456 lines
44 KiB
Plaintext
456 lines
44 KiB
Plaintext
06/11/23 05:14:48| INFO dataset rcv1_CCAT_9prevs
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06/11/23 05:14:53| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
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06/11/23 05:15:55| INFO ref finished [took 48.0242s]
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06/11/23 05:16:01| INFO atc_mc finished [took 51.7851s]
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06/11/23 05:16:04| INFO mul_pacc finished [took 58.4704s]
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06/11/23 05:16:04| INFO mulne_sld finished [took 62.7354s]
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06/11/23 05:16:04| INFO mulmc_sld finished [took 66.2593s]
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06/11/23 05:16:14| INFO mul_sld finished [took 78.2483s]
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06/11/23 05:18:40| INFO bin_pacc finished [took 217.0012s]
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06/11/23 05:18:43| INFO bin_sld finished [took 227.8835s]
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06/11/23 05:18:43| INFO binne_sld finished [took 223.2764s]
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06/11/23 05:18:44| INFO binmc_sld finished [took 226.7324s]
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06/11/23 05:18:44| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 230.5906s]
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06/11/23 05:18:44| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
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06/11/23 05:19:44| INFO ref finished [took 49.5147s]
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06/11/23 05:19:51| INFO atc_mc finished [took 54.8022s]
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06/11/23 05:19:53| INFO mul_pacc finished [took 60.3260s]
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06/11/23 05:19:55| INFO mulmc_sld finished [took 67.0280s]
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06/11/23 05:19:56| INFO mul_sld finished [took 70.4092s]
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06/11/23 05:19:58| INFO mulne_sld finished [took 67.3468s]
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06/11/23 05:22:30| INFO bin_sld finished [took 224.7344s]
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06/11/23 05:22:30| INFO bin_pacc finished [took 218.3044s]
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06/11/23 05:22:30| INFO binmc_sld finished [took 223.3607s]
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06/11/23 05:22:33| INFO binne_sld finished [took 223.6042s]
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06/11/23 05:22:33| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 229.0745s]
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06/11/23 05:22:33| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
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06/11/23 05:23:32| INFO ref finished [took 48.1565s]
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06/11/23 05:23:37| INFO atc_mc finished [took 52.1124s]
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06/11/23 05:23:40| INFO mul_pacc finished [took 58.0112s]
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06/11/23 05:23:40| INFO mul_sld finished [took 65.2727s]
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06/11/23 05:23:42| INFO mulmc_sld finished [took 64.5943s]
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06/11/23 05:23:43| INFO mulne_sld finished [took 63.9053s]
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06/11/23 05:26:13| INFO bin_sld finished [took 218.6511s]
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06/11/23 05:26:16| INFO bin_pacc finished [took 215.1485s]
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06/11/23 05:26:17| INFO binne_sld finished [took 218.6855s]
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06/11/23 05:26:17| INFO binmc_sld finished [took 221.2605s]
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06/11/23 05:26:17| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 224.5608s]
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06/11/23 05:26:17| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
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06/11/23 05:27:15| INFO ref finished [took 48.2181s]
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06/11/23 05:27:21| INFO atc_mc finished [took 52.3420s]
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06/11/23 05:27:23| INFO mul_pacc finished [took 57.1950s]
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06/11/23 05:27:24| INFO mul_sld finished [took 64.4722s]
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06/11/23 05:27:26| INFO mulmc_sld finished [took 64.1870s]
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06/11/23 05:27:27| INFO mulne_sld finished [took 63.7407s]
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06/11/23 05:29:52| INFO bin_sld finished [took 213.1913s]
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06/11/23 05:29:53| INFO bin_pacc finished [took 208.1322s]
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06/11/23 05:29:53| INFO binmc_sld finished [took 212.6473s]
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06/11/23 05:29:57| INFO binne_sld finished [took 214.5243s]
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06/11/23 05:29:57| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 219.5765s]
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06/11/23 05:29:57| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
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06/11/23 05:30:55| INFO ref finished [took 47.7289s]
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06/11/23 05:31:01| INFO atc_mc finished [took 52.1531s]
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06/11/23 05:31:03| INFO mul_pacc finished [took 57.3804s]
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06/11/23 05:31:06| INFO mul_sld finished [took 66.9237s]
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06/11/23 05:31:06| INFO mulmc_sld finished [took 65.3230s]
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06/11/23 05:31:09| INFO mulne_sld finished [took 65.6645s]
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06/11/23 05:33:33| INFO bin_sld finished [took 214.3242s]
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06/11/23 05:33:34| INFO bin_pacc finished [took 209.3862s]
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06/11/23 05:33:35| INFO binmc_sld finished [took 214.4687s]
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06/11/23 05:33:37| INFO binne_sld finished [took 214.7267s]
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06/11/23 05:33:37| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 220.0212s]
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06/11/23 05:33:37| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
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06/11/23 05:34:35| INFO ref finished [took 48.0021s]
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06/11/23 05:34:41| INFO atc_mc finished [took 52.2171s]
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06/11/23 05:34:43| INFO mul_pacc finished [took 57.2348s]
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06/11/23 05:34:46| INFO mul_sld finished [took 67.0899s]
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06/11/23 05:34:47| INFO mulmc_sld finished [took 66.1078s]
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06/11/23 05:34:49| INFO mulne_sld finished [took 66.0237s]
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06/11/23 05:37:13| INFO bin_sld finished [took 214.9942s]
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06/11/23 05:37:13| INFO binmc_sld finished [took 213.1574s]
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06/11/23 05:37:14| INFO bin_pacc finished [took 209.1347s]
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06/11/23 05:37:17| INFO binne_sld finished [took 214.9703s]
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06/11/23 05:37:17| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 220.1235s]
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06/11/23 05:37:17| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
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06/11/23 05:38:15| INFO ref finished [took 47.8227s]
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06/11/23 05:38:20| INFO atc_mc finished [took 51.9364s]
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06/11/23 05:38:23| INFO mul_pacc finished [took 56.9053s]
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06/11/23 05:38:27| INFO mul_sld finished [took 67.4535s]
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06/11/23 05:38:27| INFO mulmc_sld finished [took 65.5956s]
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06/11/23 05:38:30| INFO mulne_sld finished [took 66.0476s]
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06/11/23 05:40:55| INFO bin_pacc finished [took 210.0633s]
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06/11/23 05:40:56| INFO binmc_sld finished [took 215.3452s]
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06/11/23 05:40:56| INFO bin_sld finished [took 217.8091s]
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06/11/23 05:40:59| INFO binne_sld finished [took 216.8970s]
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06/11/23 05:40:59| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 222.2971s]
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06/11/23 05:40:59| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
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06/11/23 05:41:57| INFO ref finished [took 47.6970s]
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06/11/23 05:42:03| INFO atc_mc finished [took 52.0893s]
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06/11/23 05:42:05| INFO mul_pacc finished [took 56.6428s]
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06/11/23 05:42:09| INFO mul_sld finished [took 66.8810s]
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06/11/23 05:42:09| INFO mulmc_sld finished [took 65.8427s]
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06/11/23 05:42:11| INFO mulne_sld finished [took 64.8594s]
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06/11/23 05:44:36| INFO bin_pacc finished [took 208.7884s]
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06/11/23 05:44:38| INFO bin_sld finished [took 216.6052s]
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06/11/23 05:44:38| INFO binmc_sld finished [took 215.5486s]
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06/11/23 05:44:43| INFO binne_sld finished [took 217.9926s]
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06/11/23 05:44:43| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 223.2270s]
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06/11/23 05:44:43| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
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06/11/23 05:45:40| INFO ref finished [took 48.0710s]
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06/11/23 05:45:46| INFO atc_mc finished [took 52.0992s]
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06/11/23 05:45:48| INFO mul_pacc finished [took 56.6568s]
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06/11/23 05:45:49| INFO mulmc_sld finished [took 61.7314s]
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06/11/23 05:45:52| INFO mulne_sld finished [took 62.7505s]
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06/11/23 05:45:59| INFO mul_sld finished [took 73.7681s]
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06/11/23 05:48:18| INFO bin_pacc finished [took 208.2267s]
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06/11/23 05:48:23| INFO bin_sld finished [took 218.9333s]
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06/11/23 05:48:24| INFO binmc_sld finished [took 218.0032s]
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06/11/23 05:48:27| INFO binne_sld finished [took 219.2450s]
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06/11/23 05:48:27| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 224.3446s]
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----------------------------------------------------------------------------------------------------
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06/11/23 11:53:50| INFO dataset rcv1_CCAT_9prevs
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06/11/23 11:53:56| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started
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06/11/23 11:56:45| INFO doc_feat finished [took 83.7957s]
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06/11/23 11:56:58| INFO mulne_pacc finished [took 146.6577s]
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06/11/23 11:57:03| INFO ref finished [took 120.2665s]
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06/11/23 11:57:05| INFO mul_pacc finished [took 169.5909s]
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06/11/23 11:57:07| WARNING Method bin_sld_gsq failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
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06/11/23 11:57:08| INFO kfcv finished [took 130.0948s]
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06/11/23 11:57:13| INFO mulmc_pacc finished [took 173.0431s]
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06/11/23 11:57:16| INFO atc_mc finished [took 125.2363s]
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06/11/23 11:57:17| INFO mul_sld finished [took 199.1179s]
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06/11/23 11:57:18| INFO mul_cc finished [took 148.2203s]
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06/11/23 11:57:20| INFO atc_ne finished [took 121.9570s]
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06/11/23 11:57:39| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.00899) [took 176.8809s]
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06/11/23 11:58:48| INFO mul_pacc_gs finished [took 245.7641s]
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06/11/23 12:00:56| INFO bin_pacc finished [took 409.8967s]
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06/11/23 12:01:03| INFO bin_sld finished [took 426.0031s]
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06/11/23 12:01:09| INFO binmc_pacc finished [took 412.9057s]
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06/11/23 12:01:13| INFO bin_cc finished [took 389.4719s]
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06/11/23 12:01:14| INFO binne_pacc finished [took 411.1276s]
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06/11/23 12:02:20| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
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06/11/23 12:03:18| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00719) [took 523.4665s]
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06/11/23 12:04:44| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00644) [took 643.3372s]
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06/11/23 12:05:27| INFO mul_sld_gs finished [took 686.5912s]
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06/11/23 12:06:25| INFO bin_pacc_gs finished [took 710.5248s]
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06/11/23 12:08:52| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00589) [took 892.3454s]
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06/11/23 12:11:50| INFO bin_sld_gs finished [took 1070.2847s]
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06/11/23 12:11:50| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 1073.7689s]
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06/11/23 12:11:50| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started
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06/11/23 12:14:15| INFO doc_feat finished [took 80.2198s]
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06/11/23 12:14:27| INFO ref finished [took 106.1446s]
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06/11/23 12:14:36| INFO mul_pacc finished [took 155.8715s]
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06/11/23 12:14:37| INFO mul_sld finished [took 162.7857s]
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06/11/23 12:14:47| INFO kfcv finished [took 132.1178s]
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06/11/23 12:14:55| INFO atc_mc finished [took 127.9109s]
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06/11/23 12:14:57| INFO atc_ne finished [took 121.6128s]
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06/11/23 12:14:58| INFO mulmc_pacc finished [took 173.9023s]
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06/11/23 12:14:58| INFO mulne_pacc finished [took 167.2920s]
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06/11/23 12:14:59| INFO mul_cc finished [took 147.7428s]
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06/11/23 12:15:28| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'confidence': 'entropy'} (score=0.00931) [took 186.6087s]
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06/11/23 12:16:44| INFO mul_pacc_gs finished [took 261.9352s]
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06/11/23 12:18:49| INFO binmc_pacc finished [took 407.0394s]
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06/11/23 12:18:50| INFO bin_pacc finished [took 410.4620s]
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06/11/23 12:18:55| INFO bin_sld finished [took 422.8949s]
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06/11/23 12:19:01| INFO binne_pacc finished [took 410.3575s]
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06/11/23 12:19:03| INFO bin_cc finished [took 396.9482s]
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06/11/23 12:20:14| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
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06/11/23 12:20:41| INFO bin_sld_gsq finished [took 524.4318s]
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06/11/23 12:21:23| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00784) [took 546.2730s]
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06/11/23 12:22:36| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01221) [took 640.2364s]
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06/11/23 12:23:20| INFO mul_sld_gs finished [took 683.6191s]
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06/11/23 12:24:29| INFO bin_pacc_gs finished [took 732.6258s]
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06/11/23 12:27:43| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00768) [took 948.8111s]
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06/11/23 12:30:43| INFO bin_sld_gs finished [took 1128.0644s]
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06/11/23 12:30:43| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 1132.7995s]
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06/11/23 12:30:43| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started
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06/11/23 12:33:12| INFO mul_sld finished [took 146.3214s]
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06/11/23 12:33:24| INFO mul_cc finished [took 118.2992s]
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06/11/23 12:33:26| INFO doc_feat finished [took 96.3414s]
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06/11/23 12:33:36| INFO atc_ne finished [took 108.2657s]
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06/11/23 12:33:37| INFO mulne_pacc finished [took 155.4759s]
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06/11/23 12:33:39| INFO atc_mc finished [took 119.0950s]
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06/11/23 12:33:39| INFO mul_pacc finished [took 166.1039s]
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06/11/23 12:33:40| INFO ref finished [took 122.3921s]
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06/11/23 12:33:40| INFO mulmc_pacc finished [took 164.5722s]
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06/11/23 12:33:43| INFO kfcv finished [took 131.6124s]
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06/11/23 12:34:24| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'confidence': 'max_conf'} (score=0.00857) [took 188.0301s]
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06/11/23 12:35:45| INFO mul_pacc_gs finished [took 269.4655s]
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06/11/23 12:37:47| INFO binne_pacc finished [took 409.7038s]
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06/11/23 12:37:47| INFO bin_sld finished [took 421.4590s]
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06/11/23 12:37:55| INFO bin_pacc finished [took 423.8805s]
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06/11/23 12:37:57| INFO binmc_pacc finished [took 422.8180s]
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06/11/23 12:38:01| INFO bin_cc finished [took 400.2199s]
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06/11/23 12:39:14| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
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06/11/23 12:39:41| INFO bin_sld_gsq finished [took 531.7360s]
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06/11/23 12:40:17| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.00762) [took 549.6726s]
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06/11/23 12:41:35| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00872) [took 646.0507s]
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06/11/23 12:42:19| INFO mul_sld_gs finished [took 690.7431s]
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06/11/23 12:43:25| INFO bin_pacc_gs finished [took 737.2287s]
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06/11/23 12:47:07| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00782) [took 979.3211s]
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06/11/23 12:50:07| INFO bin_sld_gs finished [took 1159.4207s]
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06/11/23 12:50:07| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 1163.9370s]
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06/11/23 12:50:07| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started
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06/11/23 12:52:34| INFO doc_feat finished [took 79.3857s]
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06/11/23 12:52:39| INFO mul_pacc finished [took 143.2358s]
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06/11/23 12:52:49| INFO mul_sld finished [took 159.6160s]
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06/11/23 12:52:58| INFO kfcv finished [took 121.1756s]
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06/11/23 12:53:07| INFO mulmc_pacc finished [took 167.6154s]
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06/11/23 12:53:09| INFO atc_ne finished [took 115.9704s]
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06/11/23 12:53:11| INFO ref finished [took 127.9906s]
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06/11/23 12:53:17| INFO atc_mc finished [took 129.9605s]
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06/11/23 12:53:19| INFO mulne_pacc finished [took 166.1444s]
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06/11/23 12:53:21| INFO mul_cc finished [took 152.0451s]
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06/11/23 12:53:45| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.00832) [took 183.1015s]
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06/11/23 12:55:03| INFO mul_pacc_gs finished [took 261.6088s]
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06/11/23 12:57:20| INFO binmc_pacc finished [took 422.6680s]
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06/11/23 12:57:23| INFO bin_sld finished [took 434.1109s]
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06/11/23 12:57:26| INFO bin_pacc finished [took 431.1893s]
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06/11/23 12:57:28| INFO binne_pacc finished [took 427.7980s]
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06/11/23 12:57:29| INFO bin_cc finished [took 402.6463s]
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06/11/23 12:58:43| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
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06/11/23 12:59:20| INFO bin_sld_gsq finished [took 546.8013s]
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06/11/23 12:59:48| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'confidence': 'entropy'} (score=0.00858) [took 550.8127s]
|
|
06/11/23 13:01:04| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01037) [took 652.8483s]
|
|
06/11/23 13:01:47| INFO mul_sld_gs finished [took 695.7927s]
|
|
06/11/23 13:02:56| INFO bin_pacc_gs finished [took 739.4380s]
|
|
06/11/23 13:06:49| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01112) [took 999.0699s]
|
|
06/11/23 13:09:50| INFO bin_sld_gs finished [took 1179.8181s]
|
|
06/11/23 13:09:50| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 1183.4124s]
|
|
06/11/23 13:09:50| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
|
|
06/11/23 13:12:34| INFO doc_feat finished [took 88.8963s]
|
|
06/11/23 13:12:43| INFO mul_sld finished [took 169.3932s]
|
|
06/11/23 13:12:47| INFO mul_pacc finished [took 166.5633s]
|
|
06/11/23 13:12:50| INFO kfcv finished [took 134.2527s]
|
|
06/11/23 13:12:58| INFO ref finished [took 128.7367s]
|
|
06/11/23 13:12:59| INFO mulne_pacc finished [took 161.0902s]
|
|
06/11/23 13:13:00| INFO mulmc_pacc finished [took 176.8006s]
|
|
06/11/23 13:13:01| INFO atc_mc finished [took 129.5173s]
|
|
06/11/23 13:13:06| INFO atc_ne finished [took 122.8886s]
|
|
06/11/23 13:13:16| INFO mul_cc finished [took 152.5218s]
|
|
06/11/23 13:13:34| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'confidence': 'entropy'} (score=0.00774) [took 183.0928s]
|
|
06/11/23 13:14:57| INFO mul_pacc_gs finished [took 266.4369s]
|
|
06/11/23 13:17:06| INFO bin_pacc finished [took 427.3693s]
|
|
06/11/23 13:17:08| INFO binmc_pacc finished [took 426.6359s]
|
|
06/11/23 13:17:14| INFO bin_sld finished [took 441.7834s]
|
|
06/11/23 13:17:20| INFO binne_pacc finished [took 435.6569s]
|
|
06/11/23 13:17:22| INFO bin_cc finished [took 412.7263s]
|
|
06/11/23 13:18:20| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
|
|
06/11/23 13:19:06| INFO bin_sld_gsq finished [took 549.0379s]
|
|
06/11/23 13:19:27| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'confidence': 'max_conf'} (score=0.00709) [took 545.0306s]
|
|
06/11/23 13:20:41| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00572) [took 645.5669s]
|
|
06/11/23 13:21:25| INFO mul_sld_gs finished [took 689.4814s]
|
|
06/11/23 13:22:32| INFO bin_pacc_gs finished [took 730.0602s]
|
|
06/11/23 13:26:21| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00653) [took 985.8522s]
|
|
06/11/23 13:29:21| INFO bin_sld_gs finished [took 1166.4200s]
|
|
06/11/23 13:29:21| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 1170.8744s]
|
|
06/11/23 13:29:21| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
|
|
06/11/23 13:31:52| INFO doc_feat finished [took 80.3058s]
|
|
06/11/23 13:32:00| INFO mul_sld finished [took 153.1261s]
|
|
06/11/23 13:32:00| INFO mul_pacc finished [took 148.0156s]
|
|
06/11/23 13:32:13| INFO kfcv finished [took 122.2270s]
|
|
06/11/23 13:32:13| INFO mulne_pacc finished [took 145.0130s]
|
|
06/11/23 13:32:22| INFO ref finished [took 122.3525s]
|
|
06/11/23 13:32:23| INFO atc_mc finished [took 120.2587s]
|
|
06/11/23 13:32:23| INFO atc_ne finished [took 113.5667s]
|
|
06/11/23 13:32:23| INFO mulmc_pacc finished [took 167.7106s]
|
|
06/11/23 13:32:36| INFO mul_cc finished [took 143.6517s]
|
|
06/11/23 13:33:04| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00802) [took 182.2049s]
|
|
06/11/23 13:34:23| INFO mul_pacc_gs finished [took 261.0038s]
|
|
06/11/23 13:36:19| INFO binmc_pacc finished [took 405.9199s]
|
|
06/11/23 13:36:31| INFO bin_sld finished [took 426.3780s]
|
|
06/11/23 13:36:32| INFO bin_pacc finished [took 420.2833s]
|
|
06/11/23 13:36:34| INFO binne_pacc finished [took 417.2048s]
|
|
06/11/23 13:36:42| INFO bin_cc finished [took 394.3524s]
|
|
06/11/23 13:37:45| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
|
|
06/11/23 13:38:18| INFO bin_sld_gsq finished [took 528.6956s]
|
|
06/11/23 13:38:52| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00707) [took 544.2769s]
|
|
06/11/23 13:39:56| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00637) [took 628.0656s]
|
|
06/11/23 13:40:41| INFO mul_sld_gs finished [took 673.3968s]
|
|
06/11/23 13:41:58| INFO bin_pacc_gs finished [took 730.5371s]
|
|
06/11/23 13:45:27| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00544) [took 960.1061s]
|
|
06/11/23 13:48:28| INFO bin_sld_gs finished [took 1140.6073s]
|
|
06/11/23 13:48:28| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 1146.6395s]
|
|
06/11/23 13:48:28| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started
|
|
06/11/23 13:50:49| INFO mul_pacc finished [took 130.9408s]
|
|
06/11/23 13:51:02| INFO doc_feat finished [took 86.2411s]
|
|
06/11/23 13:51:07| INFO mul_sld finished [took 155.4513s]
|
|
06/11/23 13:51:15| INFO atc_ne finished [took 101.0761s]
|
|
06/11/23 13:51:20| INFO ref finished [took 121.3689s]
|
|
06/11/23 13:51:20| INFO atc_mc finished [took 106.6415s]
|
|
06/11/23 13:51:22| INFO mulmc_pacc finished [took 160.4221s]
|
|
06/11/23 13:51:22| INFO mulne_pacc finished [took 150.1203s]
|
|
06/11/23 13:51:25| INFO kfcv finished [took 127.5280s]
|
|
06/11/23 13:51:35| INFO mul_cc finished [took 145.4437s]
|
|
06/11/23 13:52:03| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.00886) [took 182.0543s]
|
|
06/11/23 13:53:23| INFO mul_pacc_gs finished [took 262.2496s]
|
|
06/11/23 13:55:28| INFO bin_sld finished [took 417.7315s]
|
|
06/11/23 13:55:30| INFO binmc_pacc finished [took 410.0114s]
|
|
06/11/23 13:55:30| INFO bin_pacc finished [took 413.5912s]
|
|
06/11/23 13:55:35| INFO binne_pacc finished [took 411.8241s]
|
|
06/11/23 13:55:42| INFO bin_cc finished [took 396.5011s]
|
|
06/11/23 13:56:50| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
|
|
06/11/23 13:57:22| INFO bin_sld_gsq finished [took 527.2507s]
|
|
06/11/23 13:58:03| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.00910) [took 547.7641s]
|
|
06/11/23 13:59:09| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00765) [took 634.8469s]
|
|
06/11/23 13:59:54| INFO mul_sld_gs finished [took 680.2027s]
|
|
06/11/23 14:01:07| INFO bin_pacc_gs finished [took 731.8655s]
|
|
06/11/23 14:04:33| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01235) [took 960.6861s]
|
|
06/11/23 14:07:34| INFO bin_sld_gs finished [took 1141.7199s]
|
|
06/11/23 14:07:34| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 1146.2680s]
|
|
06/11/23 14:07:34| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started
|
|
06/11/23 14:10:08| INFO mulmc_pacc finished [took 141.2266s]
|
|
06/11/23 14:10:19| INFO atc_ne finished [took 101.4512s]
|
|
06/11/23 14:10:20| INFO mul_sld finished [took 162.5808s]
|
|
06/11/23 14:10:23| INFO mul_pacc finished [took 158.9068s]
|
|
06/11/23 14:10:30| INFO kfcv finished [took 123.4790s]
|
|
06/11/23 14:10:33| INFO mulne_pacc finished [took 158.4983s]
|
|
06/11/23 14:10:33| INFO doc_feat finished [took 111.7987s]
|
|
06/11/23 14:10:35| INFO ref finished [took 124.4184s]
|
|
06/11/23 14:10:40| INFO atc_mc finished [took 126.3543s]
|
|
06/11/23 14:10:40| INFO mul_cc finished [took 139.5958s]
|
|
06/11/23 14:11:16| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'confidence': 'entropy'} (score=0.01309) [took 184.0645s]
|
|
06/11/23 14:12:44| INFO mul_pacc_gs finished [took 272.5404s]
|
|
06/11/23 14:14:32| INFO binmc_pacc finished [took 406.3609s]
|
|
06/11/23 14:14:38| INFO bin_pacc finished [took 414.8972s]
|
|
06/11/23 14:14:43| INFO binne_pacc finished [took 414.4123s]
|
|
06/11/23 14:14:51| INFO bin_cc finished [took 395.5254s]
|
|
06/11/23 14:14:55| INFO bin_sld finished [took 437.7681s]
|
|
06/11/23 14:15:58| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
|
|
06/11/23 14:16:33| INFO bin_sld_gsq finished [took 532.4040s]
|
|
06/11/23 14:16:57| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'confidence': None} (score=0.00812) [took 536.4746s]
|
|
06/11/23 14:18:16| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01306) [took 636.4067s]
|
|
06/11/23 14:19:00| INFO mul_sld_gs finished [took 680.2467s]
|
|
06/11/23 14:20:01| INFO bin_pacc_gs finished [took 720.9205s]
|
|
06/11/23 14:23:33| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00894) [took 954.4487s]
|
|
06/11/23 14:26:41| INFO bin_sld_gs finished [took 1142.3328s]
|
|
06/11/23 14:26:41| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 1146.7713s]
|
|
06/11/23 14:26:41| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started
|
|
06/11/23 14:29:04| INFO mul_pacc finished [took 133.1736s]
|
|
06/11/23 14:29:07| INFO ref finished [took 87.1594s]
|
|
06/11/23 14:29:16| INFO doc_feat finished [took 83.8190s]
|
|
06/11/23 14:29:21| INFO mulmc_pacc finished [took 147.5202s]
|
|
06/11/23 14:29:22| INFO atc_mc finished [took 99.1039s]
|
|
06/11/23 14:29:23| INFO kfcv finished [took 109.5348s]
|
|
06/11/23 14:29:27| INFO mulne_pacc finished [took 148.1672s]
|
|
06/11/23 14:29:33| INFO atc_ne finished [took 101.4673s]
|
|
06/11/23 14:29:36| INFO mul_cc finished [took 126.0447s]
|
|
06/11/23 14:29:42| INFO mul_sld finished [took 177.5880s]
|
|
06/11/23 14:30:16| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.01497) [took 175.1432s]
|
|
06/11/23 14:31:33| INFO mul_pacc_gs finished [took 252.3399s]
|
|
06/11/23 14:33:34| INFO binmc_pacc finished [took 401.7891s]
|
|
06/11/23 14:33:35| INFO binne_pacc finished [took 400.4138s]
|
|
06/11/23 14:33:36| INFO bin_pacc finished [took 406.7598s]
|
|
06/11/23 14:33:48| INFO bin_cc finished [took 378.7595s]
|
|
06/11/23 14:33:48| INFO bin_sld finished [took 423.7366s]
|
|
06/11/23 14:34:47| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
|
|
06/11/23 14:35:26| INFO bin_sld_gsq finished [took 518.8996s]
|
|
06/11/23 14:36:13| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.00880) [took 539.3992s]
|
|
06/11/23 14:37:09| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00808) [took 622.0419s]
|
|
06/11/23 14:37:53| INFO mul_sld_gs finished [took 666.0058s]
|
|
06/11/23 14:39:16| INFO bin_pacc_gs finished [took 722.5231s]
|
|
06/11/23 14:42:15| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00604) [took 929.3464s]
|
|
06/11/23 14:45:14| INFO bin_sld_gs finished [took 1108.7356s]
|
|
06/11/23 14:45:14| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 1113.2364s]
|
|
----------------------------------------------------------------------------------------------------
|
|
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]
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07/11/23 02:00:25| INFO mul_sld_gsq finished [took 371.4460s]
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07/11/23 02:00:41| INFO bin_sld_gsq finished [took 387.6183s]
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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]
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07/11/23 02:03:11| INFO mul_sld_gs finished [took 539.1531s]
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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]
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07/11/23 02:10:52| INFO bin_sld_gs finished [took 1001.0803s]
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07/11/23 02:10:52| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 1002.3085s]
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07/11/23 02:10:52| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started
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07/11/23 02:11:44| INFO ref finished [took 47.2218s]
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07/11/23 02:11:48| INFO atc_mc finished [took 49.6349s]
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07/11/23 02:11:50| INFO atc_ne finished [took 50.9082s]
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07/11/23 02:16:51| INFO mul_sld_gsq finished [took 354.3706s]
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07/11/23 02:17:11| INFO bin_sld_gsq finished [took 376.0124s]
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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]
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07/11/23 02:19:33| INFO mul_sld_gs finished [took 518.5692s]
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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]
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07/11/23 02:27:16| INFO bin_sld_gs finished [took 982.4395s]
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07/11/23 02:27:16| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 983.7838s]
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07/11/23 02:27:16| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started
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07/11/23 02:28:08| INFO ref finished [took 46.6191s]
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07/11/23 02:28:13| INFO atc_mc finished [took 50.3543s]
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07/11/23 02:28:15| INFO atc_ne finished [took 51.6601s]
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07/11/23 02:33:15| INFO mul_sld_gsq finished [took 354.6014s]
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07/11/23 02:33:34| INFO bin_sld_gsq finished [took 374.7872s]
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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]
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07/11/23 02:35:57| INFO mul_sld_gs finished [took 518.5425s]
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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]
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07/11/23 02:43:18| INFO bin_sld_gs finished [took 960.6334s]
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07/11/23 02:43:18| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 961.9030s]
|
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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]
|
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07/11/23 02:49:30| INFO bin_sld_gsq finished [took 368.8000s]
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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]
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|
07/11/23 02:51:59| INFO mul_sld_gs finished [took 518.6671s]
|
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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]
|