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