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Lorenzo Volpi 2023-11-07 08:27:27 +01:00
parent 1072f404c1
commit f4da3c7908
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@ -4470,3 +4470,202 @@
06/11/23 23:59:08| INFO mul_sld_gs finished [took 336.2009s]
06/11/23 23:59:08| INFO Dataset sample 0.90 of dataset rcv1_MCAT_9prevs finished [took 344.1389s]
----------------------------------------------------------------------------------------------------
07/11/23 01:05:25| INFO dataset rcv1_CCAT_9prevs
07/11/23 01:05:30| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
07/11/23 01:06:23| INFO ref finished [took 48.3560s]
07/11/23 01:06:29| INFO atc_mc finished [took 52.9929s]
07/11/23 01:06:30| INFO atc_ne finished [took 53.3908s]
07/11/23 01:07:06| WARNING Method bin_sld_gsq failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
07/11/23 01:11:38| INFO mul_sld_gsq finished [took 364.0698s]
07/11/23 01:13:51| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00644) [took 499.4945s]
07/11/23 01:14:34| INFO mul_sld_gs finished [took 542.6047s]
07/11/23 01:18:02| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00589) [took 750.8663s]
07/11/23 01:21:01| INFO bin_sld_gs finished [took 930.1356s]
07/11/23 01:21:01| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 931.4321s]
07/11/23 01:21:01| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
07/11/23 01:22:02| INFO ref finished [took 55.2212s]
07/11/23 01:22:07| INFO atc_mc finished [took 59.3890s]
07/11/23 01:22:09| INFO atc_ne finished [took 59.7388s]
07/11/23 01:27:21| INFO mul_sld_gsq finished [took 375.2352s]
07/11/23 01:27:24| INFO bin_sld_gsq finished [took 379.6159s]
07/11/23 01:29:25| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01221) [took 502.0302s]
07/11/23 01:30:08| INFO mul_sld_gs finished [took 545.0285s]
07/11/23 01:34:25| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00768) [took 802.3620s]
07/11/23 01:37:25| INFO bin_sld_gs finished [took 982.3260s]
07/11/23 01:37:25| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 983.7236s]
07/11/23 01:37:25| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
07/11/23 01:38:20| INFO ref finished [took 49.9803s]
07/11/23 01:38:25| INFO atc_mc finished [took 53.3765s]
07/11/23 01:38:26| INFO atc_ne finished [took 53.8925s]
07/11/23 01:43:41| INFO mul_sld_gsq finished [took 372.2608s]
07/11/23 01:43:45| INFO bin_sld_gsq finished [took 377.3380s]
07/11/23 01:45:45| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00872) [took 497.5768s]
07/11/23 01:46:28| INFO mul_sld_gs finished [took 540.8267s]
07/11/23 01:51:09| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00782) [took 822.2849s]
07/11/23 01:54:10| INFO bin_sld_gs finished [took 1003.7804s]
07/11/23 01:54:10| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 1005.2506s]
07/11/23 01:54:10| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
07/11/23 01:55:05| INFO ref finished [took 49.8884s]
07/11/23 01:55:09| INFO atc_mc finished [took 53.3594s]
07/11/23 01:55:10| INFO atc_ne finished [took 53.5162s]
07/11/23 02:00:25| INFO mul_sld_gsq finished [took 371.4460s]
07/11/23 02:00:41| INFO bin_sld_gsq finished [took 387.6183s]
07/11/23 02:02:30| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01037) [took 498.0096s]
07/11/23 02:03:11| INFO mul_sld_gs finished [took 539.1531s]
07/11/23 02:07:53| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01112) [took 821.8730s]
07/11/23 02:10:52| INFO bin_sld_gs finished [took 1001.0803s]
07/11/23 02:10:52| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 1002.3085s]
07/11/23 02:10:52| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
07/11/23 02:11:44| INFO ref finished [took 47.2218s]
07/11/23 02:11:48| INFO atc_mc finished [took 49.6349s]
07/11/23 02:11:50| INFO atc_ne finished [took 50.9082s]
07/11/23 02:16:51| INFO mul_sld_gsq finished [took 354.3706s]
07/11/23 02:17:11| INFO bin_sld_gsq finished [took 376.0124s]
07/11/23 02:18:51| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00572) [took 476.0587s]
07/11/23 02:19:33| INFO mul_sld_gs finished [took 518.5692s]
07/11/23 02:24:17| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00653) [took 803.4978s]
07/11/23 02:27:16| INFO bin_sld_gs finished [took 982.4395s]
07/11/23 02:27:16| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 983.7838s]
07/11/23 02:27:16| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
07/11/23 02:28:08| INFO ref finished [took 46.6191s]
07/11/23 02:28:13| INFO atc_mc finished [took 50.3543s]
07/11/23 02:28:15| INFO atc_ne finished [took 51.6601s]
07/11/23 02:33:15| INFO mul_sld_gsq finished [took 354.6014s]
07/11/23 02:33:34| INFO bin_sld_gsq finished [took 374.7872s]
07/11/23 02:35:14| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00637) [took 475.9302s]
07/11/23 02:35:57| INFO mul_sld_gs finished [took 518.5425s]
07/11/23 02:40:20| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00544) [took 782.7268s]
07/11/23 02:43:18| INFO bin_sld_gs finished [took 960.6334s]
07/11/23 02:43:18| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 961.9030s]
07/11/23 02:43:18| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
07/11/23 02:44:10| INFO ref finished [took 47.1234s]
07/11/23 02:44:14| INFO atc_mc finished [took 49.9871s]
07/11/23 02:44:16| INFO atc_ne finished [took 50.9160s]
07/11/23 02:49:19| INFO mul_sld_gsq finished [took 357.0613s]
07/11/23 02:49:30| INFO bin_sld_gsq finished [took 368.8000s]
07/11/23 02:51:16| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00765) [took 475.7332s]
07/11/23 02:51:59| INFO mul_sld_gs finished [took 518.6671s]
07/11/23 02:56:28| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01235) [took 788.7117s]
07/11/23 02:59:28| INFO bin_sld_gs finished [took 968.7653s]
07/11/23 02:59:28| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 970.1516s]
07/11/23 02:59:28| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
07/11/23 03:00:20| INFO ref finished [took 46.9898s]
07/11/23 03:00:24| INFO atc_mc finished [took 49.8768s]
07/11/23 03:00:25| INFO atc_ne finished [took 49.6324s]
07/11/23 03:05:23| INFO mul_sld_gsq finished [took 350.7932s]
07/11/23 03:05:32| INFO bin_sld_gsq finished [took 360.8665s]
07/11/23 03:07:25| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01306) [took 474.6581s]
07/11/23 03:08:07| INFO mul_sld_gs finished [took 516.4890s]
07/11/23 03:12:24| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00894) [took 774.9140s]
07/11/23 03:15:29| INFO bin_sld_gs finished [took 959.3579s]
07/11/23 03:15:29| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 960.6992s]
07/11/23 03:15:29| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
07/11/23 03:16:21| INFO ref finished [took 47.3281s]
07/11/23 03:16:25| INFO atc_mc finished [took 49.8016s]
07/11/23 03:16:28| INFO atc_ne finished [took 51.2288s]
07/11/23 03:21:16| INFO mul_sld_gsq finished [took 343.2861s]
07/11/23 03:21:22| INFO bin_sld_gsq finished [took 349.6065s]
07/11/23 03:23:20| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00808) [took 468.7910s]
07/11/23 03:24:01| INFO mul_sld_gs finished [took 509.9001s]
07/11/23 03:28:03| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00604) [took 752.8185s]
07/11/23 03:31:01| INFO bin_sld_gs finished [took 930.3934s]
07/11/23 03:31:01| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 931.7055s]
07/11/23 03:31:29| INFO dataset imdb_9prevs
07/11/23 03:31:37| INFO Dataset sample 0.10 of dataset imdb_9prevs started
07/11/23 03:31:49| INFO ref finished [took 11.4117s]
07/11/23 03:31:53| INFO atc_mc finished [took 14.8218s]
07/11/23 03:31:53| INFO atc_ne finished [took 14.8359s]
07/11/23 03:32:11| WARNING Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
07/11/23 03:32:56| WARNING Method bin_sld_gsq failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
07/11/23 03:36:32| INFO mul_sld_gsq finished [took 294.6812s]
07/11/23 03:38:05| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.03127) [took 387.7698s]
07/11/23 03:38:18| INFO mul_sld_gs finished [took 400.7660s]
07/11/23 03:38:18| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 401.3208s]
07/11/23 03:38:18| INFO Dataset sample 0.20 of dataset imdb_9prevs started
07/11/23 03:38:30| INFO ref finished [took 11.1665s]
07/11/23 03:38:34| INFO atc_mc finished [took 14.4483s]
07/11/23 03:38:34| INFO atc_ne finished [took 14.8634s]
07/11/23 03:43:16| INFO bin_sld_gsq finished [took 296.8786s]
07/11/23 03:43:32| INFO mul_sld_gsq finished [took 312.4588s]
07/11/23 03:45:44| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01194) [took 445.1331s]
07/11/23 03:45:58| INFO mul_sld_gs finished [took 459.5855s]
07/11/23 03:51:05| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00924) [took 766.1528s]
07/11/23 03:53:40| INFO bin_sld_gs finished [took 921.5996s]
07/11/23 03:53:40| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 922.0949s]
07/11/23 03:53:40| INFO Dataset sample 0.30 of dataset imdb_9prevs started
07/11/23 03:53:53| INFO ref finished [took 11.5825s]
07/11/23 03:53:57| INFO atc_mc finished [took 14.8590s]
07/11/23 03:53:57| INFO atc_ne finished [took 15.3090s]
07/11/23 03:58:53| INFO mul_sld_gsq finished [took 311.9891s]
07/11/23 03:58:54| INFO bin_sld_gsq finished [took 313.1182s]
07/11/23 04:01:03| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00953) [took 441.3198s]
07/11/23 04:01:18| INFO mul_sld_gs finished [took 456.2347s]
07/11/23 04:06:06| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01064) [took 745.0596s]
07/11/23 04:08:40| INFO bin_sld_gs finished [took 898.9046s]
07/11/23 04:08:40| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 899.6778s]
07/11/23 04:08:40| INFO Dataset sample 0.40 of dataset imdb_9prevs started
07/11/23 04:08:52| INFO ref finished [took 11.0605s]
07/11/23 04:08:56| INFO atc_mc finished [took 14.9590s]
07/11/23 04:08:56| INFO atc_ne finished [took 14.8804s]
07/11/23 04:13:54| INFO mul_sld_gsq finished [took 313.3797s]
07/11/23 04:13:56| INFO bin_sld_gsq finished [took 315.5862s]
07/11/23 04:15:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.01029) [took 432.9025s]
07/11/23 04:16:08| INFO mul_sld_gs finished [took 447.1098s]
07/11/23 04:21:25| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01176) [took 764.2230s]
07/11/23 04:23:56| INFO bin_sld_gs finished [took 915.4905s]
07/11/23 04:23:56| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 916.1187s]
07/11/23 04:23:56| INFO Dataset sample 0.50 of dataset imdb_9prevs started
07/11/23 04:24:08| INFO ref finished [took 10.9214s]
07/11/23 04:24:12| INFO atc_mc finished [took 14.9236s]
07/11/23 04:24:12| INFO atc_ne finished [took 14.9240s]
07/11/23 04:29:11| INFO bin_sld_gsq finished [took 314.3071s]
07/11/23 04:29:19| INFO mul_sld_gsq finished [took 322.1027s]
07/11/23 04:31:25| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00885) [took 448.0202s]
07/11/23 04:31:40| INFO mul_sld_gs finished [took 463.2243s]
07/11/23 04:36:23| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00940) [took 746.2797s]
07/11/23 04:38:55| INFO bin_sld_gs finished [took 898.7899s]
07/11/23 04:38:55| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 899.2924s]
07/11/23 04:38:55| INFO Dataset sample 0.60 of dataset imdb_9prevs started
07/11/23 04:39:08| INFO ref finished [took 11.9811s]
07/11/23 04:39:12| INFO atc_mc finished [took 15.7159s]
07/11/23 04:39:12| INFO atc_ne finished [took 15.9512s]
07/11/23 04:44:19| INFO bin_sld_gsq finished [took 323.1420s]
07/11/23 04:44:21| INFO mul_sld_gsq finished [took 325.2299s]
07/11/23 04:46:22| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00984) [took 445.8872s]
07/11/23 04:46:37| INFO mul_sld_gs finished [took 460.6339s]
07/11/23 04:52:03| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.01142) [took 786.7500s]
07/11/23 04:54:36| INFO bin_sld_gs finished [took 940.1627s]
07/11/23 04:54:36| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 940.6023s]
07/11/23 04:54:36| INFO Dataset sample 0.70 of dataset imdb_9prevs started
07/11/23 04:54:48| INFO ref finished [took 11.1744s]
07/11/23 04:54:52| INFO atc_mc finished [took 14.7518s]
07/11/23 04:54:52| INFO atc_ne finished [took 14.8147s]
07/11/23 04:59:45| INFO bin_sld_gsq finished [took 308.3645s]
07/11/23 05:00:07| INFO mul_sld_gsq finished [took 330.3332s]
07/11/23 05:02:14| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01102) [took 456.8448s]
07/11/23 05:02:28| INFO mul_sld_gs finished [took 471.4675s]
07/11/23 05:06:48| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.02196) [took 731.2847s]
07/11/23 05:09:19| INFO bin_sld_gs finished [took 882.2200s]
07/11/23 05:09:19| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 882.8165s]
07/11/23 05:09:19| INFO Dataset sample 0.80 of dataset imdb_9prevs started
07/11/23 05:09:31| INFO ref finished [took 11.0645s]
07/11/23 05:09:35| INFO atc_mc finished [took 14.7375s]
07/11/23 05:09:35| INFO atc_ne finished [took 14.7704s]
07/11/23 05:14:22| INFO bin_sld_gsq finished [took 302.1848s]
07/11/23 05:14:33| INFO mul_sld_gsq finished [took 313.5459s]
07/11/23 05:16:38| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00785) [took 438.9863s]
07/11/23 05:16:52| INFO mul_sld_gs finished [took 452.7273s]
07/11/23 05:21:59| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01449) [took 759.8355s]
07/11/23 05:24:38| INFO bin_sld_gs finished [took 918.7338s]
07/11/23 05:24:38| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 919.2981s]
07/11/23 05:24:38| INFO Dataset sample 0.90 of dataset imdb_9prevs started
07/11/23 05:24:39| WARNING Method mul_sld_gsq failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
07/11/23 05:24:39| WARNING Method bin_sld_gsq failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2.
07/11/23 05:24:48| INFO ref finished [took 9.1378s]
07/11/23 05:24:51| INFO atc_mc finished [took 12.1603s]
07/11/23 05:24:52| INFO atc_ne finished [took 12.3482s]
07/11/23 05:25:08| WARNING Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
07/11/23 05:30:32| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.04178) [took 353.7904s]
07/11/23 05:30:45| INFO mul_sld_gs finished [took 365.9283s]
07/11/23 05:30:45| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 366.4930s]
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