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QuAcc
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QuAcc/quacc.log

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----------------------------------------------------------------------------------------------------
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]
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