QuAcc/output/main/rcv1_CCAT/rcv1_CCAT_m3w.log

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22/11/23 18:11:55| INFO dataset rcv1_CCAT [pool size: 10]
22/11/23 18:12:00| INFO Dataset sample 0.10 of dataset rcv1_CCAT started
22/11/23 18:14:22| INFO m3wc_sld finished [took 132.5171s]
22/11/23 18:14:25| INFO m3wis_sld finished [took 118.8581s]
22/11/23 18:14:25| INFO ref finished [took 108.7953s]
22/11/23 18:14:29| INFO m3w_sld finished [took 145.1319s]
22/11/23 18:14:30| INFO m3wne_sld finished [took 131.6791s]
22/11/23 18:14:38| INFO m3wmc_sld finished [took 146.3998s]
22/11/23 18:25:12| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00577) [took 760.1864s]
22/11/23 18:25:59| INFO m3w_sld_gs finished [took 807.5217s]
22/11/23 18:25:59| INFO Dataset sample 0.10 of dataset rcv1_CCAT finished [took 838.4384s]
22/11/23 18:25:59| INFO Dataset sample 0.20 of dataset rcv1_CCAT started
22/11/23 18:28:32| INFO m3w_sld finished [took 149.3320s]
22/11/23 18:28:38| INFO m3wmc_sld finished [took 143.3339s]
22/11/23 18:28:40| INFO m3wc_sld finished [took 152.0751s]
22/11/23 18:28:40| INFO ref finished [took 119.6673s]
22/11/23 18:28:48| INFO m3wis_sld finished [took 139.9003s]
22/11/23 18:28:49| INFO m3wne_sld finished [took 147.4952s]
22/11/23 18:39:27| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00710) [took 770.0786s]
22/11/23 18:40:14| INFO m3w_sld_gs finished [took 817.1699s]
22/11/23 18:40:14| INFO Dataset sample 0.20 of dataset rcv1_CCAT finished [took 854.7803s]
22/11/23 18:40:14| INFO Dataset sample 0.30 of dataset rcv1_CCAT started
22/11/23 18:43:04| INFO ref finished [took 124.4861s]
22/11/23 18:43:05| INFO m3w_sld finished [took 167.9473s]
22/11/23 18:43:06| INFO m3wmc_sld finished [took 156.2510s]
22/11/23 18:43:08| INFO m3wc_sld finished [took 165.1456s]
22/11/23 18:43:13| INFO m3wis_sld finished [took 147.2690s]
22/11/23 18:43:17| INFO m3wne_sld finished [took 158.8413s]
22/11/23 18:54:04| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00925) [took 789.8104s]
22/11/23 18:54:52| INFO m3w_sld_gs finished [took 837.5472s]
22/11/23 18:54:52| INFO Dataset sample 0.30 of dataset rcv1_CCAT finished [took 877.8955s]
22/11/23 18:54:52| INFO Dataset sample 0.40 of dataset rcv1_CCAT started
22/11/23 18:57:23| INFO m3w_sld finished [took 148.3195s]
22/11/23 18:57:30| INFO m3wmc_sld finished [took 145.7471s]
22/11/23 18:57:31| INFO ref finished [took 120.7757s]
22/11/23 18:57:36| INFO m3wc_sld finished [took 157.7704s]
22/11/23 18:57:43| INFO m3wne_sld finished [took 151.1238s]
22/11/23 18:57:53| INFO m3wis_sld finished [took 154.7324s]
22/11/23 19:08:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.01189) [took 808.4809s]
22/11/23 19:09:41| INFO m3w_sld_gs finished [took 855.6246s]
22/11/23 19:09:41| INFO Dataset sample 0.40 of dataset rcv1_CCAT finished [took 889.8107s]
22/11/23 19:09:41| INFO Dataset sample 0.50 of dataset rcv1_CCAT started
22/11/23 19:12:24| INFO m3w_sld finished [took 159.6688s]
22/11/23 19:12:25| INFO ref finished [took 118.1162s]
22/11/23 19:12:33| INFO m3wmc_sld finished [took 158.5587s]
22/11/23 19:12:36| INFO m3wne_sld finished [took 151.7698s]
22/11/23 19:12:41| INFO m3wc_sld finished [took 170.6292s]
22/11/23 19:12:41| INFO m3wis_sld finished [took 148.7262s]
22/11/23 19:23:47| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01201) [took 806.8229s]
22/11/23 19:24:35| INFO m3w_sld_gs finished [took 855.0132s]
22/11/23 19:24:35| INFO Dataset sample 0.50 of dataset rcv1_CCAT finished [took 893.3306s]
22/11/23 19:24:35| INFO Dataset sample 0.60 of dataset rcv1_CCAT started
22/11/23 19:27:22| INFO m3w_sld finished [took 164.2611s]
22/11/23 19:27:24| INFO ref finished [took 128.6429s]
22/11/23 19:27:28| INFO m3wne_sld finished [took 152.0422s]
22/11/23 19:27:30| INFO m3wis_sld finished [took 146.4067s]
22/11/23 19:27:30| INFO m3wmc_sld finished [took 163.4932s]
22/11/23 19:27:36| INFO m3wc_sld finished [took 174.6631s]
22/11/23 19:38:10| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01344) [took 779.9355s]
22/11/23 19:38:58| INFO m3w_sld_gs finished [took 827.8476s]
22/11/23 19:38:58| INFO Dataset sample 0.60 of dataset rcv1_CCAT finished [took 862.8897s]
22/11/23 19:38:58| INFO Dataset sample 0.70 of dataset rcv1_CCAT started
22/11/23 19:41:40| INFO m3wc_sld finished [took 154.0147s]
22/11/23 19:41:48| INFO m3w_sld finished [took 167.3630s]
22/11/23 19:41:51| INFO m3wmc_sld finished [took 157.6084s]
22/11/23 19:41:53| INFO ref finished [took 131.6654s]
22/11/23 19:41:56| INFO m3wne_sld finished [took 156.5850s]
22/11/23 19:42:00| INFO m3wis_sld finished [took 152.7024s]
22/11/23 19:52:59| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01149) [took 806.0229s]
22/11/23 19:53:47| INFO m3w_sld_gs finished [took 853.9109s]
22/11/23 19:53:47| INFO Dataset sample 0.70 of dataset rcv1_CCAT finished [took 889.2442s]
22/11/23 19:53:47| INFO Dataset sample 0.80 of dataset rcv1_CCAT started
22/11/23 19:56:28| INFO m3w_sld finished [took 158.0458s]
22/11/23 19:56:32| INFO m3wmc_sld finished [took 150.1753s]
22/11/23 19:56:34| INFO m3wne_sld finished [took 143.2132s]
22/11/23 19:56:34| INFO m3wc_sld finished [took 158.6395s]
22/11/23 19:56:41| INFO m3wis_sld finished [took 143.7058s]
22/11/23 19:56:43| INFO ref finished [took 131.2530s]
22/11/23 20:07:14| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00667) [took 767.0383s]
22/11/23 20:08:02| INFO m3w_sld_gs finished [took 815.4612s]
22/11/23 20:08:02| INFO Dataset sample 0.80 of dataset rcv1_CCAT finished [took 855.2950s]
22/11/23 20:08:02| INFO Dataset sample 0.90 of dataset rcv1_CCAT started
22/11/23 20:10:39| INFO m3wc_sld finished [took 148.6246s]
22/11/23 20:10:43| INFO m3wne_sld finished [took 139.3615s]
22/11/23 20:10:48| INFO m3wmc_sld finished [took 150.8955s]
22/11/23 20:10:48| INFO m3wis_sld finished [took 137.8562s]
22/11/23 20:10:50| INFO ref finished [took 126.2941s]
22/11/23 20:10:50| INFO m3w_sld finished [took 164.5047s]
22/11/23 20:21:26| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.00779) [took 767.6325s]
22/11/23 20:22:13| INFO m3w_sld_gs finished [took 815.3539s]
22/11/23 20:22:13| INFO Dataset sample 0.90 of dataset rcv1_CCAT finished [took 851.1516s]