output updated

output/main/imdb_9prevs/imdb_9prevs.log

@@ -347,3 +347,101 @@
 06/11/23 17:02:29| INFO        mul_sld_gs finished [took 380.7801s]
 06/11/23 17:02:29| INFO     Dataset sample 0.90 of dataset imdb_9prevs finished [took 381.5305s]
 ----------------------------------------------------------------------------------------------------
+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]