48.7890s]
23/01/24 19:50:21| INFO Dataset sample [0.8 0.2] of dataset rcv1_CCAT finished [took 49.8786s]
23/01/24 19:50:21| INFO Dataset sample [0.9 0.1] of dataset rcv1_CCAT started
23/01/24 19:50:56| INFO ref finished [took 33.6250s]
23/01/24 19:51:04| INFO m3w_sld_lr_is finished [took 42.3725s]
23/01/24 19:51:06| INFO atc_mc finished [took 43.7232s]
23/01/24 19:51:08| INFO doc finished [took 45.8823s]
23/01/24 19:51:11| INFO cross finished [took 48.4263s]
23/01/24 19:51:11| INFO bin_sld_lr_is finished [took 49.2747s]
23/01/24 19:51:16| INFO mul_sld_lr_is finished [took 53.6002s]
23/01/24 19:51:16| INFO Dataset sample [0.9 0.1] of dataset rcv1_CCAT finished [took 54.7005s]
----------------------------------------------------------------------------------------------------
24/01/24 12:09:03| INFO dataset imdb [pool size: 10]
24/01/24 12:09:03| INFO Dataset sample [0.1 0.9] of dataset imdb started
24/01/24 12:09:16| INFO ref finished [took 10.5634s]
24/01/24 12:09:20| INFO atc_mc finished [took 14.2765s]
24/01/24 12:09:22| INFO cross finished [took 16.4967s]
24/01/24 12:09:22| INFO doc finished [took 17.0453s]
24/01/24 12:09:27| INFO mul_sld_lr_is finished [took 21.1724s]
24/01/24 12:09:28| INFO m3w_sld_lr_is finished [took 22.7062s]
24/01/24 12:09:31| INFO bin_sld_lr_is finished [took 25.4523s]
24/01/24 12:09:31| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 27.4884s]
24/01/24 12:09:31| INFO Dataset sample [0.2 0.8] of dataset imdb started
24/01/24 12:09:42| INFO ref finished [took 10.6796s]
24/01/24 12:09:46| INFO atc_mc finished [took 15.2275s]
24/01/24 12:09:48| INFO doc finished [took 16.9289s]
24/01/24 12:09:52| INFO cross finished [took 18.5605s]
24/01/24 12:09:55| INFO m3w_sld_lr_is finished [took 22.3265s]
24/01/24 12:09:56| INFO mul_sld_lr_is finished [took 23.2296s]
24/01/24 12:09:58| INFO bin_sld_lr_is finished [took 26.0781s]
24/01/24 12:09:59| INFO Dataset sample [0.2 0.8] of dataset imdb finished [took 27.7236s]
24/01/24 12:09:59| INFO Dataset sample [0.3 0.7] of dataset imdb started
24/01/24 12:10:10| INFO ref finished [took 11.0907s]
24/01/24 12:10:16| INFO cross finished [took 17.2138s]
24/01/24 12:10:17| INFO doc finished [took 18.1902s]
24/01/24 12:10:18| INFO atc_mc finished [took 18.5599s]
24/01/24 12:10:20| INFO m3w_sld_lr_is finished [took 20.5617s]
24/01/24 12:10:23| INFO mul_sld_lr_is finished [took 23.7925s]
24/01/24 12:10:23| INFO bin_sld_lr_is finished [took 24.2220s]
24/01/24 12:10:23| INFO Dataset sample [0.3 0.7] of dataset imdb finished [took 24.8431s]
24/01/24 12:10:23| INFO Dataset sample [0.4 0.6] of dataset imdb started
24/01/24 12:10:39| INFO atc_mc finished [took 15.1638s]
24/01/24 12:10:40| INFO cross finished [took 15.8457s]
24/01/24 12:10:40| INFO ref finished [took 15.8037s]
24/01/24 12:10:42| INFO doc finished [took 18.0147s]
24/01/24 12:10:44| INFO m3w_sld_lr_is finished [took 20.2900s]
24/01/24 12:10:48| INFO mul_sld_lr_is finished [took 24.3546s]
24/01/24 12:10:50| INFO bin_sld_lr_is finished [took 26.0836s]
24/01/24 12:10:50| INFO Dataset sample [0.4 0.6] of dataset imdb finished [took 26.5907s]
24/01/24 12:10:50| INFO Dataset sample [0.5 0.5] of dataset imdb started
24/01/24 12:11:02| INFO ref finished [took 11.2710s]
24/01/24 12:11:05| INFO atc_mc finished [took 14.7841s]
24/01/24 12:11:09| INFO doc finished [took 18.2885s]
24/01/24 12:11:10| INFO cross finished [took 18.8918s]
24/01/24 12:11:12| INFO bin_sld_lr_is finished [took 21.5611s]
24/01/24 12:11:14| INFO m3w_sld_lr_is finished [took 23.0547s]
24/01/24 12:11:15| INFO mul_sld_lr_is finished [took 24.3590s]
24/01/24 12:11:15| INFO Dataset sample [0.5 0.5] of dataset imdb finished [took 24.9566s]
24/01/24 12:11:15| INFO Dataset sample [0.6 0.4] of dataset imdb started
24/01/24 12:11:26| INFO ref finished [took 11.0140s]
24/01/24 12:11:30| INFO atc_mc finished [took 14.5850s]
24/01/24 12:11:33| INFO doc finished [took 17.4349s]
24/01/24 12:11:34| INFO cross finished [took 18.7271s]
24/01/24 12:11:35| INFO m3w_sld_lr_is finished [took 19.9088s]
24/01/24 12:11:37| INFO bin_sld_lr_is finished [took 21.6616s]
24/01/24 12:11:43| INFO mul_sld_lr_is finished [took 27.6337s]
24/01/24 12:11:43| INFO Dataset sample [0.6 0.4] of dataset imdb finished [took 28.2386s]
24/01/24 12:11:43| INFO Dataset sample [0.7 0.3] of dataset imdb started
24/01/24 12:11:59| INFO atc_mc finished [took 14.7415s]
24/01/24 12:12:00| INFO cross finished [took 15.7995s]
24/01/24 12:12:00| INFO ref finished [took 15.8525s]
24/01/24 12:12:02| INFO doc finished [took 17.6561s]
24/01/24 12:12:04| INFO m3w_sld_lr_is finished [took 20.0729s]
24/01/24 12:12:09| INFO mul_sld_lr_is finished [took 24.6572s]
24/01/24 12:12:10| INFO bin_sld_lr_is finished [took 25.5624s]
24/01/24 12:12:10| INFO Dataset sample [0.7 0.3] of dataset imdb finished [took 26.3533s]
24/01/24 12:12:10| INFO Dataset sample [0.8 0.2] of dataset imdb started
24/01/24 12:12:25| INFO atc_mc finished [took 14.8116s]
24/01/24 12:12:26| INFO cross finished [took 15.7302s]
24/01/24 12:12:26| INFO ref finished [took 15.9002s]
24/01/24 12:12:27| INFO doc finished [took 17.3670s]
24/01/24 12:12:30| INFO m3w_sld_lr_is finished [took 19.6948s]
24/01/24 12:12:38| INFO mul_sld_lr_is finished [took 28.2433s]
24/01/24 12:12:42| INFO bin_sld_lr_is finished [took 31.5858s]
24/01/24 12:12:42| INFO Dataset sample [0.8 0.2] of dataset imdb finished [took 32.1092s]
24/01/24 12:12:42| INFO Dataset sample [0.9 0.1] of dataset imdb started
24/01/24 12:12:53| INFO ref finished [took 10.7471s]
24/01/24 12:12:57| INFO atc_mc finished [took 14.4164s]
24/01/24 12:12:59| INFO doc finished [took 17.1777s]
24/01/24 12:13:02| INFO cross finished [took 19.7801s]
24/01/24 12:13:03| INFO mul_sld_lr_is finished [took 20.6323s]
24/01/24 12:13:05| INFO m3w_sld_lr_is finished [took 22.4820s]
24/01/24 12:13:11| INFO bin_sld_lr_is finished [took 28.3609s]
24/01/24 12:13:11| INFO Dataset sample [0.9 0.1] of dataset imdb finished [took 28.8740s]
----------------------------------------------------------------------------------------------------
24/01/24 12:18:54| INFO dataset imdb [pool size: 10]
24/01/24 12:18:54| INFO Dataset sample [0.1 0.9] of dataset imdb started
24/01/24 12:19:06| INFO ref finished [took 10.7097s]
24/01/24 12:19:13| INFO doc finished [took 17.7875s]
24/01/24 12:19:14| INFO cross finished [took 18.5481s]
24/01/24 12:19:14| INFO atc_mc finished [took 18.2430s]
24/01/24 12:19:16| INFO m3w_sld_lr_is finished [took 20.0519s]
24/01/24 12:19:17| INFO mul_sld_lr_is finished [took 20.8258s]
24/01/24 12:19:19| INFO bin_sld_lr_is finished [took 23.9456s]
24/01/24 12:19:20| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 25.7064s]
24/01/24 12:19:20| INFO Dataset sample [0.2 0.8] of dataset imdb started
24/01/24 12:19:35| INFO ref finished [took 14.8373s]
24/01/24 12:19:35| INFO atc_mc finished [took 14.9083s]
24/01/24 12:19:38| INFO cross finished [took 16.2777s]
24/01/24 12:19:38| INFO doc finished [took 18.1157s]
24/01/24 12:19:44| INFO mul_sld_lr_is finished [took 23.0239s]
24/01/24 12:19:44| INFO m3w_sld_lr_is finished [took 22.6621s]
24/01/24 12:19:47| INFO bin_sld_lr_is finished [took 25.8600s]
24/01/24 12:19:47| INFO Dataset sample [0.2 0.8] of dataset imdb finished [took 27.6711s]
24/01/24 12:19:47| INFO Dataset sample [0.3 0.7] of dataset imdb started
24/01/24 12:19:58| INFO ref finished [took 10.6138s]
24/01/24 12:20:02| INFO atc_mc finished [took 14.7339s]
24/01/24 12:20:04| INFO cross finished [took 16.4277s]
24/01/24 12:20:05| INFO doc finished [took 16.9200s]
24/01/24 12:20:10| INFO bin_sld_lr_is finished [took 22.0915s]
24/01/24 12:20:10| INFO m3w_sld_lr_is finished [took 22.6873s]
24/01/24 12:20:14| INFO mul_sld_lr_is finished [took 25.8545s]
24/01/24 12:20:14| INFO Dataset sample [0.3 0.7] of dataset imdb finished [took 26.4938s]
24/01/24 12:20:14| INFO Dataset sample [0.4 0.6] of dataset imdb started
24/01/24 12:20:25| INFO ref finished [took 10.8960s]
24/01/24 12:20:31| INFO cross finished [took 16.6191s]
24/01/24 12:20:32| INFO doc finished [took 17.4811s]
24/01/24 12:20:32| INFO atc_mc finished [took 17.8784s]
24/01/24 12:20:37| INFO bin_sld_lr_is finished [took 22.4167s]
24/01/24 12:20:37| INFO m3w_sld_lr_is finished [took 22.6359s]
24/01/24 12:20:38| INFO mul_sld_lr_is finished [took 24.1621s]
24/01/24 12:20:38| INFO Dataset sample [0.4 0.6] of dataset imdb finished [took 24.6303s]
24/01/24 12:20:38| INFO Dataset sample [0.5 0.5] of dataset imdb started
24/01/24 12:20:50| INFO ref finished [took 10.7891s]
24/01/24 12:20:54| INFO atc_mc finished [took 14.7351s]
24/01/24 12:20:58| INFO cross finished [took 19.1366s]
24/01/24 12:20:58| INFO m3w_sld_lr_is finished [took 19.5918s]
24/01/24 12:20:59| INFO doc finished [took 20.5956s]
24/01/24 12:21:00| INFO bin_sld_lr_is finished [took 21.3996s]
24/01/24 12:21:03| INFO mul_sld_lr_is finished [took 24.1103s]
24/01/24 12:21:03| INFO Dataset sample [0.5 0.5] of dataset imdb finished [took 24.6419s]
24/01/24 12:21:03| INFO Dataset sample [0.6 0.4] of dataset imdb started
24/01/24 12:21:14| INFO ref finished [took 10.9359s]
24/01/24 12:21:18| INFO atc_mc finished [took 14.6013s]
24/01/24 12:21:20| INFO cross finished [took 16.1819s]
24/01/24 12:21:21| INFO doc finished [took 17.1015s]
24/01/24 12:21:24| INFO m3w_sld_lr_is finished [took 20.9678s]
24/01/24 12:21:27| INFO bin_sld_lr_is finished [took 23.2081s]
24/01/24 12:21:31| INFO mul_sld_lr_is finished [took 27.5530s]
24/01/24 12:21:31| INFO Dataset sample [0.6 0.4] of dataset imdb finished [took 28.1766s]
24/01/24 12:21:31| INFO Dataset sample [0.7 0.3] of dataset imdb started
24/01/24 12:21:46| INFO atc_mc finished [took 14.5127s]
24/01/24 12:21:48| INFO ref finished [took 15.5370s]
24/01/24 12:21:49| INFO doc finished [took 17.2297s]
24/01/24 12:21:52| INFO m3w_sld_lr_is finished [took 19.8190s]
24/01/24 12:21:52| INFO cross finished [took 20.1298s]
24/01/24 12:21:54| INFO bin_sld_lr_is finished [took 22.4242s]
24/01/24 12:21:56| INFO mul_sld_lr_is finished [took 24.1374s]
24/01/24 12:21:56| INFO Dataset sample [0.7 0.3] of dataset imdb finished [took 24.8401s]
24/01/24 12:21:56| INFO Dataset sample [0.8 0.2] of dataset imdb started
24/01/24 12:22:07| INFO ref finished [took 10.4723s]
24/01/24 12:22:11| INFO atc_mc finished [took 14.2361s]
24/01/24 12:22:12| INFO cross finished [took 15.7363s]
24/01/24 12:22:15| INFO doc finished [took 18.3765s]
24/01/24 12:22:17| INFO m3w_sld_lr_is finished [took 20.6833s]
24/01/24 12:22:24| INFO bin_sld_lr_is finished [took 27.9711s]
24/01/24 12:22:26| INFO mul_sld_lr_is finished [took 29.2347s]
24/01/24 12:22:26| INFO Dataset sample [0.8 0.2] of dataset imdb finished [took 29.7834s]
24/01/24 12:22:26| INFO Dataset sample [0.9 0.1] of dataset imdb started
24/01/24 12:22:38| INFO ref finished [took 12.1005s]
24/01/24 12:22:41| INFO cross finished [took 14.4871s]
24/01/24 12:22:41| INFO atc_mc finished [took 14.6600s]
24/01/24 12:22:44| INFO doc finished [took 18.1689s]
24/01/24 12:22:45| INFO m3w_sld_lr_is finished [took 19.2001s]
24/01/24 12:22:49| INFO mul_sld_lr_is finished [took 22.1600s]
24/01/24 12:22:56| INFO bin_sld_lr_is finished [took 29.8913s]
24/01/24 12:22:56| INFO Dataset sample [0.9 0.1] of dataset imdb finished [took 30.3839s]
----------------------------------------------------------------------------------------------------
07/03/24 19:58:33| INFO dataset imdb [pool size: 10]
07/03/24 19:58:34| INFO Dataset sample [0.1 0.9] of dataset imdb started
07/03/24 19:58:44| INFO ref finished [took 8.8355s]
07/03/24 19:58:47| INFO atc_mc finished [took 12.2906s]
07/03/24 19:58:49| INFO doc finished [took 14.4880s]
07/03/24 19:59:02| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.01297) [took 12.3215s]
07/03/24 19:59:24| INFO bin_sld_lr_gs finished [took 34.5666s]
07/03/24 19:59:24| INFO Dataset sample [0.1 0.9] of dataset imdb finished [took 50.8695s]
07/03/24 19:59:24| INFO Dataset sample [0.2 0.8] of dataset imdb started
07/03/24 19:59:34| INFO ref finished [took 9.1637s]
07/03/24 19:59:37| INFO atc_mc finished [took 11.8823s]
07/03/24 19:59:40| INFO doc finished [took 14.8240s]
07/03/24 20:00:07| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00805) [took 27.2140s]
----------------------------------------------------------------------------------------------------
07/03/24 20:00:35| INFO dataset rcv1_GCAT [pool size: 10]
07/03/24 20:00:35| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
07/03/24 20:01:05| INFO ref finished [took 28.5818s]
07/03/24 20:01:08| INFO atc_mc finished [took 31.6592s]
07/03/24 20:01:11| INFO doc finished [took 33.9302s]
07/03/24 20:01:13| WARNING Method bin_sld_lr_gs failed. Exception: no combination of hyperparameters seem to work
07/03/24 20:01:13| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 38.0514s]
07/03/24 20:01:13| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT started
----------------------------------------------------------------------------------------------------
07/03/24 20:06:41| INFO dataset rcv1_GCAT [pool size: 10]
07/03/24 20:06:41| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
07/03/24 20:07:11| INFO ref finished [took 28.1024s]
07/03/24 20:07:14| INFO atc_mc finished [took 31.6235s]
07/03/24 20:07:16| INFO doc finished [took 33.7466s]
07/03/24 20:07:19| WARNING Method bin_sld_lr_gs failed. Exception: no combination of hyperparameters seem to work
07/03/24 20:07:19| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 37.8741s]
----------------------------------------------------------------------------------------------------
07/03/24 20:07:32| INFO dataset rcv1_GCAT [pool size: 10]
07/03/24 20:07:32| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
07/03/24 20:07:34| WARNING Method bin_sld_lr_is failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
07/03/24 20:08:03| INFO ref finished [took 28.6003s]
07/03/24 20:08:06| INFO atc_mc finished [took 31.9771s]
07/03/24 20:08:07| INFO doc finished [took 33.3084s]
07/03/24 20:08:10| WARNING Method bin_sld_lr_gs failed. Exception: no combination of hyperparameters seem to work
07/03/24 20:08:10| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 37.3895s]
----------------------------------------------------------------------------------------------------
19/03/24 13:45:06| INFO dataset rcv1_GCAT [pool size: 10]
19/03/24 13:45:06| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
19/03/24 13:45:07| WARNING Method bin_sld_lr_is failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
19/03/24 13:45:35| INFO ref finished [took 27.7958s]
19/03/24 13:45:38| INFO atc_mc finished [took 31.0394s]
19/03/24 13:45:41| INFO doc finished [took 33.5261s]
19/03/24 13:45:43| WARNING Method bin_sld_lr_gs failed. Exception: no combination of hyperparameters seem to work
19/03/24 13:45:44| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 38.0286s]
----------------------------------------------------------------------------------------------------
19/03/24 13:46:06| INFO dataset rcv1_GCAT [pool size: 10]
19/03/24 13:46:06| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
19/03/24 13:46:07| WARNING Method bin_sld_lr_is failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
19/03/24 13:46:35| INFO ref finished [took 27.7592s]
19/03/24 13:46:39| INFO atc_mc finished [took 31.2291s]
19/03/24 13:46:41| INFO doc finished [took 33.4684s]
19/03/24 13:46:41| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 35.3567s]
----------------------------------------------------------------------------------------------------
19/03/24 13:48:21| INFO dataset rcv1_GCAT [pool size: 10]
19/03/24 13:48:21| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
19/03/24 13:48:22| WARNING Method bin_sld_lr_is failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
19/03/24 13:48:50| INFO ref finished [took 27.4811s]
19/03/24 13:48:54| INFO atc_mc finished [took 31.5975s]
19/03/24 13:48:56| INFO doc finished [took 33.6588s]
19/03/24 13:48:56| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 35.4838s]
----------------------------------------------------------------------------------------------------
19/03/24 13:49:52| INFO dataset rcv1_GCAT [pool size: 10]
19/03/24 13:49:52| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
19/03/24 13:49:54| WARNING Method bin_sld_lr_is failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
19/03/24 13:50:22| INFO ref finished [took 27.8656s]
19/03/24 13:50:25| INFO atc_mc finished [took 30.5674s]
19/03/24 13:50:27| INFO doc finished [took 33.0146s]
19/03/24 13:50:27| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 34.9069s]
----------------------------------------------------------------------------------------------------
19/03/24 18:16:33| INFO dataset rcv1_GCAT [pool size: 10]
19/03/24 18:16:34| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
19/03/24 18:16:35| WARNING Method bin_sld_lr_is failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
19/03/24 18:17:03| INFO ref finished [took 28.0456s]
19/03/24 18:17:07| INFO atc_mc finished [took 31.8627s]
19/03/24 18:17:09| INFO doc finished [took 33.9372s]
19/03/24 18:17:09| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 35.8737s]
----------------------------------------------------------------------------------------------------
22/03/24 17:39:01| INFO dataset rcv1_GCAT [pool size: 10]
22/03/24 17:39:01| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
22/03/24 17:39:03| WARNING Method bin_sld_lr_is failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
22/03/24 17:39:32| INFO ref finished [took 28.5519s]
22/03/24 17:39:34| INFO atc_mc finished [took 31.3473s]
22/03/24 17:39:37| INFO doc finished [took 33.8775s]
22/03/24 17:39:37| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 35.7640s]
----------------------------------------------------------------------------------------------------
22/03/24 17:40:03| INFO dataset rcv1_GCAT [pool size: 10]
22/03/24 17:40:03| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
22/03/24 17:40:05| WARNING Method bin_sld_lr_is failed. Exception: 'numpy.ndarray' object has no attribute 'Xy'
22/03/24 17:40:33| INFO ref finished [took 28.3034s]
22/03/24 17:40:37| INFO atc_mc finished [took 32.0578s]
22/03/24 17:40:38| INFO doc finished [took 33.4997s]
22/03/24 17:40:38| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 35.3824s]
----------------------------------------------------------------------------------------------------
22/03/24 17:41:41| INFO dataset rcv1_GCAT [pool size: 10]
22/03/24 17:41:41| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
----------------------------------------------------------------------------------------------------
22/03/24 17:45:54| INFO dataset rcv1_GCAT [pool size: 10]
22/03/24 17:45:54| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
22/03/24 17:46:24| INFO ref finished [took 28.5613s]
22/03/24 17:46:28| INFO atc_mc finished [took 32.3978s]
22/03/24 17:46:30| INFO doc finished [took 34.5604s]
22/03/24 17:46:33| INFO bin_sld_lr_is finished [took 37.7079s]
22/03/24 17:46:33| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 39.5748s]
----------------------------------------------------------------------------------------------------
23/03/24 13:00:32| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 13:00:32| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 13:01:04| INFO ref finished [took 30.7154s]
23/03/24 13:01:08| INFO atc_mc finished [took 34.5902s]
23/03/24 13:01:10| INFO doc finished [took 36.6377s]
23/03/24 13:01:14| INFO bin_sld_lr_is finished [took 40.2864s]
23/03/24 13:01:14| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 42.3007s]
----------------------------------------------------------------------------------------------------
23/03/24 13:01:54| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 13:01:54| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 13:02:26| INFO ref finished [took 30.4022s]
23/03/24 13:02:30| INFO atc_mc finished [took 34.2698s]
23/03/24 13:02:32| INFO doc finished [took 35.8748s]
23/03/24 13:02:34| INFO bin_sld_lr_is finished [took 38.3595s]
23/03/24 13:02:34| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 40.4090s]
----------------------------------------------------------------------------------------------------
23/03/24 13:03:49| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 13:03:49| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 13:04:19| INFO ref finished [took 28.5940s]
23/03/24 13:04:22| INFO atc_mc finished [took 32.1501s]
23/03/24 13:04:25| INFO doc finished [took 34.3531s]
23/03/24 13:04:28| INFO bin_sld_lr_is finished [took 37.5110s]
23/03/24 13:04:28| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 39.3598s]
----------------------------------------------------------------------------------------------------
23/03/24 13:05:25| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 13:05:25| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 13:05:55| INFO ref finished [took 28.5704s]
23/03/24 13:05:59| INFO atc_mc finished [took 32.0294s]
23/03/24 13:06:01| INFO doc finished [took 34.5325s]
23/03/24 13:06:05| INFO bin_sld_lr_is finished [took 37.9766s]
23/03/24 13:06:05| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 39.8671s]
----------------------------------------------------------------------------------------------------
23/03/24 13:07:02| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 13:07:02| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 13:07:35| INFO ref finished [took 31.4744s]
23/03/24 13:07:39| INFO atc_mc finished [took 35.0584s]
23/03/24 13:07:41| INFO doc finished [took 37.2185s]
23/03/24 13:07:45| INFO bin_sld_lr_is finished [took 40.7480s]
23/03/24 13:07:45| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 42.7163s]
----------------------------------------------------------------------------------------------------
23/03/24 13:24:27| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 13:24:27| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 13:24:59| INFO ref finished [took 30.9595s]
23/03/24 13:25:03| INFO atc_mc finished [took 34.8632s]
23/03/24 13:25:06| INFO doc finished [took 37.2251s]
23/03/24 13:25:08| INFO bin_sld_lr_is finished [took 40.1157s]
23/03/24 13:25:09| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 42.1099s]
----------------------------------------------------------------------------------------------------
23/03/24 13:26:22| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 13:26:22| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 13:26:55| INFO ref finished [took 31.6397s]
23/03/24 13:26:58| INFO atc_mc finished [took 34.9376s]
23/03/24 13:27:01| INFO doc finished [took 37.2554s]
23/03/24 13:27:04| INFO bin_sld_lr_is finished [took 40.7601s]
23/03/24 13:27:05| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 42.7638s]
----------------------------------------------------------------------------------------------------
23/03/24 13:28:54| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 13:28:54| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 13:29:26| INFO ref finished [took 30.7394s]
23/03/24 13:29:30| INFO atc_mc finished [took 34.5038s]
23/03/24 13:29:36| INFO doc finished [took 40.0651s]
23/03/24 13:29:36| INFO bin_sld_lr_is finished [took 40.2645s]
23/03/24 13:29:36| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 42.2545s]
----------------------------------------------------------------------------------------------------
23/03/24 13:30:00| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 13:30:00| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 13:30:33| INFO ref finished [took 31.7178s]
23/03/24 13:30:36| INFO atc_mc finished [took 34.7653s]
23/03/24 13:30:38| INFO doc finished [took 36.7705s]
23/03/24 13:30:42| INFO bin_sld_lr_is finished [took 40.1862s]
23/03/24 13:30:42| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 42.2471s]
----------------------------------------------------------------------------------------------------
23/03/24 13:35:15| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 13:35:15| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 13:35:49| INFO ref finished [took 31.5491s]
23/03/24 13:35:52| INFO atc_mc finished [took 35.1538s]
23/03/24 13:35:54| INFO doc finished [took 36.8684s]
23/03/24 13:35:56| INFO bin_sld_lr_is finished [took 38.4952s]
23/03/24 13:35:56| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 40.4850s]
----------------------------------------------------------------------------------------------------
23/03/24 13:36:24| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 13:36:24| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 13:36:57| INFO ref finished [took 31.4153s]
23/03/24 13:37:00| INFO atc_mc finished [took 34.5550s]
23/03/24 13:37:03| INFO doc finished [took 37.0116s]
23/03/24 13:37:06| INFO bin_sld_lr_is finished [took 40.0674s]
23/03/24 13:37:06| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 42.0524s]
----------------------------------------------------------------------------------------------------
23/03/24 13:37:34| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 13:37:34| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 13:38:07| INFO ref finished [took 30.9769s]
23/03/24 13:38:11| INFO atc_mc finished [took 34.5735s]
23/03/24 13:38:13| INFO doc finished [took 36.7363s]
23/03/24 13:38:16| INFO bin_sld_lr_is finished [took 40.1879s]
23/03/24 13:38:17| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 42.2425s]
----------------------------------------------------------------------------------------------------
23/03/24 14:13:28| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 14:13:28| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 14:14:01| INFO ref finished [took 31.4967s]
23/03/24 14:14:04| INFO atc_mc finished [took 34.6677s]
23/03/24 14:14:06| INFO doc finished [took 36.7043s]
23/03/24 14:14:10| INFO bin_sld_lr_is finished [took 40.2211s]
23/03/24 14:14:10| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 42.2654s]
----------------------------------------------------------------------------------------------------
23/03/24 14:16:10| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 14:16:10| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 14:16:43| INFO ref finished [took 31.1894s]
23/03/24 14:16:47| INFO atc_mc finished [took 34.8766s]
23/03/24 14:16:49| INFO doc finished [took 37.0967s]
23/03/24 14:16:53| INFO bin_sld_lr_is finished [took 41.1031s]
23/03/24 14:16:53| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 43.1300s]
----------------------------------------------------------------------------------------------------
23/03/24 14:22:37| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 14:22:37| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 14:23:10| INFO ref finished [took 31.1393s]
23/03/24 14:23:14| INFO atc_mc finished [took 35.0549s]
23/03/24 14:23:17| INFO doc finished [took 37.5532s]
23/03/24 14:23:20| INFO bin_sld_lr_is finished [took 40.7132s]
23/03/24 14:23:20| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 42.7365s]
----------------------------------------------------------------------------------------------------
23/03/24 14:27:10| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 14:27:10| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 14:27:43| INFO ref finished [took 31.1400s]
23/03/24 14:27:46| INFO atc_mc finished [took 34.6528s]
23/03/24 14:27:49| INFO doc finished [took 37.0410s]
23/03/24 14:27:52| INFO bin_sld_lr_is finished [took 40.2650s]
23/03/24 14:27:52| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 42.1148s]
----------------------------------------------------------------------------------------------------
23/03/24 16:54:56| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 16:54:56| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 16:55:27| INFO ref finished [took 29.0701s]
23/03/24 16:55:29| INFO atc_mc finished [took 31.9601s]
23/03/24 16:55:32| INFO doc finished [took 34.4162s]
23/03/24 16:55:36| INFO bin_sld_lr_is finished [took 38.5255s]
23/03/24 16:55:36| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 40.3901s]
----------------------------------------------------------------------------------------------------
23/03/24 17:26:57| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 17:26:57| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 17:26:59| WARNING Method bin_sld_lr_is failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
23/03/24 17:27:27| INFO ref finished [took 28.2144s]
23/03/24 17:27:31| INFO atc_mc finished [took 32.2246s]
23/03/24 17:27:33| INFO doc finished [took 34.0537s]
23/03/24 17:27:33| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 35.9403s]
----------------------------------------------------------------------------------------------------
23/03/24 17:27:49| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 17:27:49| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT started
23/03/24 17:28:19| INFO ref finished [took 28.9425s]
23/03/24 17:28:23| INFO atc_mc finished [took 32.7912s]
23/03/24 17:28:25| INFO doc finished [took 34.3141s]
23/03/24 17:28:27| INFO bin_sld_lr_is finished [took 36.4641s]
23/03/24 17:28:27| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT finished [took 38.2816s]
----------------------------------------------------------------------------------------------------
23/03/24 17:28:39| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 17:28:39| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT started
23/03/24 17:29:10| INFO ref finished [took 29.1823s]
23/03/24 17:29:14| INFO atc_mc finished [took 32.6478s]
23/03/24 17:29:16| INFO doc finished [took 34.7360s]
23/03/24 17:29:18| INFO bin_sld_lr_is finished [took 36.4193s]
23/03/24 17:29:18| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT finished [took 38.3387s]
----------------------------------------------------------------------------------------------------
23/03/24 17:30:52| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 17:30:52| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT started
----------------------------------------------------------------------------------------------------
23/03/24 17:32:15| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 17:32:15| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT started
23/03/24 17:32:45| INFO ref finished [took 29.1730s]
23/03/24 17:32:49| INFO atc_mc finished [took 32.2855s]
23/03/24 17:32:51| INFO doc finished [took 34.7664s]
23/03/24 17:32:58| INFO bin_sld_lr_is finished [took 41.7819s]
23/03/24 17:32:58| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT finished [took 43.7025s]
----------------------------------------------------------------------------------------------------
23/03/24 17:34:24| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 17:34:24| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT started
23/03/24 17:34:55| INFO ref finished [took 29.2206s]
23/03/24 17:34:59| INFO atc_mc finished [took 32.8052s]
23/03/24 17:35:00| INFO doc finished [took 34.2601s]
23/03/24 17:35:06| INFO bin_sld_lr_is finished [took 40.7150s]
23/03/24 17:35:07| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT finished [took 42.6306s]
----------------------------------------------------------------------------------------------------
23/03/24 17:36:08| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 17:36:08| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT started
23/03/24 17:36:39| INFO ref finished [took 29.4468s]
23/03/24 17:36:42| INFO atc_mc finished [took 32.4536s]
23/03/24 17:36:44| INFO doc finished [took 34.3966s]
23/03/24 17:36:52| INFO bin_sld_lr_is finished [took 42.2660s]
23/03/24 17:36:52| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT finished [took 44.2113s]
----------------------------------------------------------------------------------------------------
23/03/24 17:37:09| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 17:37:09| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT started
23/03/24 17:37:11| INFO ref finished [took 0.3189s]
23/03/24 17:37:11| INFO atc_mc finished [took 0.3843s]
23/03/24 17:37:11| INFO bin_sld_lr_is finished [took 0.5766s]
23/03/24 17:37:16| INFO doc finished [took 5.0570s]
23/03/24 17:37:16| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT finished [took 6.9932s]
----------------------------------------------------------------------------------------------------
23/03/24 17:38:05| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 17:38:05| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT started
23/03/24 17:38:07| INFO ref finished [took 0.3215s]
23/03/24 17:38:07| INFO atc_mc finished [took 0.3767s]
23/03/24 17:38:07| INFO bin_sld_lr_is finished [took 0.5589s]
23/03/24 17:38:12| INFO doc finished [took 5.1400s]
23/03/24 17:38:12| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT finished [took 7.0756s]
----------------------------------------------------------------------------------------------------
23/03/24 17:38:19| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 17:38:19| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT started
23/03/24 17:38:21| INFO ref finished [took 0.3299s]
23/03/24 17:38:21| INFO atc_mc finished [took 0.3700s]
23/03/24 17:38:22| INFO bin_sld_lr_is finished [took 0.5536s]
23/03/24 17:38:26| INFO doc finished [took 5.1714s]
23/03/24 17:38:26| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT finished [took 7.1128s]
----------------------------------------------------------------------------------------------------
23/03/24 17:38:33| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 17:38:33| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT started
23/03/24 17:39:04| INFO ref finished [took 29.4347s]
23/03/24 17:39:08| INFO atc_mc finished [took 32.6589s]
23/03/24 17:39:09| INFO doc finished [took 34.0316s]
23/03/24 17:39:15| INFO bin_sld_lr_is finished [took 40.3601s]
23/03/24 17:39:16| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT finished [took 42.2535s]
----------------------------------------------------------------------------------------------------
23/03/24 17:40:25| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 17:40:25| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT started
23/03/24 17:40:56| INFO ref finished [took 29.4779s]
23/03/24 17:41:00| INFO atc_mc finished [took 33.2235s]
23/03/24 17:41:01| INFO doc finished [took 34.8981s]
23/03/24 17:41:08| INFO bin_sld_lr_is finished [took 41.0836s]
23/03/24 17:41:08| INFO mul_sld_lr_is finished [took 41.8461s]
23/03/24 17:41:09| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT finished [took 43.8091s]
----------------------------------------------------------------------------------------------------
23/03/24 17:41:24| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 17:41:24| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 17:41:25| WARNING Method bin_sld_lr_is failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
23/03/24 17:41:55| INFO ref finished [took 29.4966s]
23/03/24 17:41:58| INFO atc_mc finished [took 33.0054s]
23/03/24 17:42:00| INFO doc finished [took 34.5157s]
23/03/24 17:42:05| INFO mul_sld_lr_is finished [took 39.2460s]
23/03/24 17:42:05| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 41.1783s]
23/03/24 17:42:05| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT started
23/03/24 17:42:36| INFO ref finished [took 29.9055s]
23/03/24 17:42:40| INFO atc_mc finished [took 33.0051s]
23/03/24 17:42:42| INFO doc finished [took 35.3254s]
23/03/24 17:42:48| INFO mul_sld_lr_is finished [took 41.1086s]
23/03/24 17:42:49| INFO bin_sld_lr_is finished [took 42.0787s]
23/03/24 17:42:49| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT finished [took 43.9374s]
23/03/24 17:42:49| INFO Dataset sample [0.3 0.7] of dataset rcv1_GCAT started
23/03/24 17:43:20| INFO ref finished [took 29.3024s]
23/03/24 17:43:22| INFO atc_mc finished [took 33.0082s]
23/03/24 17:43:25| INFO doc finished [took 35.1432s]
23/03/24 17:43:30| INFO bin_sld_lr_is finished [took 40.7482s]
23/03/24 17:43:32| INFO mul_sld_lr_is finished [took 42.1601s]
23/03/24 17:43:32| INFO Dataset sample [0.3 0.7] of dataset rcv1_GCAT finished [took 42.8091s]
23/03/24 17:43:32| INFO Dataset sample [0.4 0.6] of dataset rcv1_GCAT started
23/03/24 17:44:01| INFO ref finished [took 29.3167s]
23/03/24 17:44:05| INFO atc_mc finished [took 32.9997s]
23/03/24 17:44:08| INFO doc finished [took 35.4461s]
23/03/24 17:44:14| INFO bin_sld_lr_is finished [took 42.2606s]
23/03/24 17:44:15| INFO mul_sld_lr_is finished [took 43.0873s]
23/03/24 17:44:15| INFO Dataset sample [0.4 0.6] of dataset rcv1_GCAT finished [took 43.7627s]
23/03/24 17:44:15| INFO Dataset sample [0.5 0.5] of dataset rcv1_GCAT started
23/03/24 17:44:47| INFO ref finished [took 30.8422s]
23/03/24 17:44:50| INFO atc_mc finished [took 34.0480s]
23/03/24 17:44:51| INFO doc finished [took 35.5252s]
23/03/24 17:44:57| INFO bin_sld_lr_is finished [took 41.5550s]
23/03/24 17:44:59| INFO mul_sld_lr_is finished [took 42.7716s]
23/03/24 17:44:59| INFO Dataset sample [0.5 0.5] of dataset rcv1_GCAT finished [took 43.3850s]
23/03/24 17:44:59| INFO Dataset sample [0.6 0.4] of dataset rcv1_GCAT started
23/03/24 17:45:30| INFO ref finished [took 30.4643s]
23/03/24 17:45:34| INFO atc_mc finished [took 34.5937s]
23/03/24 17:45:36| INFO doc finished [took 36.4176s]
23/03/24 17:45:42| INFO bin_sld_lr_is finished [took 43.0109s]
23/03/24 17:45:44| INFO mul_sld_lr_is finished [took 44.2652s]
23/03/24 17:45:44| INFO Dataset sample [0.6 0.4] of dataset rcv1_GCAT finished [took 44.9128s]
23/03/24 17:45:44| INFO Dataset sample [0.7 0.3] of dataset rcv1_GCAT started
23/03/24 17:46:14| INFO ref finished [took 30.1696s]
23/03/24 17:46:19| INFO atc_mc finished [took 34.2701s]
23/03/24 17:46:20| INFO doc finished [took 35.4569s]
23/03/24 17:46:31| INFO mul_sld_lr_is finished [took 46.9930s]
23/03/24 17:46:34| INFO bin_sld_lr_is finished [took 49.7302s]
23/03/24 17:46:34| INFO Dataset sample [0.7 0.3] of dataset rcv1_GCAT finished [took 50.4071s]
23/03/24 17:46:34| INFO Dataset sample [0.8 0.2] of dataset rcv1_GCAT started
23/03/24 17:47:07| INFO ref finished [took 31.9256s]
23/03/24 17:47:09| INFO atc_mc finished [took 34.3939s]
23/03/24 17:47:11| INFO doc finished [took 36.7679s]
23/03/24 17:47:22| INFO bin_sld_lr_is finished [took 47.0653s]
23/03/24 17:47:31| INFO mul_sld_lr_is finished [took 56.3521s]
23/03/24 17:47:31| INFO Dataset sample [0.8 0.2] of dataset rcv1_GCAT finished [took 57.0191s]
23/03/24 17:47:31| INFO Dataset sample [0.9 0.1] of dataset rcv1_GCAT started
23/03/24 17:48:03| INFO ref finished [took 31.4172s]
23/03/24 17:48:07| INFO atc_mc finished [took 35.2173s]
23/03/24 17:48:09| INFO doc finished [took 37.7077s]
23/03/24 17:48:13| INFO bin_sld_lr_is finished [took 41.2463s]
23/03/24 17:48:19| INFO mul_sld_lr_is finished [took 47.2718s]
23/03/24 17:48:19| INFO Dataset sample [0.9 0.1] of dataset rcv1_GCAT finished [took 47.9285s]
----------------------------------------------------------------------------------------------------
23/03/24 17:56:57| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 17:56:58| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 17:56:59| WARNING Method bin_sld_lr_is failed. Exception: TrivialQuantifier.fit() takes 1 positional argument but 2 were given
----------------------------------------------------------------------------------------------------
23/03/24 17:58:28| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 17:58:28| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 17:58:59| INFO ref finished [took 29.4907s]
23/03/24 17:59:03| INFO atc_mc finished [took 33.1559s]
23/03/24 17:59:05| INFO doc finished [took 35.8358s]
----------------------------------------------------------------------------------------------------
23/03/24 17:59:12| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 17:59:12| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 17:59:43| INFO ref finished [took 29.6093s]
23/03/24 17:59:47| INFO atc_mc finished [took 33.4002s]
23/03/24 17:59:49| INFO doc finished [took 35.3542s]
23/03/24 17:59:52| INFO bin_sld_lr_is finished [took 38.2598s]
23/03/24 17:59:54| INFO mul_sld_lr_is finished [took 39.7618s]
23/03/24 17:59:54| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 41.7033s]
----------------------------------------------------------------------------------------------------
23/03/24 18:01:44| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 18:01:44| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 18:02:15| INFO ref finished [took 29.1981s]
23/03/24 18:02:19| INFO atc_mc finished [took 32.7179s]
23/03/24 18:02:21| INFO doc finished [took 35.2027s]
23/03/24 18:02:24| INFO bin_sld_lr_is finished [took 38.2967s]
23/03/24 18:02:32| INFO mul_sld_lr_is finished [took 45.5436s]
23/03/24 18:02:32| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 47.4588s]
23/03/24 18:02:32| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT started
23/03/24 18:03:03| INFO ref finished [took 29.3004s]
23/03/24 18:03:07| INFO atc_mc finished [took 33.1850s]
23/03/24 18:03:08| INFO doc finished [took 34.9167s]
23/03/24 18:03:12| INFO bin_sld_lr_is finished [took 39.0394s]
23/03/24 18:03:15| INFO mul_sld_lr_is finished [took 41.1164s]
23/03/24 18:03:15| INFO Dataset sample [0.2 0.8] of dataset rcv1_GCAT finished [took 42.9526s]
23/03/24 18:03:15| INFO Dataset sample [0.3 0.7] of dataset rcv1_GCAT started
23/03/24 18:03:46| INFO ref finished [took 29.5112s]
23/03/24 18:03:49| INFO atc_mc finished [took 33.5662s]
23/03/24 18:03:51| INFO doc finished [took 35.6094s]
23/03/24 18:03:56| INFO bin_sld_lr_is finished [took 40.6729s]
23/03/24 18:03:58| INFO mul_sld_lr_is finished [took 42.7415s]
23/03/24 18:03:58| INFO Dataset sample [0.3 0.7] of dataset rcv1_GCAT finished [took 43.4075s]
23/03/24 18:03:58| INFO Dataset sample [0.4 0.6] of dataset rcv1_GCAT started
23/03/24 18:04:29| INFO ref finished [took 29.9760s]
23/03/24 18:04:33| INFO atc_mc finished [took 33.9652s]
23/03/24 18:04:34| INFO doc finished [took 35.7287s]
----------------------------------------------------------------------------------------------------
23/03/24 18:04:43| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 18:04:43| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
----------------------------------------------------------------------------------------------------
23/03/24 18:05:31| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 18:05:31| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 18:06:01| INFO ref finished [took 28.6311s]
23/03/24 18:06:05| INFO atc_mc finished [took 32.6133s]
23/03/24 18:06:06| INFO doc finished [took 33.7780s]
23/03/24 18:06:10| INFO bin_sld_lr_is finished [took 37.3632s]
23/03/24 18:06:29| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.00501) [took 18.4370s]
23/03/24 18:07:05| INFO bin_sld_lr_gs finished [took 54.8471s]
23/03/24 18:07:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': None} (score=0.00802) [took 48.9164s]
23/03/24 18:08:31| INFO mul_sld_lr_gs finished [took 86.2093s]
23/03/24 18:09:24| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.00627) [took 52.3243s]
23/03/24 18:09:58| INFO m3w_sld_lr_gs finished [took 86.1278s]
23/03/24 18:09:58| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 266.7565s]
23/03/24 18:09:58| INFO Dataset sample [0.9 0.1] of dataset rcv1_GCAT started
23/03/24 18:10:27| INFO ref finished [took 28.7630s]
23/03/24 18:10:30| INFO atc_mc finished [took 32.1853s]
23/03/24 18:10:34| INFO doc finished [took 35.4845s]
23/03/24 18:10:40| INFO bin_sld_lr_is finished [took 41.9813s]
23/03/24 18:10:56| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.15038) [took 15.1406s]
23/03/24 18:11:32| INFO bin_sld_lr_gs finished [took 51.8936s]
23/03/24 18:12:50| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.00994) [took 77.2499s]
23/03/24 18:13:27| INFO mul_sld_lr_gs finished [took 114.7003s]
23/03/24 18:14:21| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00598) [took 53.4974s]
23/03/24 18:14:55| INFO m3w_sld_lr_gs finished [took 87.8074s]
23/03/24 18:14:55| INFO Dataset sample [0.9 0.1] of dataset rcv1_GCAT finished [took 297.3225s]
----------------------------------------------------------------------------------------------------
23/03/24 18:15:00| INFO dataset rcv1_MCAT [pool size: 10]
23/03/24 18:15:00| INFO Dataset sample [0.1 0.9] of dataset rcv1_MCAT started
23/03/24 18:15:29| INFO ref finished [took 29.5145s]
23/03/24 18:15:33| INFO atc_mc finished [took 33.1925s]
23/03/24 18:15:35| INFO doc finished [took 35.2185s]
23/03/24 18:15:39| INFO bin_sld_lr_is finished [took 38.9318s]
23/03/24 18:15:48| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': None} (score=0.00499) [took 8.4072s]
23/03/24 18:16:25| INFO bin_sld_lr_gs finished [took 45.3163s]
23/03/24 18:17:37| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': None} (score=0.00677) [took 72.8117s]
23/03/24 18:18:15| INFO mul_sld_lr_gs finished [took 110.2357s]
23/03/24 18:19:02| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00635) [took 46.9797s]
23/03/24 18:19:36| INFO m3w_sld_lr_gs finished [took 81.3292s]
23/03/24 18:19:36| INFO Dataset sample [0.1 0.9] of dataset rcv1_MCAT finished [took 276.7762s]
23/03/24 18:19:36| INFO Dataset sample [0.9 0.1] of dataset rcv1_MCAT started
23/03/24 18:20:06| INFO ref finished [took 29.4763s]
23/03/24 18:20:10| INFO atc_mc finished [took 32.8139s]
23/03/24 18:20:12| INFO doc finished [took 34.8111s]
23/03/24 18:20:22| INFO bin_sld_lr_is finished [took 45.3644s]
23/03/24 18:20:42| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': None} (score=0.13941) [took 19.8729s]
----------------------------------------------------------------------------------------------------
23/03/24 18:21:29| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 18:21:29| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
----------------------------------------------------------------------------------------------------
23/03/24 18:22:04| INFO dataset rcv1_GCAT [pool size: 10]
23/03/24 18:22:04| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT started
23/03/24 18:22:35| INFO ref finished [took 28.7281s]
23/03/24 18:22:38| INFO atc_mc finished [took 32.2898s]
23/03/24 18:22:40| INFO doc finished [took 34.0234s]
23/03/24 18:22:43| INFO bin_sld_lr_is finished [took 37.4724s]
23/03/24 18:23:02| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.00501) [took 18.4731s]
23/03/24 18:23:39| INFO bin_sld_lr_gs finished [took 54.7945s]
23/03/24 18:23:39| INFO Dataset sample [0.1 0.9] of dataset rcv1_GCAT finished [took 94.3622s]
23/03/24 18:23:39| INFO Dataset sample [0.9 0.1] of dataset rcv1_GCAT started
23/03/24 18:24:09| INFO ref finished [took 29.6324s]
23/03/24 18:24:11| INFO atc_mc finished [took 32.3203s]
23/03/24 18:24:13| INFO doc finished [took 34.3130s]
23/03/24 18:24:18| INFO bin_sld_lr_is finished [took 39.1886s]
23/03/24 18:24:35| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.00589) [took 16.3871s]
23/03/24 18:25:12| INFO bin_sld_lr_gs finished [took 53.6400s]
23/03/24 18:25:12| INFO Dataset sample [0.9 0.1] of dataset rcv1_GCAT finished [took 93.6040s]
----------------------------------------------------------------------------------------------------
23/03/24 18:28:02| INFO dataset twitter_gasp [pool size: 10]
23/03/24 18:28:02| INFO Dataset sample [0.1 0.1 0.8] of dataset twitter_gasp started
23/03/24 18:31:14| INFO ref finished [took 189.5881s]
23/03/24 18:31:50| INFO atc_mc finished [took 225.5500s]
23/03/24 18:33:11| INFO doc finished [took 306.3239s]
23/03/24 18:34:15| INFO bin_sld_lr_is finished [took 370.2931s]
23/03/24 18:34:15| INFO Dataset sample [0.1 0.1 0.8] of dataset twitter_gasp finished [took 373.0566s]
----------------------------------------------------------------------------------------------------
23/03/24 18:35:12| INFO dataset twitter_gasp [pool size: 10]
23/03/24 18:35:12| INFO Dataset sample [0.1 0.1 0.8] of dataset twitter_gasp started
23/03/24 18:38:26| INFO ref finished [took 190.6336s]
23/03/24 18:39:00| INFO atc_mc finished [took 224.8782s]
23/03/24 18:40:22| INFO doc finished [took 307.1053s]
23/03/24 18:41:24| INFO bin_sld_lr_is finished [took 368.5114s]
23/03/24 18:42:39| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.31780) [took 74.0675s]
23/03/24 18:48:52| INFO bin_sld_lr_gs finished [took 447.3591s]
23/03/24 18:48:52| INFO Dataset sample [0.1 0.1 0.8] of dataset twitter_gasp finished [took 819.8403s]
----------------------------------------------------------------------------------------------------
23/03/24 19:42:57| INFO dataset twitter_gasp [pool size: 10]
23/03/24 19:42:57| INFO Dataset sample [0.1 0.1 0.8] of dataset twitter_gasp started
23/03/24 19:45:47| INFO ref finished [took 167.4161s]
23/03/24 19:46:20| INFO atc_mc finished [took 200.6698s]
23/03/24 19:47:42| INFO doc finished [took 282.4151s]
23/03/24 19:48:55| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.31780) [took 71.2383s]
23/03/24 19:55:05| INFO bin_sld_lr_gs finished [took 441.6223s]
23/03/24 20:11:01| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.27695) [took 954.5342s]
23/03/24 20:16:29| INFO mul_sld_lr_gs finished [took 1282.8734s]
23/03/24 20:16:29| INFO Dataset sample [0.1 0.1 0.8] of dataset twitter_gasp finished [took 2012.0387s]
23/03/24 20:16:29| INFO Dataset sample [0.1 0.2 0.7] of dataset twitter_gasp started
23/03/24 20:19:25| INFO ref finished [took 171.3929s]
23/03/24 20:19:50| INFO atc_mc finished [took 196.6612s]
23/03/24 20:21:16| INFO doc finished [took 283.0184s]
23/03/24 20:23:37| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.20335) [took 137.0711s]
23/03/24 20:29:37| INFO bin_sld_lr_gs finished [took 496.6746s]
23/03/24 20:56:39| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.18306) [took 1619.0936s]
23/03/24 21:02:55| INFO mul_sld_lr_gs finished [took 1994.9100s]
23/03/24 21:02:55| INFO Dataset sample [0.1 0.2 0.7] of dataset twitter_gasp finished [took 2785.7228s]
23/03/24 21:02:55| INFO Dataset sample [0.1 0.3 0.6] of dataset twitter_gasp started
23/03/24 21:05:45| INFO ref finished [took 165.7900s]
23/03/24 21:06:25| INFO atc_mc finished [took 205.3993s]
23/03/24 21:07:32| INFO doc finished [took 273.2106s]
23/03/24 21:10:11| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': None} (score=0.45373) [took 154.4720s]
23/03/24 21:15:55| INFO bin_sld_lr_gs finished [took 498.7315s]
23/03/24 21:41:15| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.34115) [took 1517.1957s]
23/03/24 21:47:01| INFO mul_sld_lr_gs finished [took 1863.1379s]
23/03/24 21:47:01| INFO Dataset sample [0.1 0.3 0.6] of dataset twitter_gasp finished [took 2646.2735s]
23/03/24 21:47:01| INFO Dataset sample [0.1 0.4 0.5] of dataset twitter_gasp started
23/03/24 21:49:53| INFO ref finished [took 169.4108s]
23/03/24 21:50:27| INFO atc_mc finished [took 203.1705s]
23/03/24 21:51:40| INFO doc finished [took 276.5127s]
23/03/24 21:57:52| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': None} (score=0.39790) [took 369.1918s]
23/03/24 22:03:49| INFO bin_sld_lr_gs finished [took 726.3554s]
23/03/24 22:33:27| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.29012) [took 1776.7620s]
23/03/24 22:39:12| INFO mul_sld_lr_gs finished [took 2121.1486s]
23/03/24 22:39:12| INFO Dataset sample [0.1 0.4 0.5] of dataset twitter_gasp finished [took 3130.6817s]
23/03/24 22:39:12| INFO Dataset sample [0.1 0.5 0.4] of dataset twitter_gasp started
23/03/24 22:42:05| INFO ref finished [took 168.4307s]
23/03/24 22:42:41| INFO atc_mc finished [took 204.3716s]
23/03/24 22:43:53| INFO doc finished [took 276.3731s]
23/03/24 22:49:15| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': None} (score=0.38753) [took 317.5081s]
23/03/24 22:55:16| INFO bin_sld_lr_gs finished [took 678.0761s]
23/03/24 23:21:31| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.30605) [took 1569.6995s]
23/03/24 23:28:43| INFO mul_sld_lr_gs finished [took 2001.7825s]
23/03/24 23:28:43| INFO Dataset sample [0.1 0.5 0.4] of dataset twitter_gasp finished [took 2970.8333s]
23/03/24 23:28:43| INFO Dataset sample [0.1 0.6 0.3] of dataset twitter_gasp started
23/03/24 23:31:39| INFO ref finished [took 172.9644s]
23/03/24 23:31:59| INFO atc_mc finished [took 193.9490s]
23/03/24 23:33:28| INFO doc finished [took 282.4988s]
23/03/24 23:38:37| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.46894) [took 306.3956s]
23/03/24 23:45:15| INFO bin_sld_lr_gs finished [took 704.9389s]
24/03/24 00:13:34| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': None} (score=0.28360) [took 1697.4398s]
24/03/24 00:19:45| INFO mul_sld_lr_gs finished [took 2068.7239s]
24/03/24 00:19:45| INFO Dataset sample [0.1 0.6 0.3] of dataset twitter_gasp finished [took 3062.8557s]
24/03/24 00:19:46| INFO Dataset sample [0.1 0.7 0.2] of dataset twitter_gasp started
24/03/24 00:22:39| INFO ref finished [took 171.2353s]
24/03/24 00:23:05| INFO atc_mc finished [took 197.1845s]
24/03/24 00:24:30| INFO doc finished [took 281.6584s]
24/03/24 00:26:04| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.45066) [took 92.5093s]
24/03/24 00:33:15| INFO bin_sld_lr_gs finished [took 523.9133s]
24/03/24 00:52:25| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.15728) [took 1148.3511s]
24/03/24 00:59:13| INFO mul_sld_lr_gs finished [took 1555.8012s]
24/03/24 00:59:13| INFO Dataset sample [0.1 0.7 0.2] of dataset twitter_gasp finished [took 2367.1019s]
24/03/24 00:59:13| INFO Dataset sample [0.1 0.8 0.1] of dataset twitter_gasp started
24/03/24 01:02:01| INFO ref finished [took 165.6138s]
24/03/24 01:02:38| INFO atc_mc finished [took 202.0159s]
24/03/24 01:03:48| INFO doc finished [took 272.3917s]
24/03/24 01:05:20| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.32780) [took 89.5332s]
24/03/24 01:14:01| INFO bin_sld_lr_gs finished [took 610.9926s]
24/03/24 01:34:15| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.39650) [took 1212.0476s]
24/03/24 01:40:12| INFO mul_sld_lr_gs finished [took 1569.3225s]
24/03/24 01:40:12| INFO Dataset sample [0.1 0.8 0.1] of dataset twitter_gasp finished [took 2459.8550s]
24/03/24 01:40:13| INFO Dataset sample [0.2 0.1 0.7] of dataset twitter_gasp started
24/03/24 01:43:08| INFO ref finished [took 171.8125s]
24/03/24 01:43:41| INFO atc_mc finished [took 205.4032s]
24/03/24 01:44:50| INFO doc finished [took 274.7637s]
24/03/24 01:51:48| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.29861) [took 415.5057s]
24/03/24 01:57:37| INFO bin_sld_lr_gs finished [took 764.2145s]
24/03/24 02:24:40| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.08442) [took 1620.1289s]
24/03/24 02:32:04| INFO mul_sld_lr_gs finished [took 2064.8842s]
24/03/24 02:32:04| INFO Dataset sample [0.2 0.1 0.7] of dataset twitter_gasp finished [took 3111.7593s]
24/03/24 02:32:04| INFO Dataset sample [0.2 0.2 0.6] of dataset twitter_gasp started
24/03/24 02:34:59| INFO ref finished [took 171.7735s]
24/03/24 02:35:26| INFO atc_mc finished [took 198.4913s]
24/03/24 02:36:52| INFO doc finished [took 284.4719s]
24/03/24 02:55:15| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.10977) [took 1101.3241s]
24/03/24 03:06:36| INFO bin_sld_lr_gs finished [took 1782.1657s]
24/03/24 03:38:15| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': None} (score=0.10545) [took 1896.6195s]
24/03/24 03:44:22| INFO mul_sld_lr_gs finished [took 2263.4609s]
24/03/24 03:44:22| INFO Dataset sample [0.2 0.2 0.6] of dataset twitter_gasp finished [took 4337.6081s]
24/03/24 03:44:22| INFO Dataset sample [0.2 0.3 0.5] of dataset twitter_gasp started
24/03/24 03:47:16| INFO ref finished [took 169.1338s]
24/03/24 03:47:52| INFO atc_mc finished [took 205.8354s]
24/03/24 03:49:04| INFO doc finished [took 277.1275s]
24/03/24 04:06:25| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.05928) [took 1036.7130s]
24/03/24 04:28:27| INFO bin_sld_lr_gs finished [took 2358.3194s]
24/03/24 04:56:30| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.04820) [took 1678.8528s]
24/03/24 05:02:49| INFO mul_sld_lr_gs finished [took 2057.6758s]
24/03/24 05:02:49| INFO Dataset sample [0.2 0.3 0.5] of dataset twitter_gasp finished [took 4706.7902s]
24/03/24 05:02:49| INFO Dataset sample [0.2 0.4 0.4] of dataset twitter_gasp started
24/03/24 05:05:36| INFO ref finished [took 163.6101s]
24/03/24 05:06:16| INFO atc_mc finished [took 204.0339s]
24/03/24 05:07:38| INFO doc finished [took 285.2930s]
24/03/24 05:22:06| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.06817) [took 865.6232s]
24/03/24 05:32:03| INFO bin_sld_lr_gs finished [took 1462.6470s]
24/03/24 05:55:34| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.06590) [took 1408.2803s]
24/03/24 06:01:24| INFO mul_sld_lr_gs finished [took 1758.8460s]
24/03/24 06:01:24| INFO Dataset sample [0.2 0.4 0.4] of dataset twitter_gasp finished [took 3515.6718s]
24/03/24 06:01:24| INFO Dataset sample [0.2 0.5 0.3] of dataset twitter_gasp started
24/03/24 06:04:19| INFO ref finished [took 172.1190s]
24/03/24 06:04:45| INFO atc_mc finished [took 198.0125s]
24/03/24 06:06:11| INFO doc finished [took 283.3396s]
24/03/24 06:23:24| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.05915) [took 1031.1653s]
24/03/24 06:36:25| INFO bin_sld_lr_gs finished [took 1812.6412s]
24/03/24 07:09:17| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.07436) [took 1969.4414s]
24/03/24 07:15:39| INFO mul_sld_lr_gs finished [took 2351.6924s]
24/03/24 07:15:39| INFO Dataset sample [0.2 0.5 0.3] of dataset twitter_gasp finished [took 4454.6974s]
24/03/24 07:15:39| INFO Dataset sample [0.2 0.6 0.2] of dataset twitter_gasp started
24/03/24 07:18:38| INFO ref finished [took 173.8867s]
24/03/24 07:18:59| INFO atc_mc finished [took 196.0171s]
24/03/24 07:20:28| INFO doc finished [took 283.8673s]
24/03/24 07:36:15| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.35023) [took 942.7367s]
24/03/24 07:42:39| INFO bin_sld_lr_gs finished [took 1326.8983s]
24/03/24 08:10:32| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.14448) [took 1668.4160s]
24/03/24 08:16:54| INFO mul_sld_lr_gs finished [took 2050.4526s]
24/03/24 08:16:54| INFO Dataset sample [0.2 0.6 0.2] of dataset twitter_gasp finished [took 3675.1176s]
24/03/24 08:16:54| INFO Dataset sample [0.3 0.1 0.6] of dataset twitter_gasp started
24/03/24 08:19:45| INFO ref finished [took 167.6289s]
24/03/24 08:20:21| INFO atc_mc finished [took 203.5763s]
24/03/24 08:21:36| INFO doc finished [took 278.8141s]
24/03/24 08:29:33| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.43840) [took 474.1795s]
24/03/24 08:35:43| INFO bin_sld_lr_gs finished [took 844.4202s]
24/03/24 09:03:22| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.33993) [took 1657.3825s]
24/03/24 09:09:38| INFO mul_sld_lr_gs finished [took 2033.2904s]
24/03/24 09:09:38| INFO Dataset sample [0.3 0.1 0.6] of dataset twitter_gasp finished [took 3163.8876s]
24/03/24 09:09:38| INFO Dataset sample [0.3 0.2 0.5] of dataset twitter_gasp started
24/03/24 09:12:28| INFO ref finished [took 166.0508s]
24/03/24 09:13:10| INFO atc_mc finished [took 207.8181s]
24/03/24 09:14:21| INFO doc finished [took 279.1057s]
24/03/24 09:33:22| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy', 'isoft']} (score=0.12476) [took 1138.0470s]
24/03/24 09:42:06| INFO bin_sld_lr_gs finished [took 1662.0260s]
----------------------------------------------------------------------------------------------------
24/03/24 10:09:42| INFO dataset twitter_gasp_4prevs [pool size: 10]
24/03/24 10:09:42| INFO Dataset sample [0.2 0.2 0.6] of dataset twitter_gasp_4prevs started
24/03/24 10:12:41| INFO ref finished [took 173.8145s]
24/03/24 10:13:10| INFO atc_mc finished [took 203.0342s]
24/03/24 10:14:33| INFO doc finished [took 285.7280s]
----------------------------------------------------------------------------------------------------
26/03/24 13:07:00| INFO dataset rcv1_GCAT_1prevs [pool size: 10]
26/03/24 13:07:00| INFO Dataset sample [0.5 0.5] of dataset rcv1_GCAT_1prevs started
26/03/24 13:07:00| WARNING Method ref failed. Exception: index 1 is out of bounds for axis 0 with size 1
26/03/24 13:07:01| WARNING Method naive failed. Exception: index 1 is out of bounds for axis 0 with size 1
26/03/24 13:07:01| WARNING Method mandoline failed. Exception: index 1 is out of bounds for axis 0 with size 1
26/03/24 13:09:52| WARNING Method rca failed. Exception: index 1 is out of bounds for axis 0 with size 1
----------------------------------------------------------------------------------------------------
26/03/24 13:10:42| INFO dataset rcv1_GCAT_1prevs [pool size: 10]
26/03/24 13:10:42| INFO Dataset sample [0.5 0.5] of dataset rcv1_GCAT_1prevs started
26/03/24 13:10:42| INFO ref finished [took 0.3006s]
26/03/24 13:10:43| INFO naive finished [took 0.2856s]
26/03/24 13:10:51| INFO mandoline finished [took 8.2882s]
----------------------------------------------------------------------------------------------------
26/03/24 13:12:43| INFO dataset rcv1_GCAT_1prevs [pool size: 10]
26/03/24 13:12:43| INFO Dataset sample [0.5 0.5] of dataset rcv1_GCAT_1prevs started
26/03/24 13:12:44| INFO ref finished [took 0.2974s]
26/03/24 13:12:44| INFO naive finished [took 0.2897s]
26/03/24 13:12:52| INFO mandoline finished [took 8.2761s]
----------------------------------------------------------------------------------------------------
26/03/24 13:13:23| INFO dataset rcv1_CCAT_1prevs [pool size: 10]
26/03/24 13:13:23| INFO Dataset sample [0.5 0.5] of dataset rcv1_CCAT_1prevs started
26/03/24 13:13:23| INFO ref finished [took 0.2911s]
26/03/24 13:13:24| INFO naive finished [took 0.2978s]