09/11/23 02:07:02| INFO dataset rcv1_CCAT_1prevs 09/11/23 02:07:08| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 09/11/23 02:08:11| INFO ref finished [took 52.4555s] 09/11/23 02:08:19| INFO atc_mc finished [took 54.4747s] 09/11/23 02:08:31| INFO mulmc_sld finished [took 77.6966s] 09/11/23 02:08:31| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 82.7156s] ---------------------------------------------------------------------------------------------------- 09/11/23 02:08:54| INFO dataset rcv1_CCAT_1prevs 09/11/23 02:08:59| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 09/11/23 02:10:02| INFO ref finished [took 52.8651s] 09/11/23 02:10:09| INFO atc_mc finished [took 55.6906s] 09/11/23 02:10:20| INFO mulmc_sld finished [took 77.6748s] 09/11/23 02:10:20| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 81.6699s] ---------------------------------------------------------------------------------------------------- 09/11/23 02:25:51| INFO dataset rcv1_CCAT_1prevs 09/11/23 02:25:57| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 09/11/23 02:27:00| INFO ref finished [took 53.0689s] 09/11/23 02:27:07| INFO atc_mc finished [took 54.6173s] 09/11/23 02:27:18| INFO mulmc_sld finished [took 77.9001s] 09/11/23 02:27:18| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 81.9182s] ---------------------------------------------------------------------------------------------------- 09/11/23 02:43:57| INFO dataset rcv1_CCAT_1prevs 09/11/23 02:44:02| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 09/11/23 02:45:04| INFO ref finished [took 52.9676s] 09/11/23 02:45:12| INFO atc_mc finished [took 54.3775s] 09/11/23 02:45:24| INFO mulmc_sld finished [took 77.7181s] 09/11/23 02:45:24| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 81.3833s] ---------------------------------------------------------------------------------------------------- 09/11/23 03:06:41| INFO dataset rcv1_CCAT_1prevs 09/11/23 03:06:46| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 09/11/23 03:07:50| INFO ref finished [took 53.5034s] 09/11/23 03:07:57| INFO atc_mc finished [took 56.0467s] 09/11/23 03:08:09| INFO mulmc_sld finished [took 78.4414s] 09/11/23 03:08:09| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 82.5166s] ---------------------------------------------------------------------------------------------------- 09/11/23 03:15:02| INFO dataset rcv1_CCAT_1prevs 09/11/23 03:15:08| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 09/11/23 03:16:09| INFO ref finished [took 51.7905s] 09/11/23 03:16:17| INFO atc_mc finished [took 54.5337s] 09/11/23 03:16:29| INFO mulmc_sld finished [took 77.7583s] 09/11/23 03:16:29| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 81.7392s] ---------------------------------------------------------------------------------------------------- 09/11/23 03:17:34| INFO dataset rcv1_CCAT_1prevs 09/11/23 03:17:39| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 09/11/23 03:18:42| INFO ref finished [took 52.5292s] 09/11/23 03:18:49| INFO atc_mc finished [took 54.8090s] 09/11/23 03:18:59| INFO mulmc_sld finished [took 75.5262s] 09/11/23 03:18:59| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 79.5247s] ---------------------------------------------------------------------------------------------------- 09/11/23 03:20:07| INFO dataset rcv1_CCAT_1prevs 09/11/23 03:20:12| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 09/11/23 03:21:15| INFO ref finished [took 53.0266s] 09/11/23 03:21:22| INFO atc_mc finished [took 54.2621s] 09/11/23 03:21:34| INFO mulmc_sld finished [took 77.6939s] 09/11/23 03:21:34| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 81.6421s] ---------------------------------------------------------------------------------------------------- 09/11/23 03:33:31| INFO dataset rcv1_CCAT_1prevs 09/11/23 03:33:36| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 09/11/23 03:34:37| INFO ref finished [took 52.0023s] 09/11/23 03:34:45| INFO atc_mc finished [took 54.5041s] 09/11/23 03:34:56| INFO mulmc_sld finished [took 76.1746s] 09/11/23 03:34:56| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 80.1391s] ---------------------------------------------------------------------------------------------------- 09/11/23 03:35:42| INFO dataset rcv1_CCAT_1prevs 09/11/23 03:35:47| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 09/11/23 03:36:49| INFO ref finished [took 52.3397s] 09/11/23 03:36:57| INFO atc_mc finished [took 54.5340s] 09/11/23 03:37:09| INFO mulmc_sld finished [took 77.3609s] 09/11/23 03:37:09| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 81.7535s] ---------------------------------------------------------------------------------------------------- 09/11/23 03:41:09| INFO dataset rcv1_CCAT_1prevs 09/11/23 03:41:15| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 09/11/23 03:42:55| INFO ref finished [took 88.9777s] 09/11/23 03:43:09| INFO atc_mc finished [took 98.3887s] 09/11/23 04:15:21| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00775) [took 2038.6779s] 09/11/23 04:16:31| INFO mul_sld_gs finished [took 2108.9586s] 09/11/23 04:38:52| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00835) [took 3453.3118s] 09/11/23 04:46:36| INFO bin_sld_gs finished [took 3917.2486s] 09/11/23 04:46:36| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 3921.2338s] ---------------------------------------------------------------------------------------------------- 09/11/23 11:52:14| INFO dataset rcv1_CCAT_1prevs 09/11/23 11:52:19| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 09/11/23 11:53:22| INFO ref finished [took 53.0955s] 09/11/23 11:53:29| INFO atc_mc finished [took 55.3922s] 09/11/23 11:53:43| INFO mulmc_sld finished [took 79.5846s] 09/11/23 11:53:43| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 83.5652s] ---------------------------------------------------------------------------------------------------- 09/11/23 11:55:48| INFO dataset rcv1_CCAT_1prevs 09/11/23 11:55:53| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 09/11/23 11:56:54| INFO ref finished [took 51.3170s] 09/11/23 11:57:03| INFO atc_mc finished [took 54.3593s] 09/11/23 11:57:14| INFO mulmc_sld finished [took 76.8769s] 09/11/23 11:57:14| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 80.8969s] ---------------------------------------------------------------------------------------------------- 09/11/23 12:21:45| INFO dataset rcv1_CCAT_1prevs 09/11/23 12:21:50| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 09/11/23 12:22:52| INFO ref finished [took 51.8981s] 09/11/23 12:23:00| INFO atc_mc finished [took 54.6032s] 09/11/23 12:23:12| INFO mulmc_sld finished [took 77.3834s] 09/11/23 12:23:12| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 81.2876s] ---------------------------------------------------------------------------------------------------- 09/11/23 12:57:48| INFO dataset rcv1_CCAT_9prevs 09/11/23 12:57:53| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 09/11/23 12:57:56| WARNING Method mul_sld failed. Exception: 'MultiClassAccuracyEstimator' object has no attribute '_BaseAccuracyEstimator__check_classifier' 09/11/23 12:57:59| WARNING Method mulc_sld failed. Exception: 'MultiClassAccuracyEstimator' object has no attribute '_BaseAccuracyEstimator__check_classifier' 09/11/23 12:58:01| WARNING Method mulmc_sld failed. Exception: 'MultiClassAccuracyEstimator' object has no attribute '_BaseAccuracyEstimator__check_classifier' 09/11/23 12:58:03| WARNING Method mulne_sld failed. Exception: 'MultiClassAccuracyEstimator' object has no attribute '_BaseAccuracyEstimator__check_classifier' 09/11/23 12:58:50| INFO ref finished [took 44.5854s] 09/11/23 13:01:02| INFO dataset rcv1_CCAT_9prevs 09/11/23 13:01:08| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 09/11/23 13:01:11| WARNING Method mul_sld failed. Exception: Subscripted generics cannot be used with class and instance checks 09/11/23 13:01:13| WARNING Method mulc_sld failed. Exception: Subscripted generics cannot be used with class and instance checks 09/11/23 13:03:07| INFO dataset rcv1_CCAT_9prevs 09/11/23 13:03:13| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 09/11/23 13:03:16| WARNING Method mul_sld failed. Exception: need at least one array to concatenate ---------------------------------------------------------------------------------------------------- 09/11/23 13:15:30| INFO dataset rcv1_CCAT_9prevs 09/11/23 13:15:36| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 09/11/23 13:17:12| INFO ref finished [took 68.1145s] 09/11/23 13:17:20| INFO atc_mc finished [took 69.7608s] 09/11/23 13:17:23| INFO mulc_sld finished [took 99.1192s] 09/11/23 13:17:26| INFO mulne_sld finished [took 88.9627s] 09/11/23 13:17:29| INFO mulmc_sld finished [took 99.8207s] 09/11/23 13:17:48| INFO mul_sld finished [took 129.4095s] 09/11/23 13:17:48| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 132.4803s] 09/11/23 13:17:48| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 09/11/23 13:19:29| INFO ref finished [took 67.4335s] 09/11/23 13:19:39| INFO atc_mc finished [took 70.5914s] 09/11/23 13:19:45| INFO mulne_sld finished [took 94.4824s] 09/11/23 13:19:46| INFO mulc_sld finished [took 109.2394s] 09/11/23 13:19:48| INFO mulmc_sld finished [took 102.8768s] 09/11/23 13:19:51| INFO mul_sld finished [took 119.2845s] 09/11/23 13:19:51| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 122.5957s] 09/11/23 13:19:51| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 09/11/23 13:21:37| INFO ref finished [took 68.8988s] 09/11/23 13:21:45| INFO atc_mc finished [took 70.9590s] 09/11/23 13:21:48| INFO mul_sld finished [took 113.0089s] 09/11/23 13:21:52| INFO mulc_sld finished [took 111.6689s] 09/11/23 13:21:54| INFO mulmc_sld finished [took 104.8989s] 09/11/23 13:21:56| INFO mulne_sld finished [took 98.6649s] 09/11/23 13:21:56| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 125.3322s] 09/11/23 13:21:56| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 09/11/23 13:23:36| INFO ref finished [took 69.3171s] 09/11/23 13:23:45| INFO atc_mc finished [took 72.5468s] 09/11/23 13:23:52| INFO mul_sld finished [took 113.3253s] 09/11/23 13:23:54| INFO mulc_sld finished [took 109.6920s] 09/11/23 13:23:54| INFO mulmc_sld finished [took 102.8692s] 09/11/23 13:23:57| INFO mulne_sld finished [took 98.7443s] 09/11/23 13:23:57| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 121.0282s] 09/11/23 13:23:57| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 09/11/23 13:25:41| INFO ref finished [took 69.4818s] 09/11/23 13:25:49| INFO atc_mc finished [took 73.2746s] 09/11/23 13:25:59| INFO mul_sld finished [took 118.8485s] 09/11/23 13:26:02| INFO mulmc_sld finished [took 110.2657s] 09/11/23 13:26:02| INFO mulc_sld finished [took 116.3466s] 09/11/23 13:26:05| INFO mulne_sld finished [took 103.9492s] 09/11/23 13:26:05| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 127.7372s] 09/11/23 13:26:05| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 09/11/23 13:27:45| INFO ref finished [took 68.8905s] 09/11/23 13:27:55| INFO atc_mc finished [took 72.6678s] 09/11/23 13:28:09| INFO mulc_sld finished [took 116.6444s] 09/11/23 13:28:09| INFO mul_sld finished [took 120.3566s] 09/11/23 13:28:10| INFO mulmc_sld finished [took 111.1016s] 09/11/23 13:28:12| INFO mulne_sld finished [took 104.9627s] 09/11/23 13:28:12| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 126.9458s] 09/11/23 13:28:12| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 09/11/23 13:29:57| INFO ref finished [took 70.7997s] 09/11/23 13:30:05| INFO atc_mc finished [took 72.0093s] 09/11/23 13:30:15| INFO mulmc_sld finished [took 106.8503s] 09/11/23 13:30:18| INFO mul_sld finished [took 122.3074s] 09/11/23 13:30:18| INFO mulc_sld finished [took 118.0822s] 09/11/23 13:30:19| INFO mulne_sld finished [took 102.0921s] 09/11/23 13:30:19| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 126.4155s] 09/11/23 13:30:19| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 09/11/23 13:32:01| INFO ref finished [took 67.1594s] 09/11/23 13:32:09| INFO atc_mc finished [took 69.1164s] 09/11/23 13:32:20| INFO mul_sld finished [took 118.4273s] 09/11/23 13:32:21| INFO mulc_sld finished [took 113.3969s] 09/11/23 13:32:22| INFO mulmc_sld finished [took 107.3904s] 09/11/23 13:32:23| INFO mulne_sld finished [took 98.4959s] 09/11/23 13:32:23| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 124.0989s] 09/11/23 13:32:23| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 09/11/23 13:34:00| INFO ref finished [took 66.4954s] 09/11/23 13:34:08| INFO atc_mc finished [took 68.4535s] 09/11/23 13:34:13| INFO mulc_sld finished [took 102.5994s] 09/11/23 13:34:15| INFO mulmc_sld finished [took 97.6768s] 09/11/23 13:34:20| INFO mulne_sld finished [took 93.3358s] 09/11/23 13:34:36| INFO mul_sld finished [took 130.1442s] 09/11/23 13:34:36| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 133.4824s] ---------------------------------------------------------------------------------------------------- 09/11/23 14:32:55| INFO dataset rcv1_CCAT_9prevs 09/11/23 14:33:01| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 09/11/23 14:35:53| INFO ref finished [took 120.0106s] 09/11/23 14:35:53| INFO mul_sld finished [took 165.5593s] 09/11/23 14:35:56| INFO atc_mc finished [took 117.0436s] 09/11/23 14:36:03| INFO mulc_sld finished [took 165.2846s] 09/11/23 14:36:09| INFO mulne_sld finished [took 145.9620s] 09/11/23 14:36:14| INFO mulmc_sld finished [took 164.6951s] 09/11/23 14:42:10| INFO binc_sld finished [took 536.3110s] 09/11/23 14:42:54| INFO binmc_sld finished [took 572.2245s] 09/11/23 14:43:01| INFO bin_sld finished [took 596.4552s] 09/11/23 14:43:15| INFO binne_sld finished [took 579.5418s] 09/11/23 14:43:15| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 614.2267s] 09/11/23 14:43:15| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 09/11/23 14:45:36| INFO ref finished [took 85.8318s] 09/11/23 14:46:18| INFO atc_mc finished [took 121.8240s] 09/11/23 14:46:32| INFO mul_sld finished [took 189.6618s] 09/11/23 14:46:35| INFO mulc_sld finished [took 180.8382s] 09/11/23 14:46:36| INFO mulmc_sld finished [took 168.8106s] 09/11/23 14:46:42| INFO mulne_sld finished [took 159.4918s] 09/11/23 14:52:38| INFO binc_sld finished [took 550.8545s] 09/11/23 14:53:00| INFO binmc_sld finished [took 559.6299s] 09/11/23 14:53:10| INFO binne_sld finished [took 555.0791s] 09/11/23 14:53:21| INFO bin_sld finished [took 602.2497s] 09/11/23 14:53:21| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 605.4122s] 09/11/23 14:53:21| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 09/11/23 14:56:02| INFO mul_sld finished [took 155.1923s] 09/11/23 14:56:18| INFO ref finished [took 115.7033s] 09/11/23 14:56:27| INFO mulc_sld finished [took 166.0082s] 09/11/23 14:56:28| INFO mulmc_sld finished [took 151.9154s] 09/11/23 14:56:35| INFO atc_mc finished [took 124.5581s] 09/11/23 14:56:46| INFO mulne_sld finished [took 152.4259s] 09/11/23 15:03:02| INFO bin_sld finished [took 577.3601s] 09/11/23 15:03:17| INFO binc_sld finished [took 582.9200s] 09/11/23 15:03:33| INFO binmc_sld finished [took 583.5182s] 09/11/23 15:03:36| INFO binne_sld finished [took 571.3253s] 09/11/23 15:03:36| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 615.3250s] 09/11/23 15:03:36| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 09/11/23 15:06:05| INFO mul_sld finished [took 143.3508s] 09/11/23 15:06:33| INFO ref finished [took 124.1576s] 09/11/23 15:06:47| INFO mulc_sld finished [took 174.3592s] 09/11/23 15:06:48| INFO atc_mc finished [took 133.7507s] 09/11/23 15:06:56| INFO mulne_sld finished [took 154.4424s] 09/11/23 15:06:57| INFO mulmc_sld finished [took 171.5560s] 09/11/23 15:12:58| INFO binmc_sld finished [took 538.6635s] 09/11/23 15:13:15| INFO binc_sld finished [took 567.2590s] 09/11/23 15:13:25| INFO binne_sld finished [took 550.5832s] 09/11/23 15:13:36| INFO bin_sld finished [took 597.3358s] 09/11/23 15:13:36| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 600.0149s] 09/11/23 15:13:36| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 09/11/23 15:16:08| INFO mul_sld finished [took 144.5043s] 09/11/23 15:16:34| INFO ref finished [took 121.6157s] 09/11/23 15:16:38| INFO atc_mc finished [took 117.9692s] 09/11/23 15:16:40| INFO mulne_sld finished [took 134.2729s] 09/11/23 15:16:45| INFO mulmc_sld finished [took 156.8333s] 09/11/23 15:16:58| INFO mulc_sld finished [took 183.3128s] 09/11/23 15:23:12| INFO binc_sld finished [took 562.5053s] 09/11/23 15:23:34| INFO bin_sld finished [took 594.5091s] 09/11/23 15:23:46| INFO binmc_sld finished [took 585.1350s] 09/11/23 15:23:47| INFO binne_sld finished [took 569.6397s] 09/11/23 15:23:47| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 610.4289s] 09/11/23 15:23:47| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 09/11/23 15:26:16| INFO ref finished [took 94.2302s] 09/11/23 15:26:40| INFO mulne_sld finished [took 126.7083s] 09/11/23 15:26:55| INFO mulmc_sld finished [took 161.0768s] 09/11/23 15:26:58| INFO atc_mc finished [took 128.3174s] 09/11/23 15:27:06| INFO mul_sld finished [took 193.0407s] 09/11/23 15:27:11| INFO mulc_sld finished [took 186.3831s] 09/11/23 15:33:12| INFO bin_sld finished [took 562.6962s] 09/11/23 15:33:31| INFO binc_sld finished [took 572.6547s] 09/11/23 15:33:54| INFO binmc_sld finished [took 583.9995s] 09/11/23 15:34:02| INFO binne_sld finished [took 577.1883s] 09/11/23 15:34:02| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 615.1913s] 09/11/23 15:34:02| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 09/11/23 15:36:24| INFO ref finished [took 82.7413s] 09/11/23 15:36:45| INFO atc_mc finished [took 96.1635s] 09/11/23 15:37:17| INFO mulc_sld finished [took 176.5535s] 09/11/23 15:37:19| INFO mulmc_sld finished [took 164.1836s] 09/11/23 15:37:25| INFO mulne_sld finished [took 153.2065s] 09/11/23 15:37:26| INFO mul_sld finished [took 196.7879s] 09/11/23 15:43:57| INFO binc_sld finished [took 581.4832s] 09/11/23 15:44:02| INFO binmc_sld finished [took 573.0991s] 09/11/23 15:44:17| INFO bin_sld finished [took 612.1302s] 09/11/23 15:44:28| INFO binne_sld finished [took 582.2076s] 09/11/23 15:44:28| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 625.7270s] 09/11/23 15:44:28| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 09/11/23 15:47:25| INFO ref finished [took 119.8378s] 09/11/23 15:47:40| INFO atc_mc finished [took 128.8926s] 09/11/23 15:47:47| INFO mulne_sld finished [took 150.4119s] 09/11/23 15:47:49| INFO mul_sld finished [took 194.3796s] 09/11/23 15:47:52| INFO mulmc_sld finished [took 171.0082s] 09/11/23 15:47:55| INFO mulc_sld finished [took 187.6771s] 09/11/23 15:53:49| INFO bin_sld finished [took 558.1815s] 09/11/23 15:54:03| INFO binmc_sld finished [took 549.2081s] 09/11/23 15:54:48| INFO binc_sld finished [took 607.4303s] 09/11/23 15:54:49| INFO binne_sld finished [took 579.8900s] 09/11/23 15:54:49| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 621.1072s] 09/11/23 15:54:49| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 09/11/23 15:57:27| INFO atc_mc finished [took 98.4814s] 09/11/23 15:57:39| INFO ref finished [took 116.1845s] 09/11/23 15:57:45| INFO mulne_sld finished [took 131.9513s] 09/11/23 15:57:50| INFO mulc_sld finished [took 164.1758s] 09/11/23 15:57:57| INFO mulmc_sld finished [took 159.1594s] 09/11/23 15:58:18| INFO mul_sld finished [took 202.3845s] 09/11/23 16:04:34| INFO bin_sld finished [took 581.5608s] 09/11/23 16:04:46| INFO binne_sld finished [took 559.5195s] 09/11/23 16:04:50| INFO binmc_sld finished [took 578.6281s] 09/11/23 16:05:06| INFO binc_sld finished [took 603.6399s] 09/11/23 16:05:06| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 616.7672s] ---------------------------------------------------------------------------------------------------- 09/11/23 17:28:34| INFO dataset rcv1_CCAT_9prevs 09/11/23 17:28:43| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 09/11/23 17:30:29| INFO ref finished [took 95.8625s] 09/11/23 17:30:45| INFO atc_mc finished [took 109.6456s] 09/11/23 17:39:51| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01058) [took 661.8436s] 09/11/23 17:41:04| INFO mul_sld_gs finished [took 735.2859s] 09/11/23 17:45:46| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00589) [took 1020.2216s] 09/11/23 17:53:18| INFO bin_sld_gs finished [took 1472.0215s] 09/11/23 17:53:18| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 1475.2589s] 09/11/23 17:53:18| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 09/11/23 17:55:09| INFO ref finished [took 100.9258s] 09/11/23 17:55:27| INFO atc_mc finished [took 116.5978s] 09/11/23 18:03:45| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01419) [took 620.7577s] 09/11/23 18:04:59| INFO mul_sld_gs finished [took 694.6330s] 09/11/23 18:10:44| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00777) [took 1043.1118s] 09/11/23 18:18:16| INFO bin_sld_gs finished [took 1494.8154s] 09/11/23 18:18:16| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 1497.9882s] 09/11/23 18:18:16| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 09/11/23 18:20:12| INFO ref finished [took 105.4018s] 09/11/23 18:20:31| INFO atc_mc finished [took 120.7251s] 09/11/23 18:29:01| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00987) [took 638.0281s] 09/11/23 18:30:11| INFO mul_sld_gs finished [took 708.5835s] 09/11/23 18:36:57| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00791) [took 1117.6261s] 09/11/23 18:44:31| INFO bin_sld_gs finished [took 1571.3746s] 09/11/23 18:44:31| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 1575.1790s] 09/11/23 18:44:31| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 09/11/23 18:46:24| INFO ref finished [took 104.8978s] 09/11/23 18:46:40| INFO atc_mc finished [took 118.3501s] 09/11/23 18:54:58| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01023) [took 622.1779s] 09/11/23 18:56:07| INFO mul_sld_gs finished [took 690.3746s] 09/11/23 19:02:47| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01107) [took 1093.3347s] 09/11/23 19:10:24| INFO bin_sld_gs finished [took 1550.1911s] 09/11/23 19:10:24| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 1552.8093s] 09/11/23 19:10:24| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 09/11/23 19:12:22| INFO ref finished [took 107.1182s] 09/11/23 19:12:42| INFO atc_mc finished [took 122.7207s] 09/11/23 19:20:42| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00601) [took 611.0109s] 09/11/23 19:21:48| INFO mul_sld_gs finished [took 677.3835s] 09/11/23 19:28:40| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00737) [took 1093.1270s] 09/11/23 19:36:14| INFO bin_sld_gs finished [took 1546.3602s] 09/11/23 19:36:14| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 1549.8494s] 09/11/23 19:36:14| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 09/11/23 19:38:10| INFO ref finished [took 107.0910s] 09/11/23 19:38:24| INFO atc_mc finished [took 118.6447s] 09/11/23 19:46:41| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00635) [took 621.3548s] 09/11/23 19:47:46| INFO mul_sld_gs finished [took 686.5983s] 09/11/23 19:53:46| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00570) [took 1049.5084s] 09/11/23 20:01:03| INFO bin_sld_gs finished [took 1486.6617s] 09/11/23 20:01:03| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 1489.6665s] 09/11/23 20:01:03| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 09/11/23 20:03:00| INFO ref finished [took 106.5089s] 09/11/23 20:03:18| INFO atc_mc finished [took 120.7014s] 09/11/23 20:11:14| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01010) [took 603.9170s] 09/11/23 20:12:29| INFO mul_sld_gs finished [took 679.5766s] 09/11/23 20:18:39| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01229) [took 1052.8120s] 09/11/23 20:26:02| INFO bin_sld_gs finished [took 1495.9055s] 09/11/23 20:26:02| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 1498.8836s] 09/11/23 20:26:02| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 09/11/23 20:27:52| INFO ref finished [took 99.2184s] 09/11/23 20:28:11| INFO atc_mc finished [took 114.6102s] 09/11/23 20:36:08| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01845) [took 599.8525s] 09/11/23 20:37:12| INFO mul_sld_gs finished [took 663.0200s] 09/11/23 20:43:21| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00964) [took 1035.9335s] 09/11/23 20:50:57| INFO bin_sld_gs finished [took 1491.1858s] 09/11/23 20:50:57| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 1494.3872s] 09/11/23 20:50:57| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 09/11/23 20:52:44| INFO ref finished [took 97.6631s] 09/11/23 20:53:05| INFO atc_mc finished [took 115.8866s] 09/11/23 21:00:45| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00915) [took 581.9916s] 09/11/23 21:01:44| INFO mul_sld_gs finished [took 641.4659s] 09/11/23 21:08:08| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00688) [took 1027.9305s] 09/11/23 21:15:36| INFO bin_sld_gs finished [took 1476.4334s] 09/11/23 21:15:36| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 1479.7993s] ---------------------------------------------------------------------------------------------------- 10/11/23 15:49:18| INFO dataset rcv1_CCAT_1prevs 10/11/23 15:49:23| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 10/11/23 15:50:15| INFO ref finished [took 44.7880s] ---------------------------------------------------------------------------------------------------- 10/11/23 16:33:04| INFO dataset rcv1_CCAT_1prevs 10/11/23 16:33:11| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 10/11/23 16:34:10| INFO ref finished [took 50.4274s] 10/11/23 16:34:22| INFO mul_sld finished [took 66.6494s] 10/11/23 16:34:22| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 70.8885s] ---------------------------------------------------------------------------------------------------- 10/11/23 16:36:29| INFO dataset rcv1_CCAT_9prevs 10/11/23 16:36:34| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 10/11/23 16:37:26| WARNING Method mul3w_sld failed. Exception: index 3 is out of bounds for axis 0 with size 3 10/11/23 16:37:40| INFO ref finished [took 50.7235s] 10/11/23 16:37:47| INFO atc_mc finished [took 54.6993s] 10/11/23 16:38:14| INFO mul_sld finished [took 96.3069s] 10/11/23 16:38:14| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 99.5632s] 10/11/23 16:38:14| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 10/11/23 16:39:10| WARNING Method mul3w_sld failed. Exception: index 3 is out of bounds for axis 0 with size 3 10/11/23 16:39:23| INFO ref finished [took 53.5890s] 10/11/23 16:39:30| INFO atc_mc finished [took 56.2503s] 10/11/23 16:39:38| INFO mul_sld finished [took 80.8807s] 10/11/23 16:39:38| WARNING Dataset sample 0.20 of dataset rcv1_CCAT_9prevs failed. Exception: [Errno 32] Broken pipe 10/11/23 16:39:38| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 84.2790s] 10/11/23 16:39:38| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 10/11/23 16:40:34| WARNING Method mul3w_sld failed. Exception: index 3 is out of bounds for axis 0 with size 3 10/11/23 16:40:49| INFO ref finished [took 51.8000s] 10/11/23 16:40:55| INFO atc_mc finished [took 55.0477s] 10/11/23 16:41:01| INFO mul_sld finished [took 78.7373s] 10/11/23 16:41:01| WARNING Dataset sample 0.30 of dataset rcv1_CCAT_9prevs failed. Exception: [Errno 32] Broken pipe 10/11/23 16:41:01| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 82.4341s] 10/11/23 16:41:01| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 10/11/23 16:41:54| WARNING Method mul3w_sld failed. Exception: index 3 is out of bounds for axis 0 with size 3 10/11/23 16:42:08| INFO ref finished [took 52.4306s] 10/11/23 16:42:16| INFO atc_mc finished [took 56.8923s] 10/11/23 16:42:19| INFO mul_sld finished [took 75.7787s] 10/11/23 16:42:19| WARNING Dataset sample 0.40 of dataset rcv1_CCAT_9prevs failed. Exception: [Errno 32] Broken pipe 10/11/23 16:42:19| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 78.4487s] 10/11/23 16:42:19| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 10/11/23 16:43:15| WARNING Method mul3w_sld failed. Exception: index 3 is out of bounds for axis 0 with size 3 10/11/23 16:43:28| INFO ref finished [took 53.0621s] 10/11/23 16:43:36| INFO atc_mc finished [took 56.6586s] 10/11/23 16:43:43| INFO mul_sld finished [took 80.6946s] 10/11/23 16:43:43| WARNING Dataset sample 0.50 of dataset rcv1_CCAT_9prevs failed. Exception: [Errno 32] Broken pipe 10/11/23 16:43:43| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 84.0687s] 10/11/23 16:43:43| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started ---------------------------------------------------------------------------------------------------- 10/11/23 16:45:15| INFO dataset rcv1_CCAT_9prevs 10/11/23 16:45:20| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 10/11/23 16:46:11| WARNING Method mul_sld failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'int' 10/11/23 16:46:12| WARNING Method mul3w_sld failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'int' 10/11/23 16:46:25| INFO ref finished [took 50.7336s] 10/11/23 16:46:33| INFO atc_mc finished [took 54.1424s] 10/11/23 16:46:33| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 72.4632s] 10/11/23 16:46:33| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 10/11/23 16:47:28| WARNING Method mul_sld failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'int' 10/11/23 16:47:29| WARNING Method mul3w_sld failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'int' 10/11/23 16:47:42| INFO ref finished [took 52.6750s] 10/11/23 16:47:49| INFO atc_mc finished [took 55.6597s] 10/11/23 16:47:49| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 76.0516s] 10/11/23 16:47:49| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 10/11/23 16:48:47| WARNING Method mul_sld failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'int' 10/11/23 16:48:47| WARNING Dataset sample 0.30 of dataset rcv1_CCAT_9prevs failed. Exception: [Errno 32] Broken pipe 10/11/23 16:48:48| WARNING Method mul3w_sld failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'int' 10/11/23 16:48:48| WARNING Dataset sample 0.30 of dataset rcv1_CCAT_9prevs failed. Exception: [Errno 32] Broken pipe 10/11/23 16:49:01| INFO ref finished [took 53.4163s] 10/11/23 16:49:09| INFO atc_mc finished [took 56.9336s] 10/11/23 16:49:09| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 79.6478s] 10/11/23 16:49:09| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 10/11/23 16:50:06| WARNING Method mul_sld failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'int' 10/11/23 16:50:06| WARNING Dataset sample 0.40 of dataset rcv1_CCAT_9prevs failed. Exception: [Errno 32] Broken pipe 10/11/23 16:50:06| WARNING Method mul3w_sld failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'int' 10/11/23 16:50:06| WARNING Dataset sample 0.40 of dataset rcv1_CCAT_9prevs failed. Exception: [Errno 32] Broken pipe 10/11/23 16:50:19| INFO ref finished [took 54.6057s] 10/11/23 16:50:25| INFO atc_mc finished [took 56.4178s] 10/11/23 16:50:25| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 76.8668s] 10/11/23 16:50:25| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started ---------------------------------------------------------------------------------------------------- 10/11/23 16:51:39| INFO dataset rcv1_CCAT_9prevs 10/11/23 16:51:44| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 10/11/23 16:52:50| INFO ref finished [took 51.5277s] 10/11/23 16:52:55| INFO mul3w_sld finished [took 62.7316s] 10/11/23 16:52:58| INFO atc_mc finished [took 55.6057s] 10/11/23 16:53:25| INFO mul_sld finished [took 97.7123s] 10/11/23 16:53:25| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 100.9808s] 10/11/23 16:53:25| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 10/11/23 16:54:36| INFO ref finished [took 55.7445s] 10/11/23 16:54:43| INFO atc_mc finished [took 56.7203s] 10/11/23 16:54:45| INFO mul3w_sld finished [took 71.0450s] 10/11/23 16:54:53| INFO mul_sld finished [took 84.6525s] 10/11/23 16:54:53| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 88.0027s] 10/11/23 16:54:53| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 10/11/23 16:56:06| INFO ref finished [took 54.1395s] 10/11/23 16:56:11| INFO mul3w_sld finished [took 70.1307s] 10/11/23 16:56:13| INFO atc_mc finished [took 57.6850s] 10/11/23 16:56:16| INFO mul_sld finished [took 79.3229s] 10/11/23 16:56:16| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 83.1293s] 10/11/23 16:56:16| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 10/11/23 16:57:25| INFO ref finished [took 53.7706s] 10/11/23 16:57:31| INFO mul3w_sld finished [took 67.0318s] 10/11/23 16:57:32| INFO atc_mc finished [took 57.7642s] 10/11/23 16:57:35| INFO mul_sld finished [took 76.4066s] 10/11/23 16:57:35| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 79.0392s] 10/11/23 16:57:35| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 10/11/23 16:58:46| INFO ref finished [took 53.7141s] 10/11/23 16:58:51| INFO mul3w_sld finished [took 68.1234s] 10/11/23 16:58:53| INFO atc_mc finished [took 57.5702s] 10/11/23 16:58:59| INFO mul_sld finished [took 80.1266s] 10/11/23 16:58:59| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 83.5102s] 10/11/23 16:58:59| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 10/11/23 17:00:08| INFO ref finished [took 54.7955s] 10/11/23 17:00:12| INFO mul3w_sld finished [took 65.3780s] 10/11/23 17:00:16| INFO atc_mc finished [took 58.0304s] 10/11/23 17:00:35| INFO mul_sld finished [took 92.9140s] 10/11/23 17:00:35| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 95.8577s] 10/11/23 17:00:35| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 10/11/23 17:01:48| INFO ref finished [took 56.4922s] 10/11/23 17:01:53| INFO atc_mc finished [took 57.1146s] 10/11/23 17:01:53| INFO mul3w_sld finished [took 70.4300s] 10/11/23 17:02:03| INFO mul_sld finished [took 84.4971s] 10/11/23 17:02:03| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 88.5686s] 10/11/23 17:02:03| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 10/11/23 17:03:17| INFO ref finished [took 55.9443s] 10/11/23 17:03:19| INFO mul3w_sld finished [took 68.1298s] 10/11/23 17:03:21| INFO atc_mc finished [took 55.8708s] 10/11/23 17:03:29| INFO mul_sld finished [took 81.8552s] 10/11/23 17:03:29| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 85.5029s] 10/11/23 17:03:29| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 10/11/23 17:04:36| INFO ref finished [took 52.4327s] 10/11/23 17:04:42| INFO mul3w_sld finished [took 65.1205s] 10/11/23 17:04:44| INFO atc_mc finished [took 56.4258s] 10/11/23 17:05:07| INFO mul_sld finished [took 95.0175s] 10/11/23 17:05:07| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 98.2742s] ---------------------------------------------------------------------------------------------------- 10/11/23 17:11:56| INFO dataset rcv1_CCAT_9prevs 10/11/23 17:12:01| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 10/11/23 17:13:39| INFO ref finished [took 70.2028s] 10/11/23 17:13:41| INFO mul3w_sld finished [took 92.9234s] 10/11/23 17:13:43| INFO mul3wc_sld finished [took 81.4985s] 10/11/23 17:13:47| INFO atc_mc finished [took 69.8737s] 10/11/23 17:13:49| INFO mulc_sld finished [took 91.9609s] 10/11/23 17:14:09| INFO mul_sld finished [took 125.3021s] 10/11/23 17:14:09| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 128.4443s] 10/11/23 17:14:09| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 10/11/23 17:15:49| INFO ref finished [took 69.9186s] 10/11/23 17:15:52| INFO mul3w_sld finished [took 94.1565s] 10/11/23 17:15:53| INFO mul3wc_sld finished [took 81.7286s] 10/11/23 17:15:55| INFO atc_mc finished [took 68.0996s] 10/11/23 17:15:59| INFO mulc_sld finished [took 93.4749s] 10/11/23 17:16:02| INFO mul_sld finished [took 109.9866s] 10/11/23 17:16:02| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 113.2243s] 10/11/23 17:16:02| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 10/11/23 17:17:46| INFO ref finished [took 69.7954s] 10/11/23 17:17:49| INFO mul3w_sld finished [took 97.4538s] 10/11/23 17:17:52| INFO atc_mc finished [took 68.3256s] 10/11/23 17:17:53| INFO mul3wc_sld finished [took 84.1359s] 10/11/23 17:17:54| INFO mul_sld finished [took 107.4652s] 10/11/23 17:17:55| INFO mulc_sld finished [took 95.2790s] 10/11/23 17:17:55| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 112.5479s] 10/11/23 17:17:55| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 10/11/23 17:19:33| INFO ref finished [took 69.0242s] 10/11/23 17:19:37| INFO mul3w_sld finished [took 94.6726s] 10/11/23 17:19:39| INFO mul3wc_sld finished [took 83.5757s] 10/11/23 17:19:40| INFO atc_mc finished [took 70.0895s] 10/11/23 17:19:42| INFO mul_sld finished [took 104.3169s] 10/11/23 17:19:45| INFO mulc_sld finished [took 96.4947s] 10/11/23 17:19:45| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 109.8588s] 10/11/23 17:19:45| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 10/11/23 17:21:25| INFO ref finished [took 68.6827s] 10/11/23 17:21:28| INFO mul3w_sld finished [took 95.7660s] 10/11/23 17:21:33| INFO mul3wc_sld finished [took 84.6669s] 10/11/23 17:21:34| INFO atc_mc finished [took 68.2059s] 10/11/23 17:21:38| INFO mul_sld finished [took 109.7998s] 10/11/23 17:21:41| INFO mulc_sld finished [took 100.2322s] 10/11/23 17:21:41| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 116.3329s] 10/11/23 17:21:41| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 10/11/23 17:23:20| INFO ref finished [took 68.4213s] 10/11/23 17:23:21| INFO mul3w_sld finished [took 92.4175s] 10/11/23 17:23:25| INFO mul3wc_sld finished [took 84.2143s] 10/11/23 17:23:28| INFO atc_mc finished [took 70.9748s] 10/11/23 17:23:33| INFO mul_sld finished [took 108.9404s] 10/11/23 17:23:35| INFO mulc_sld finished [took 98.6542s] 10/11/23 17:23:35| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 114.0658s] 10/11/23 17:23:35| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 10/11/23 17:25:15| INFO ref finished [took 67.6212s] 10/11/23 17:25:19| INFO mul3w_sld finished [took 94.4720s] 10/11/23 17:25:23| INFO mul3wc_sld finished [took 84.2353s] 10/11/23 17:25:24| INFO atc_mc finished [took 68.8926s] 10/11/23 17:25:29| INFO mul_sld finished [took 110.0608s] 10/11/23 17:25:31| INFO mulc_sld finished [took 98.8512s] 10/11/23 17:25:31| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 116.1487s] 10/11/23 17:25:31| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 10/11/23 17:27:13| INFO ref finished [took 67.6916s] 10/11/23 17:27:14| INFO mul3wc_sld finished [took 77.9027s] 10/11/23 17:27:16| INFO mul3w_sld finished [took 95.6551s] 10/11/23 17:27:21| INFO atc_mc finished [took 69.1522s] 10/11/23 17:27:25| INFO mul_sld finished [took 110.5946s] 10/11/23 17:27:26| INFO mulc_sld finished [took 97.1366s] 10/11/23 17:27:26| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 115.0205s] 10/11/23 17:27:26| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 10/11/23 17:28:57| INFO ref finished [took 60.3214s] 10/11/23 17:29:05| INFO mul3w_sld finished [took 89.8969s] 10/11/23 17:29:08| INFO mul3wc_sld finished [took 79.4281s] 10/11/23 17:29:09| INFO mulc_sld finished [took 89.2493s] 10/11/23 17:29:10| INFO atc_mc finished [took 69.0056s] 10/11/23 17:29:29| INFO mul_sld finished [took 119.2894s] 10/11/23 17:29:29| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 122.1553s] ---------------------------------------------------------------------------------------------------- 10/11/23 17:53:55| INFO dataset rcv1_CCAT_9prevs 10/11/23 17:54:01| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 10/11/23 17:54:04| WARNING Method mul_sld_gs failed. Exception: no combination of hyperparameters seem to work 10/11/23 17:54:06| WARNING Method mul3w_sld_gs failed. Exception: no combination of hyperparameters seem to work 10/11/23 17:54:53| INFO ref finished [took 44.4485s] 10/11/23 17:55:01| INFO atc_mc finished [took 49.8926s] 10/11/23 17:55:01| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 60.0268s] 10/11/23 17:55:01| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 10/11/23 17:55:04| WARNING Method mul_sld_gs failed. Exception: no combination of hyperparameters seem to work 10/11/23 17:55:07| WARNING Method mul3w_sld_gs failed. Exception: no combination of hyperparameters seem to work 10/11/23 17:55:54| INFO ref finished [took 44.7491s] 10/11/23 17:56:02| INFO atc_mc finished [took 49.9022s] 10/11/23 17:56:02| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 60.8386s] 10/11/23 17:56:02| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 10/11/23 17:56:05| WARNING Method mul_sld_gs failed. Exception: no combination of hyperparameters seem to work 10/11/23 17:56:08| WARNING Method mul3w_sld_gs failed. Exception: no combination of hyperparameters seem to work 10/11/23 17:56:56| INFO ref finished [took 45.2058s] 10/11/23 17:57:03| INFO atc_mc finished [took 49.0981s] 10/11/23 17:57:03| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 61.1000s] 10/11/23 17:57:03| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 10/11/23 17:57:05| WARNING Method mul_sld_gs failed. Exception: no combination of hyperparameters seem to work 10/11/23 17:57:08| WARNING Method mul3w_sld_gs failed. Exception: no combination of hyperparameters seem to work 10/11/23 17:57:54| INFO ref finished [took 44.3211s] 10/11/23 17:58:01| INFO atc_mc finished [took 48.9814s] 10/11/23 17:58:01| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 58.0909s] 10/11/23 17:58:01| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 10/11/23 17:58:04| WARNING Method mul_sld_gs failed. Exception: no combination of hyperparameters seem to work 10/11/23 17:58:06| WARNING Method mul3w_sld_gs failed. Exception: no combination of hyperparameters seem to work 10/11/23 17:58:53| INFO ref finished [took 43.7895s] 10/11/23 17:59:01| INFO atc_mc finished [took 49.8161s] 10/11/23 17:59:01| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 60.3531s] 10/11/23 17:59:01| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 10/11/23 17:59:04| WARNING Method mul_sld_gs failed. Exception: no combination of hyperparameters seem to work 10/11/23 17:59:07| WARNING Method mul3w_sld_gs failed. Exception: no combination of hyperparameters seem to work 10/11/23 17:59:53| INFO ref finished [took 43.8473s] 10/11/23 18:00:02| INFO atc_mc finished [took 50.1003s] 10/11/23 18:00:02| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 60.5473s] 10/11/23 18:00:02| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 10/11/23 18:00:05| WARNING Method mul_sld_gs failed. Exception: no combination of hyperparameters seem to work 10/11/23 18:00:08| WARNING Method mul3w_sld_gs failed. Exception: no combination of hyperparameters seem to work 10/11/23 18:00:55| INFO ref finished [took 44.2168s] 10/11/23 18:01:02| INFO atc_mc finished [took 49.0013s] 10/11/23 18:01:02| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 60.5261s] 10/11/23 18:01:02| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 10/11/23 18:01:06| WARNING Method mul_sld_gs failed. Exception: no combination of hyperparameters seem to work 10/11/23 18:01:08| WARNING Method mul3w_sld_gs failed. Exception: no combination of hyperparameters seem to work 10/11/23 18:01:55| INFO ref finished [took 44.0374s] 10/11/23 18:02:02| INFO atc_mc finished [took 49.0107s] 10/11/23 18:02:02| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 60.0171s] 10/11/23 18:02:02| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 10/11/23 18:02:06| WARNING Method mul_sld_gs failed. Exception: no combination of hyperparameters seem to work 10/11/23 18:02:08| WARNING Method mul3w_sld_gs failed. Exception: no combination of hyperparameters seem to work 10/11/23 18:02:55| INFO ref finished [took 44.8341s] 10/11/23 18:03:02| INFO atc_mc finished [took 49.3663s] 10/11/23 18:03:02| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 59.9146s] ---------------------------------------------------------------------------------------------------- 10/11/23 18:32:33| INFO dataset rcv1_CCAT_1prevs 10/11/23 18:32:38| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 10/11/23 18:32:56| WARNING Method mul_sld_gs failed. Exception: '>=' not supported between instances of 'AssertionError' and 'int' 10/11/23 18:33:34| INFO ref finished [took 48.4144s] 10/11/23 18:33:34| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 55.8970s] 10/11/23 18:33:34| ERROR Failed while saving configuration rcv1_CCAT_debug_gs of rcv1_CCAT_1prevs. Exception: 'acc' 10/11/23 18:33:34| ERROR estimate comparison failed. Exceprion: [Errno 32] Broken pipe ---------------------------------------------------------------------------------------------------- 10/11/23 18:34:35| INFO dataset rcv1_CCAT_1prevs 10/11/23 18:34:40| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 10/11/23 18:36:25| INFO ref finished [took 96.5839s] 10/11/23 18:44:44| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00784) [took 599.7376s] 10/11/23 18:45:34| INFO mul_sld_gs finished [took 649.9561s] 10/11/23 18:45:34| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 654.0138s] ---------------------------------------------------------------------------------------------------- 10/11/23 19:09:37| INFO dataset rcv1_CCAT_9prevs 10/11/23 19:09:42| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 10/11/23 19:12:34| INFO ref finished [took 161.2859s] 10/11/23 19:13:10| INFO atc_mc finished [took 195.4184s] 10/11/23 19:23:09| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00980) [took 799.2257s] 10/11/23 19:25:06| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01058) [took 920.3112s] 10/11/23 19:25:20| INFO mul3w_sld_gs finished [took 930.7628s] 10/11/23 19:25:54| INFO mul_sld_gs finished [took 968.7880s] 10/11/23 19:25:54| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 972.0481s] 10/11/23 19:25:54| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 10/11/23 19:29:20| INFO ref finished [took 194.4623s] 10/11/23 19:29:41| INFO atc_mc finished [took 212.3133s] 10/11/23 19:39:18| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01783) [took 796.9196s] 10/11/23 19:41:39| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01419) [took 940.9938s] 10/11/23 19:41:44| INFO mul3w_sld_gs finished [took 942.8448s] 10/11/23 19:42:29| INFO mul_sld_gs finished [took 991.5975s] 10/11/23 19:42:29| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 995.0756s] 10/11/23 19:42:29| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 10/11/23 19:45:53| INFO ref finished [took 192.2438s] 10/11/23 19:46:27| INFO atc_mc finished [took 222.4684s] 10/11/23 19:56:09| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00855) [took 811.9404s] 10/11/23 19:58:17| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00987) [took 944.2852s] 10/11/23 19:58:26| INFO mul3w_sld_gs finished [took 949.1296s] 10/11/23 19:59:09| INFO mul_sld_gs finished [took 995.5734s] 10/11/23 19:59:09| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 999.2987s] 10/11/23 19:59:09| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 10/11/23 20:02:30| INFO ref finished [took 192.8661s] 10/11/23 20:02:59| INFO atc_mc finished [took 217.1095s] 10/11/23 20:12:26| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01004) [took 792.0336s] 10/11/23 20:14:45| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01023) [took 933.3629s] 10/11/23 20:14:49| INFO mul3w_sld_gs finished [took 935.2472s] 10/11/23 20:15:33| INFO mul_sld_gs finished [took 981.2718s] 10/11/23 20:15:33| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 983.8857s] 10/11/23 20:15:33| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 10/11/23 20:18:54| INFO ref finished [took 190.6586s] 10/11/23 20:19:31| INFO atc_mc finished [took 222.0446s] 10/11/23 20:28:53| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00628) [took 794.2257s] 10/11/23 20:31:06| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00601) [took 930.8288s] 10/11/23 20:31:12| INFO mul3w_sld_gs finished [took 932.7508s] 10/11/23 20:31:58| INFO mul_sld_gs finished [took 982.4600s] 10/11/23 20:31:58| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 985.3991s] 10/11/23 20:31:58| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 10/11/23 20:35:16| INFO ref finished [took 187.4145s] 10/11/23 20:35:52| INFO atc_mc finished [took 219.1775s] 10/11/23 20:45:24| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00683) [took 799.7247s] 10/11/23 20:47:38| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00635) [took 936.5460s] 10/11/23 20:47:46| INFO mul3w_sld_gs finished [took 941.6249s] 10/11/23 20:48:28| INFO mul_sld_gs finished [took 987.3566s] 10/11/23 20:48:28| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 990.3392s] 10/11/23 20:48:28| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 10/11/23 20:52:00| INFO ref finished [took 199.2882s] 10/11/23 20:52:27| INFO atc_mc finished [took 221.3995s] 10/11/23 21:01:50| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01112) [took 794.5357s] 10/11/23 21:03:48| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01010) [took 916.6784s] 10/11/23 21:04:04| INFO mul3w_sld_gs finished [took 928.2783s] 10/11/23 21:04:45| INFO mul_sld_gs finished [took 972.9080s] 10/11/23 21:04:45| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 976.3012s] 10/11/23 21:04:45| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 10/11/23 21:07:55| INFO ref finished [took 179.6820s] 10/11/23 21:08:25| INFO atc_mc finished [took 205.4880s] 10/11/23 21:17:51| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01448) [took 778.9722s] 10/11/23 21:20:04| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01845) [took 915.8827s] 10/11/23 21:20:10| INFO mul3w_sld_gs finished [took 917.5008s] 10/11/23 21:20:53| INFO mul_sld_gs finished [took 965.1015s] 10/11/23 21:20:53| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 968.7572s] 10/11/23 21:20:53| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 10/11/23 21:23:59| INFO ref finished [took 175.7336s] 10/11/23 21:24:36| INFO atc_mc finished [took 208.4952s] 10/11/23 21:34:01| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00971) [took 780.9362s] 10/11/23 21:35:59| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00915) [took 902.5701s] 10/11/23 21:36:12| INFO mul3w_sld_gs finished [took 911.8556s] 10/11/23 21:36:47| INFO mul_sld_gs finished [took 950.1102s] 10/11/23 21:36:47| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 953.3643s] ---------------------------------------------------------------------------------------------------- 10/11/23 23:35:14| INFO dataset rcv1_CCAT_1prevs 10/11/23 23:35:19| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 10/11/23 23:36:36| INFO ref finished [took 57.4602s] 10/11/23 23:36:41| INFO mul3w_sld finished [took 72.3696s] 10/11/23 23:36:43| INFO atc_mc finished [took 57.1442s] 10/11/23 23:36:48| INFO mul_sld finished [took 84.9653s] 10/11/23 23:36:48| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 88.9861s] 10/11/23 23:36:48| ERROR Evaluation over rcv1_CCAT_1prevs failed. Exception: file must have a 'write' attribute ---------------------------------------------------------------------------------------------------- 10/11/23 23:40:17| INFO dataset rcv1_CCAT_1prevs 10/11/23 23:40:23| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 10/11/23 23:41:49| INFO ref finished [took 68.3161s] 10/11/23 23:41:53| INFO mul3w_sld finished [took 80.2113s] 10/11/23 23:41:56| INFO atc_mc finished [took 67.4302s] 10/11/23 23:42:01| INFO mul_sld finished [took 94.1596s] 10/11/23 23:42:01| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 98.1999s] 10/11/23 23:42:01| ERROR Evaluation over rcv1_CCAT_1prevs failed. Exception: write() argument must be str, not bytes ---------------------------------------------------------------------------------------------------- 10/11/23 23:46:43| INFO dataset rcv1_CCAT_1prevs 10/11/23 23:46:48| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 10/11/23 23:48:04| INFO ref finished [took 56.6494s] 10/11/23 23:48:10| INFO mul3w_sld finished [took 71.5272s] 10/11/23 23:48:12| INFO atc_mc finished [took 56.8870s] 10/11/23 23:48:15| INFO mul_sld finished [took 83.1487s] 10/11/23 23:48:15| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 86.6542s] ---------------------------------------------------------------------------------------------------- 11/11/23 02:18:21| ERROR Evaluation over rcv1_CCAT_3prevs failed. Exception: 'Invalid estimator: estimator mul3w_slds does not exist' 11/11/23 02:18:21| ERROR Failed while saving configuration rcv1_CCAT_debug_gs of rcv1_CCAT_3prevs. Exception: local variable 'dr' referenced before assignment ---------------------------------------------------------------------------------------------------- 11/11/23 02:20:09| INFO dataset rcv1_CCAT_3prevs 11/11/23 02:20:15| INFO Dataset sample 0.20 of dataset rcv1_CCAT_3prevs started 11/11/23 02:21:26| INFO ref finished [took 54.1901s] 11/11/23 02:21:33| INFO mul3w_sld finished [took 69.3537s] 11/11/23 02:21:34| INFO atc_mc finished [took 56.0851s] 11/11/23 02:21:37| INFO mul_sld finished [took 78.6476s] 11/11/23 02:21:37| INFO Dataset sample 0.20 of dataset rcv1_CCAT_3prevs finished [took 82.3064s] 11/11/23 02:21:37| INFO Dataset sample 0.50 of dataset rcv1_CCAT_3prevs started 11/11/23 02:22:46| INFO ref finished [took 53.7198s] 11/11/23 02:22:52| INFO mul3w_sld finished [took 67.7595s] 11/11/23 02:22:54| INFO atc_mc finished [took 57.2473s] 11/11/23 02:23:00| INFO mul_sld finished [took 80.1637s] 11/11/23 02:23:00| INFO Dataset sample 0.50 of dataset rcv1_CCAT_3prevs finished [took 83.2895s] 11/11/23 02:23:00| INFO Dataset sample 0.80 of dataset rcv1_CCAT_3prevs started 11/11/23 02:24:11| INFO ref finished [took 53.3185s] 11/11/23 02:24:16| INFO mul3w_sld finished [took 67.0687s] 11/11/23 02:24:19| INFO atc_mc finished [took 56.5244s] 11/11/23 02:24:26| INFO mul_sld finished [took 82.6075s] 11/11/23 02:24:26| INFO Dataset sample 0.80 of dataset rcv1_CCAT_3prevs finished [took 85.5541s] ---------------------------------------------------------------------------------------------------- 11/11/23 03:03:37| INFO dataset rcv1_CCAT_9prevs 11/11/23 03:03:42| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 11/11/23 03:04:49| INFO ref finished [took 51.5735s] 11/11/23 03:04:53| INFO mul3w_sld finished [took 62.2816s] 11/11/23 03:04:57| INFO atc_mc finished [took 56.1819s] 11/11/23 03:05:22| INFO mul_sld finished [took 96.8027s] 11/11/23 03:05:22| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 100.0654s] 11/11/23 03:05:22| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 11/11/23 03:06:32| INFO ref finished [took 53.7892s] 11/11/23 03:06:37| INFO mul3w_sld finished [took 66.3243s] 11/11/23 03:06:40| INFO atc_mc finished [took 57.0767s] 11/11/23 03:06:48| INFO mul_sld finished [took 82.1666s] 11/11/23 03:06:48| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 85.6326s] 11/11/23 03:06:48| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 11/11/23 03:07:59| INFO ref finished [took 53.4098s] 11/11/23 03:08:05| INFO mul3w_sld finished [took 67.3941s] 11/11/23 03:08:06| INFO atc_mc finished [took 56.8497s] 11/11/23 03:08:09| INFO mul_sld finished [took 77.4972s] 11/11/23 03:08:09| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 81.1647s] 11/11/23 03:08:09| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 11/11/23 03:09:18| INFO ref finished [took 54.4416s] 11/11/23 03:09:23| INFO mul3w_sld finished [took 67.3565s] 11/11/23 03:09:25| INFO atc_mc finished [took 57.5687s] 11/11/23 03:09:29| INFO mul_sld finished [took 77.1110s] 11/11/23 03:09:29| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 79.8726s] 11/11/23 03:09:29| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 11/11/23 03:10:38| INFO ref finished [took 54.2066s] 11/11/23 03:10:44| INFO mul3w_sld finished [took 66.9062s] 11/11/23 03:10:46| INFO atc_mc finished [took 57.1371s] 11/11/23 03:10:52| INFO mul_sld finished [took 79.7498s] 11/11/23 03:10:52| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 83.1506s] 11/11/23 03:10:52| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 11/11/23 03:11:59| INFO ref finished [took 51.1698s] 11/11/23 03:12:03| INFO mul3w_sld finished [took 63.7260s] 11/11/23 03:12:07| INFO atc_mc finished [took 56.1393s] 11/11/23 03:12:15| INFO mul_sld finished [took 79.3176s] 11/11/23 03:12:15| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 82.4614s] 11/11/23 03:12:15| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 11/11/23 03:13:23| INFO ref finished [took 51.5505s] 11/11/23 03:13:28| INFO mul3w_sld finished [took 64.8809s] 11/11/23 03:13:32| INFO atc_mc finished [took 56.2766s] 11/11/23 03:13:39| INFO mul_sld finished [took 80.9284s] 11/11/23 03:13:39| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 84.2727s] 11/11/23 03:13:39| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 11/11/23 03:14:50| INFO ref finished [took 54.6314s] 11/11/23 03:14:55| INFO mul3w_sld finished [took 67.8281s] 11/11/23 03:14:58| INFO atc_mc finished [took 57.4433s] 11/11/23 03:15:04| INFO mul_sld finished [took 82.1945s] 11/11/23 03:15:04| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 85.5484s] 11/11/23 03:15:04| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 11/11/23 03:16:12| INFO ref finished [took 54.0583s] 11/11/23 03:16:19| INFO mul3w_sld finished [took 65.9654s] 11/11/23 03:16:20| INFO atc_mc finished [took 56.7869s] 11/11/23 03:16:42| INFO mul_sld finished [took 94.5979s] 11/11/23 03:16:42| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 97.8705s] ---------------------------------------------------------------------------------------------------- 11/11/23 14:55:30| INFO dataset rcv1_CCAT_9prevs 11/11/23 14:55:35| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 11/11/23 14:56:42| INFO ref finished [took 51.5446s] 11/11/23 14:56:45| INFO mul3w_sld finished [took 61.1724s] 11/11/23 14:56:49| INFO atc_mc finished [took 55.8947s] 11/11/23 14:57:16| INFO mul_sld finished [took 97.5932s] 11/11/23 14:57:16| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 100.9322s] 11/11/23 14:57:16| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 11/11/23 14:58:25| INFO ref finished [took 52.3894s] 11/11/23 14:58:32| INFO mul3w_sld finished [took 66.8082s] 11/11/23 14:58:34| INFO atc_mc finished [took 57.1608s] 11/11/23 14:58:43| INFO mul_sld finished [took 82.8613s] 11/11/23 14:58:43| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 86.2458s] 11/11/23 14:58:43| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 11/11/23 14:59:55| INFO ref finished [took 53.4860s] 11/11/23 15:00:00| INFO mul3w_sld finished [took 68.6692s] 11/11/23 15:00:02| INFO atc_mc finished [took 56.8460s] 11/11/23 15:00:04| INFO mul_sld finished [took 77.8829s] 11/11/23 15:00:04| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 81.6584s] 11/11/23 15:00:04| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 11/11/23 15:01:12| INFO ref finished [took 52.5890s] 11/11/23 15:01:18| INFO mul3w_sld finished [took 66.3191s] 11/11/23 15:01:18| INFO atc_mc finished [took 55.8094s] 11/11/23 15:01:23| INFO mul_sld finished [took 76.2650s] 11/11/23 15:01:23| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 78.8604s] 11/11/23 15:01:23| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 11/11/23 15:02:30| INFO ref finished [took 52.1273s] 11/11/23 15:02:39| INFO mul3w_sld finished [took 67.7736s] 11/11/23 15:02:41| INFO atc_mc finished [took 58.1392s] 11/11/23 15:02:47| INFO mul_sld finished [took 80.6840s] 11/11/23 15:02:47| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 84.0856s] 11/11/23 15:02:47| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 11/11/23 15:03:54| INFO ref finished [took 51.3613s] 11/11/23 15:03:59| INFO mul3w_sld finished [took 64.3562s] 11/11/23 15:04:03| INFO atc_mc finished [took 57.0352s] 11/11/23 15:04:10| INFO mul_sld finished [took 79.8549s] 11/11/23 15:04:10| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 82.9290s] 11/11/23 15:04:10| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 11/11/23 15:05:20| INFO ref finished [took 52.6105s] 11/11/23 15:05:25| INFO mul3w_sld finished [took 66.7591s] 11/11/23 15:05:27| INFO atc_mc finished [took 55.8870s] 11/11/23 15:05:34| INFO mul_sld finished [took 80.9824s] 11/11/23 15:05:34| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 84.2673s] 11/11/23 15:05:34| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 11/11/23 15:06:45| INFO ref finished [took 53.6830s] 11/11/23 15:06:50| INFO mul3w_sld finished [took 67.4974s] 11/11/23 15:06:53| INFO atc_mc finished [took 57.2897s] 11/11/23 15:06:59| INFO mul_sld finished [took 81.3697s] 11/11/23 15:06:59| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 84.7980s] 11/11/23 15:06:59| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 11/11/23 15:08:08| INFO ref finished [took 54.0902s] 11/11/23 15:08:14| INFO mul3w_sld finished [took 66.9136s] 11/11/23 15:08:16| INFO atc_mc finished [took 57.8269s] 11/11/23 15:08:39| INFO mul_sld finished [took 96.4137s] 11/11/23 15:08:39| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 99.5541s] ---------------------------------------------------------------------------------------------------- 11/11/23 18:04:49| INFO dataset imdb_9prevs 11/11/23 18:05:00| INFO Dataset sample 0.10 of dataset imdb_9prevs started 11/11/23 18:05:30| INFO ref finished [took 26.1862s] 11/11/23 18:05:37| INFO atc_mc finished [took 32.4255s] 11/11/23 18:05:42| INFO mul3w_sld finished [took 38.9162s] 11/11/23 18:06:19| INFO mul_sld finished [took 76.8053s] 11/11/23 18:06:19| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 79.1732s] 11/11/23 18:06:19| INFO Dataset sample 0.20 of dataset imdb_9prevs started 11/11/23 18:06:51| INFO ref finished [took 27.6356s] 11/11/23 18:06:58| INFO atc_mc finished [took 33.5521s] 11/11/23 18:07:01| INFO mul3w_sld finished [took 38.2698s] 11/11/23 18:07:26| INFO mul_sld finished [took 63.9553s] 11/11/23 18:07:26| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 66.8514s] 11/11/23 18:07:26| INFO Dataset sample 0.30 of dataset imdb_9prevs started 11/11/23 18:08:02| INFO ref finished [took 27.3880s] 11/11/23 18:08:09| INFO atc_mc finished [took 34.5060s] 11/11/23 18:08:12| INFO mul3w_sld finished [took 38.3408s] 11/11/23 18:08:23| INFO mul_sld finished [took 50.5943s] 11/11/23 18:08:23| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 57.8801s] 11/11/23 18:08:23| INFO Dataset sample 0.40 of dataset imdb_9prevs started 11/11/23 18:08:57| INFO ref finished [took 27.9013s] 11/11/23 18:09:03| INFO atc_mc finished [took 33.7677s] 11/11/23 18:09:06| INFO mul3w_sld finished [took 37.6649s] 11/11/23 18:09:18| INFO mul_sld finished [took 51.5975s] 11/11/23 18:09:18| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 54.8989s] 11/11/23 18:09:18| INFO Dataset sample 0.50 of dataset imdb_9prevs started 11/11/23 18:09:53| INFO ref finished [took 28.6798s] 11/11/23 18:10:00| INFO atc_mc finished [took 35.3206s] 11/11/23 18:10:03| INFO mul3w_sld finished [took 38.9082s] 11/11/23 18:10:15| INFO mul_sld finished [took 52.0709s] 11/11/23 18:10:15| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 56.2785s] 11/11/23 18:10:15| INFO Dataset sample 0.60 of dataset imdb_9prevs started 11/11/23 18:10:48| INFO ref finished [took 28.5387s] 11/11/23 18:10:55| INFO atc_mc finished [took 34.9152s] 11/11/23 18:10:58| INFO mul3w_sld finished [took 39.0343s] 11/11/23 18:11:07| INFO mul_sld finished [took 49.9013s] 11/11/23 18:11:07| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 52.8028s] 11/11/23 18:11:07| INFO Dataset sample 0.70 of dataset imdb_9prevs started 11/11/23 18:11:43| INFO ref finished [took 29.2208s] 11/11/23 18:11:50| INFO atc_mc finished [took 36.2494s] 11/11/23 18:11:54| INFO mul3w_sld finished [took 39.4380s] 11/11/23 18:12:02| INFO mul_sld finished [took 50.3782s] 11/11/23 18:12:02| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 54.9711s] 11/11/23 18:12:02| INFO Dataset sample 0.80 of dataset imdb_9prevs started 11/11/23 18:12:37| INFO ref finished [took 28.2535s] 11/11/23 18:12:45| INFO atc_mc finished [took 34.9431s] 11/11/23 18:12:47| INFO mul3w_sld finished [took 38.4049s] 11/11/23 18:12:56| INFO mul_sld finished [took 48.3663s] 11/11/23 18:12:56| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 53.7749s] 11/11/23 18:12:56| INFO Dataset sample 0.90 of dataset imdb_9prevs started 11/11/23 18:13:28| INFO ref finished [took 27.5002s] 11/11/23 18:13:35| INFO atc_mc finished [took 34.2726s] 11/11/23 18:13:41| INFO mul3w_sld finished [took 41.9968s] 11/11/23 18:13:54| INFO mul_sld finished [took 56.7537s] 11/11/23 18:13:54| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 58.1750s] ---------------------------------------------------------------------------------------------------- 11/11/23 20:10:59| ERROR Evaluation over rcv1_CCAT_9prevs failed. Exception: 'Invalid estimator: estimator mul3wne_sld does not exist' 11/11/23 20:10:59| ERROR Failed while saving configuration rcv1_CCAT_main of rcv1_CCAT_9prevs. Exception: local variable 'dr' referenced before assignment 11/11/23 20:10:59| ERROR Failed while saving configuration rcv1_CCAT_main of rcv1_CCAT_9prevs. Exception: local variable 'dr' referenced before assignment ---------------------------------------------------------------------------------------------------- 11/11/23 20:12:46| INFO dataset rcv1_CCAT_9prevs 11/11/23 20:12:51| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 11/11/23 20:18:44| INFO mul3w_sld finished [took 342.3142s] 11/11/23 21:22:22| INFO mulc_sld finished [took 4144.0716s] 11/11/23 21:24:33| INFO mul3wmc_sld finished [took 4252.2867s] 11/11/23 21:26:28| INFO mul_sld finished [took 4411.4601s] 11/11/23 21:26:33| INFO doc_feat finished [took 4285.3305s] 11/11/23 21:26:55| INFO mul3wne_sld finished [took 4374.0532s] 11/11/23 21:27:04| INFO mulne_sld finished [took 4389.8087s] 11/11/23 21:27:21| INFO kfcv finished [took 4368.5528s] 11/11/23 21:27:28| INFO ref finished [took 4366.2521s] 11/11/23 21:27:45| INFO atc_mc finished [took 4374.8866s] 11/11/23 21:27:57| INFO atc_ne finished [took 4377.9423s] 11/11/23 21:27:59| INFO mul3wc_sld finished [took 4481.5207s] 11/11/23 21:28:23| INFO mulmc_sld finished [took 4491.5322s] 11/11/23 21:30:24| WARNING Method bin_sld_gs failed. Exception: Found array with 0 sample(s) (shape=(0, 0)) while a minimum of 1 is required by LogisticRegression. 11/11/23 21:44:57| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00980) [took 5429.8313s] 11/11/23 21:47:49| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01058) [took 5608.8050s] 11/11/23 21:47:50| WARNING Method binne_sld failed. Exception: Found array with 0 sample(s) (shape=(0, 0)) while a minimum of 1 is required by LogisticRegression. 11/11/23 21:47:53| WARNING Method binc_sld failed. Exception: Found array with 0 sample(s) (shape=(0, 0)) while a minimum of 1 is required by LogisticRegression. 11/11/23 21:47:58| INFO mul3w_sld_gs finished [took 5610.8176s] 11/11/23 21:49:05| INFO mul_sld_gs finished [took 5684.7559s] ---------------------------------------------------------------------------------------------------- 12/11/23 03:07:29| INFO dataset rcv1_CCAT_9prevs 12/11/23 03:07:36| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 12/11/23 03:10:29| INFO mul3w_sld finished [took 162.4724s] 12/11/23 03:10:42| INFO mul3wc_sld finished [took 160.2667s] 12/11/23 03:10:49| INFO mulc_sld finished [took 171.6289s] 12/11/23 03:11:05| INFO mul3wmc_sld finished [took 160.9023s] 12/11/23 03:11:09| INFO mul3wne_sld finished [took 139.8680s] 12/11/23 03:11:10| INFO mulmc_sld finished [took 172.3300s] 12/11/23 03:11:25| INFO mulne_sld finished [took 163.9727s] 12/11/23 03:12:04| INFO mul_sld finished [took 262.2761s] 12/11/23 07:01:34| INFO ref finished [took 13811.2287s] 12/11/23 07:01:35| INFO doc_feat finished [took 13762.0723s] 12/11/23 07:01:55| INFO atc_mc finished [took 13823.1378s] 12/11/23 07:01:56| INFO kfcv finished [took 13843.2850s] 12/11/23 07:02:07| INFO atc_ne finished [took 13825.3903s] 12/11/23 07:03:45| WARNING Method bin_sld_gs failed. Exception: Found array with 0 sample(s) (shape=(0, 0)) while a minimum of 1 is required by LogisticRegression. 12/11/23 07:13:49| WARNING Method binc_sld failed. Exception: Found array with 0 sample(s) (shape=(0, 0)) while a minimum of 1 is required by LogisticRegression. 12/11/23 07:14:26| WARNING Method binne_sld failed. Exception: Found array with 0 sample(s) (shape=(0, 0)) while a minimum of 1 is required by LogisticRegression. 12/11/23 07:14:51| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00980) [took 14635.1820s] 12/11/23 07:16:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01058) [took 14766.5696s] 12/11/23 07:17:06| INFO mul3w_sld_gs finished [took 14769.7382s] 12/11/23 07:17:50| INFO mul_sld_gs finished [took 14822.4833s] ---------------------------------------------------------------------------------------------------- 14/11/23 10:48:56| INFO dataset rcv1_CCAT_9prevs [pool size: 6] 14/11/23 10:49:03| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 14/11/23 10:50:09| INFO ref finished [took 52.4488s] 14/11/23 10:50:13| INFO mul3w_sld finished [took 61.4401s] 14/11/23 10:50:16| INFO atc_mc finished [took 55.5122s] 14/11/23 10:50:44| INFO mul_sld finished [took 96.9739s] 14/11/23 10:50:44| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 100.2168s] 14/11/23 10:50:44| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 14/11/23 10:51:53| INFO ref finished [took 51.8743s] 14/11/23 10:51:58| INFO mul3w_sld finished [took 65.9840s] 14/11/23 10:52:00| INFO atc_mc finished [took 56.0236s] 14/11/23 10:52:08| INFO mul_sld finished [took 80.5319s] 14/11/23 10:52:08| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 83.9911s] 14/11/23 10:52:08| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 14/11/23 10:53:18| INFO ref finished [took 52.9983s] 14/11/23 10:53:23| INFO mul3w_sld finished [took 66.2813s] 14/11/23 10:53:27| INFO mul_sld finished [took 75.7298s] 14/11/23 10:53:27| INFO atc_mc finished [took 57.5290s] 14/11/23 10:53:27| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 79.4572s] 14/11/23 10:53:27| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 14/11/23 10:54:36| INFO ref finished [took 53.6551s] 14/11/23 10:54:42| INFO mul3w_sld finished [took 67.7717s] 14/11/23 10:54:44| INFO atc_mc finished [took 58.2452s] 14/11/23 10:54:47| INFO mul_sld finished [took 77.1280s] 14/11/23 10:54:47| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 79.8159s] 14/11/23 10:54:47| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 14/11/23 10:55:57| INFO ref finished [took 53.0671s] 14/11/23 10:56:02| INFO mul3w_sld finished [took 65.7727s] 14/11/23 10:56:05| INFO atc_mc finished [took 56.9758s] 14/11/23 10:56:09| INFO mul_sld finished [took 78.5383s] 14/11/23 10:56:09| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 82.0972s] 14/11/23 10:56:09| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 14/11/23 10:57:17| INFO ref finished [took 52.6539s] 14/11/23 10:57:22| INFO mul3w_sld finished [took 64.6467s] 14/11/23 10:57:28| INFO atc_mc finished [took 60.6980s] 14/11/23 10:57:32| INFO mul_sld finished [took 79.6543s] 14/11/23 10:57:32| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 82.6942s] 14/11/23 10:57:32| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 14/11/23 10:58:41| INFO ref finished [took 52.3088s] 14/11/23 10:58:46| INFO mul3w_sld finished [took 65.6132s] 14/11/23 10:58:49| INFO atc_mc finished [took 56.5070s] 14/11/23 10:58:56| INFO mul_sld finished [took 80.9730s] 14/11/23 10:58:56| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 84.3301s] 14/11/23 10:58:56| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 14/11/23 11:00:07| INFO ref finished [took 53.8347s] 14/11/23 11:00:15| INFO mul3w_sld finished [took 70.7668s] 14/11/23 11:00:18| INFO atc_mc finished [took 59.7136s] 14/11/23 11:00:22| INFO mul_sld finished [took 81.8963s] 14/11/23 11:00:22| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 85.4119s] 14/11/23 11:00:22| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 14/11/23 11:01:29| INFO ref finished [took 52.4688s] 14/11/23 11:01:35| INFO atc_mc finished [took 54.5078s] 14/11/23 11:01:37| INFO mul3w_sld finished [took 67.0480s] 14/11/23 11:02:02| INFO mul_sld finished [took 96.9095s] 14/11/23 11:02:02| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 100.3294s] ---------------------------------------------------------------------------------------------------- 14/11/23 11:13:59| INFO dataset rcv1_CCAT_1prevs [pool size: 6] 14/11/23 11:14:04| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 14/11/23 11:15:53| INFO mul3w_sld finished [took 95.2635s] 14/11/23 11:16:00| INFO mul3wc_sld finished [took 77.4014s] 14/11/23 11:16:05| INFO mul_sld finished [took 112.5286s] 14/11/23 11:16:16| INFO mulc_sld finished [took 99.6355s] 14/11/23 11:17:21| INFO mul3wmc_sld finished [took 69.0500s] 14/11/23 11:17:38| INFO mulmc_sld finished [took 93.9158s] 14/11/23 11:18:49| INFO mul3wne_sld finished [took 65.1529s] 14/11/23 11:18:50| INFO mulne_sld finished [took 85.0707s] ---------------------------------------------------------------------------------------------------- 14/11/23 12:01:31| INFO dataset rcv1_CCAT_1prevs [pool size: 6] 14/11/23 12:01:49| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 14/11/23 12:03:33| INFO mul3w_sld finished [took 92.1749s] 14/11/23 12:03:43| INFO mul3wc_sld finished [took 77.0783s] 14/11/23 12:03:45| INFO mul_sld finished [took 108.3313s] 14/11/23 12:04:00| INFO mulc_sld finished [took 100.6941s] 14/11/23 12:05:01| INFO mul3wmc_sld finished [took 67.6103s] 14/11/23 12:05:12| INFO mulmc_sld finished [took 84.9722s] 14/11/23 12:06:42| INFO mulne_sld finished [took 95.4751s] 14/11/23 12:07:46| INFO mul3wne_sld finished [took 145.7832s] 14/11/23 12:20:57| INFO kfcv finished [took 731.0757s] 14/11/23 12:24:01| INFO ref finished [took 161.0826s] 14/11/23 12:24:10| INFO atc_mc finished [took 152.2551s] 14/11/23 12:27:09| INFO atc_ne finished [took 177.0517s] 14/11/23 12:27:09| INFO doc_feat finished [took 165.8618s] 14/11/23 12:35:36| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00894) [took 1611.7073s] 14/11/23 12:36:38| WARNING Method bin_sld_gs failed. Exception: Found array with 0 sample(s) (shape=(0, 0)) while a minimum of 1 is required by LogisticRegression. 14/11/23 12:38:19| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00784) [took 1804.0886s] 14/11/23 12:39:34| INFO mul3w_sld_gs finished [took 1849.4739s] 14/11/23 12:40:25| INFO mul_sld_gs finished [took 1930.3518s] ---------------------------------------------------------------------------------------------------- 14/11/23 13:12:54| INFO dataset rcv1_CCAT_1prevs [pool size: 6] 14/11/23 13:13:02| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 14/11/23 13:13:51| INFO ref finished [took 42.5838s] 14/11/23 13:18:21| WARNING Method bin_sld_gs failed. Exception: Found array with 0 sample(s) (shape=(0, 0)) while a minimum of 1 is required by LogisticRegression. 14/11/23 13:18:26| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 323.5416s] 14/11/23 13:18:27| ERROR Failed while saving configuration rcv1_CCAT_main of rcv1_CCAT_1prevs. Exception: 'acc' 14/11/23 13:18:27| ERROR Failed while saving configuration rcv1_CCAT_main of rcv1_CCAT_1prevs. Exception: 'f1' ---------------------------------------------------------------------------------------------------- 14/11/23 17:03:24| INFO dataset rcv1_CCAT_1prevs [pool size: 6] 14/11/23 17:03:29| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 14/11/23 17:04:30| INFO ref finished [took 53.7434s] 14/11/23 17:20:39| WARNING Method bin_sld_gs failed. Exception: Found array with 0 sample(s) (shape=(0, 0)) while a minimum of 1 is required by LogisticRegression. 14/11/23 17:20:39| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 1029.5810s] 14/11/23 17:20:40| ERROR Failed while saving configuration rcv1_CCAT_main of rcv1_CCAT_1prevs. Exception: 'acc' 14/11/23 17:20:40| ERROR Failed while saving configuration rcv1_CCAT_main of rcv1_CCAT_1prevs. Exception: 'f1' ---------------------------------------------------------------------------------------------------- 14/11/23 17:20:48| INFO dataset rcv1_CCAT_1prevs [pool size: 6] 14/11/23 17:20:53| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 14/11/23 17:21:54| INFO ref finished [took 53.6881s] ---------------------------------------------------------------------------------------------------- 14/11/23 17:24:55| INFO dataset rcv1_CCAT_1prevs [pool size: 6] 14/11/23 17:25:01| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 14/11/23 17:26:00| WARNING Method bin_sld_gs failed. Exception: Found array with 0 sample(s) (shape=(0, 0)) while a minimum of 1 is required by LogisticRegression. 14/11/23 17:26:03| INFO ref finished [took 54.7734s] 14/11/23 17:26:03| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 61.9197s] 14/11/23 17:26:03| ERROR Failed while saving configuration rcv1_CCAT_main of rcv1_CCAT_1prevs. Exception: 'acc' 14/11/23 17:26:03| ERROR Failed while saving configuration rcv1_CCAT_main of rcv1_CCAT_1prevs. Exception: 'f1' ---------------------------------------------------------------------------------------------------- 14/11/23 17:26:18| INFO dataset rcv1_CCAT_1prevs [pool size: 6] 14/11/23 17:26:24| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 14/11/23 17:27:28| INFO ref finished [took 57.2251s] 14/11/23 17:32:54| WARNING Method bin_sld_gs failed. Exception: Found array with 0 sample(s) (shape=(0, 0)) while a minimum of 1 is required by LogisticRegression. 14/11/23 17:32:54| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 390.1870s] 14/11/23 17:32:54| ERROR Failed while saving configuration rcv1_CCAT_main of rcv1_CCAT_1prevs. Exception: 'acc' 14/11/23 17:32:54| ERROR Failed while saving configuration rcv1_CCAT_main of rcv1_CCAT_1prevs. Exception: 'f1' ---------------------------------------------------------------------------------------------------- 14/11/23 17:33:40| INFO dataset rcv1_CCAT_1prevs [pool size: 6] 14/11/23 17:33:46| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started ---------------------------------------------------------------------------------------------------- 14/11/23 17:34:32| INFO dataset rcv1_CCAT_1prevs [pool size: 6] 14/11/23 17:34:37| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 14/11/23 17:36:04| INFO ref finished [took 79.8673s] 14/11/23 17:38:41| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00843) [took 239.0425s] 14/11/23 17:39:32| INFO bin_sld_gs finished [took 290.1382s] 14/11/23 17:39:32| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 294.1613s] ---------------------------------------------------------------------------------------------------- 14/11/23 17:47:03| INFO dataset rcv1_CCAT_1prevs [pool size: 6] 14/11/23 17:47:08| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 14/11/23 17:48:36| INFO ref finished [took 80.9696s] 14/11/23 17:51:09| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00843) [took 236.5057s] 14/11/23 17:51:59| INFO bin_sld_gs finished [took 287.2511s] 14/11/23 17:51:59| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 291.2278s] ---------------------------------------------------------------------------------------------------- 14/11/23 17:55:25| INFO dataset rcv1_CCAT_1prevs [pool size: 6] 14/11/23 17:55:31| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started 14/11/23 17:59:01| INFO ref finished [took 182.2461s] 14/11/23 17:59:14| INFO bin_sld finished [took 219.3815s] 14/11/23 17:59:45| INFO mul_sld finished [took 245.4107s] 14/11/23 18:04:50| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00843) [took 545.1706s] 14/11/23 18:07:24| INFO bin_sld_gs finished [took 699.2500s] 14/11/23 18:10:41| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00784) [took 888.9296s] 14/11/23 18:11:32| INFO mul_sld_gs finished [took 939.7703s] 14/11/23 18:11:32| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 961.2148s] ---------------------------------------------------------------------------------------------------- 14/11/23 19:01:11| INFO dataset rcv1_CCAT_9prevs [pool size: 6] 14/11/23 19:01:16| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started ---------------------------------------------------------------------------------------------------- 14/11/23 19:01:44| INFO dataset rcv1_CCAT_9prevs [pool size: 6] 14/11/23 19:01:50| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 14/11/23 19:02:30| INFO ref finished [took 62.8948s] 14/11/23 19:02:39| WARNING Method bin_sld failed. Exception: [Errno 32] Broken pipe 14/11/23 19:02:39| WARNING Dataset sample 0.10 of dataset rcv1_CCAT_9prevs failed. Exception: [Errno 32] Broken pipe 14/11/23 19:03:04| INFO ref finished [took 61.0546s] 14/11/23 19:03:10| INFO mul_sld finished [took 106.9317s] 14/11/23 19:03:10| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 113.5282s] 14/11/23 19:03:10| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 14/11/23 19:03:21| INFO atc_mc finished [took 72.3755s] 14/11/23 19:03:26| INFO bin_sld finished [took 92.6645s] 14/11/23 19:03:56| INFO mul_sld finished [took 117.9720s] 14/11/23 19:03:56| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 126.7634s] 14/11/23 19:03:56| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 14/11/23 19:04:29| INFO ref finished [took 64.2118s] 14/11/23 19:04:41| INFO bin_sld finished [took 86.5721s] 14/11/23 19:04:47| INFO mul_sld finished [took 87.2893s] 14/11/23 19:04:47| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 97.5730s] 14/11/23 19:04:47| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 14/11/23 19:05:28| INFO ref finished [took 74.1881s] 14/11/23 19:05:38| INFO bin_sld finished [took 96.5640s] 14/11/23 19:05:45| INFO atc_mc finished [took 82.5089s] 14/11/23 19:05:50| INFO mul_sld finished [took 102.9937s] 14/11/23 19:05:50| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 113.4486s] 14/11/23 19:05:50| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 14/11/23 19:06:19| INFO ref finished [took 70.6959s] 14/11/23 19:06:35| INFO bin_sld finished [took 102.0154s] 14/11/23 19:06:35| INFO mul_sld finished [took 95.4393s] 14/11/23 19:06:35| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 107.5858s] 14/11/23 19:06:35| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 14/11/23 19:07:27| INFO ref finished [took 74.7147s] 14/11/23 19:07:31| INFO bin_sld finished [took 96.6637s] 14/11/23 19:07:36| INFO atc_mc finished [took 81.2520s] 14/11/23 19:07:41| INFO mul_sld finished [took 99.5891s] 14/11/23 19:07:41| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 111.1995s] 14/11/23 19:07:41| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 14/11/23 19:08:14| INFO mul_sld finished [took 91.6290s] 14/11/23 19:08:17| INFO ref finished [took 89.3877s] 14/11/23 19:08:21| INFO bin_sld finished [took 102.8055s] 14/11/23 19:08:21| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 106.3758s] 14/11/23 19:08:21| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 14/11/23 19:09:20| INFO ref finished [took 86.5643s] 14/11/23 19:09:21| INFO atc_mc finished [took 79.2297s] 14/11/23 19:09:25| INFO bin_sld finished [took 100.9769s] 14/11/23 19:09:26| INFO mul_sld finished [took 97.7833s] 14/11/23 19:09:26| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 104.6995s] 14/11/23 19:09:26| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 14/11/23 19:09:54| INFO ref finished [took 74.9119s] 14/11/23 19:10:09| INFO mul_sld finished [took 96.2572s] 14/11/23 19:10:20| INFO bin_sld finished [took 114.0767s] 14/11/23 19:10:20| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 118.7633s] 14/11/23 19:10:20| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 14/11/23 19:10:56| INFO ref finished [took 72.2158s] 14/11/23 19:11:01| INFO bin_sld finished [took 90.7485s] 14/11/23 19:11:05| INFO atc_mc finished [took 78.2709s] 14/11/23 19:11:16| INFO mul_sld finished [took 100.8873s] 14/11/23 19:11:16| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 110.8116s] 14/11/23 19:11:16| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 14/11/23 19:11:52| INFO ref finished [took 73.7993s] 14/11/23 19:12:01| INFO bin_sld finished [took 96.7293s] 14/11/23 19:12:09| INFO mul_sld finished [took 98.4542s] 14/11/23 19:12:09| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 108.9848s] 14/11/23 19:12:09| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 14/11/23 19:12:46| INFO ref finished [took 75.7971s] 14/11/23 19:12:53| INFO bin_sld finished [took 92.4683s] 14/11/23 19:13:00| INFO atc_mc finished [took 85.1024s] 14/11/23 19:13:12| INFO mul_sld finished [took 106.5708s] 14/11/23 19:13:12| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 115.9514s] 14/11/23 19:13:12| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 14/11/23 19:13:34| INFO ref finished [took 64.5123s] 14/11/23 19:13:51| INFO bin_sld finished [took 97.2111s] 14/11/23 19:13:58| INFO mul_sld finished [took 97.7685s] 14/11/23 19:13:58| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 108.9796s] 14/11/23 19:13:58| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 14/11/23 19:14:46| INFO ref finished [took 74.8559s] 14/11/23 19:14:55| INFO atc_mc finished [took 79.5400s] 14/11/23 19:15:04| INFO mul_sld finished [took 100.5167s] 14/11/23 19:15:05| INFO bin_sld finished [took 108.6239s] 14/11/23 19:15:05| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 112.7878s] 14/11/23 19:15:05| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 14/11/23 19:15:27| INFO ref finished [took 70.2807s] 14/11/23 19:15:50| INFO bin_sld finished [took 106.5730s] 14/11/23 19:15:57| INFO mul_sld finished [took 107.4386s] 14/11/23 19:15:57| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 118.9163s] 14/11/23 19:15:57| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 14/11/23 19:16:44| INFO atc_mc finished [took 75.2460s] 14/11/23 19:16:45| INFO ref finished [took 82.0378s] 14/11/23 19:16:53| INFO bin_sld finished [took 103.3235s] 14/11/23 19:16:55| INFO mul_sld finished [took 100.7315s] 14/11/23 19:16:55| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 109.9435s] 14/11/23 19:16:55| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 14/11/23 19:17:41| INFO ref finished [took 87.2553s] 14/11/23 19:17:49| INFO bin_sld finished [took 107.7924s] 14/11/23 19:17:55| INFO mul_sld finished [took 107.3243s] 14/11/23 19:17:55| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 118.3043s] 14/11/23 19:18:11| INFO ref finished [took 61.2118s] 14/11/23 19:18:19| INFO atc_mc finished [took 65.0574s] 14/11/23 19:18:43| INFO mul_sld finished [took 98.6543s] 14/11/23 19:18:44| INFO bin_sld finished [took 105.3526s] 14/11/23 19:18:44| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 109.2322s] ---------------------------------------------------------------------------------------------------- 14/11/23 19:26:31| INFO dataset rcv1_CCAT_9prevs [pool size: 6] 14/11/23 19:26:36| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 14/11/23 19:28:20| INFO mul3wc_sld finished [took 92.3747s] 14/11/23 19:28:24| INFO mulc_sld finished [took 100.4775s] 14/11/23 19:28:33| INFO mul3wmc_sld finished [took 85.8181s] 14/11/23 19:28:34| INFO binc_sld finished [took 114.7100s] 14/11/23 19:28:51| INFO mulmc_sld finished [took 108.7790s] 14/11/23 19:28:52| INFO binmc_sld finished [took 115.7372s] 14/11/23 19:33:06| INFO mulne_sld finished [took 276.9628s] 14/11/23 19:33:20| INFO mul3wne_sld finished [took 280.4380s] 14/11/23 19:33:56| INFO binne_sld finished [took 332.4569s] 14/11/23 19:38:19| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00589) [took 573.3959s] 14/11/23 19:39:29| INFO ref finished [took 352.0854s] 14/11/23 19:39:39| INFO kfcv finished [took 382.1024s] 14/11/23 19:40:14| INFO atc_mc finished [took 365.5751s] 14/11/23 19:43:09| INFO bin_sld_gs finished [took 863.6472s] 14/11/23 19:43:51| INFO doc_feat finished [took 239.8335s] 14/11/23 19:44:27| INFO atc_ne finished [took 287.6745s] 14/11/23 19:47:02| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00980) [took 1079.9167s] 14/11/23 19:48:59| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01058) [took 1203.3697s] 14/11/23 19:49:12| INFO mul3w_sld_gs finished [took 1210.2260s] 14/11/23 19:49:47| INFO mul_sld_gs finished [took 1251.9477s] 14/11/23 19:49:47| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 1390.9016s] 14/11/23 19:49:47| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 14/11/23 19:51:36| INFO mul3wc_sld finished [took 96.6506s] 14/11/23 19:51:39| INFO binc_sld finished [took 108.2730s] 14/11/23 19:51:43| INFO mulc_sld finished [took 108.4953s] 14/11/23 19:51:49| INFO mul3wmc_sld finished [took 87.7808s] 14/11/23 19:52:01| INFO binmc_sld finished [took 113.2679s] 14/11/23 19:52:06| INFO mulmc_sld finished [took 110.8055s] 14/11/23 19:57:09| INFO mul3wne_sld finished [took 317.6225s] 14/11/23 19:57:13| INFO binne_sld finished [took 333.0413s] 14/11/23 19:57:37| INFO mulne_sld finished [took 351.3497s] 14/11/23 20:03:42| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00777) [took 699.7427s] 14/11/23 20:03:47| INFO ref finished [took 370.6334s] 14/11/23 20:04:03| INFO kfcv finished [took 401.3191s] 14/11/23 20:04:32| INFO atc_mc finished [took 399.2837s] 14/11/23 20:08:02| INFO doc_feat finished [took 229.6663s] 14/11/23 20:08:45| INFO bin_sld_gs finished [took 1003.1597s] 14/11/23 20:08:51| INFO atc_ne finished [took 293.3607s] 14/11/23 20:10:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01783) [took 1120.0893s] 14/11/23 20:13:07| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01419) [took 1258.1279s] 14/11/23 20:13:13| INFO mul3w_sld_gs finished [took 1259.6078s] 14/11/23 20:13:58| INFO mul_sld_gs finished [took 1309.2212s] 14/11/23 20:13:58| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 1450.4510s] 14/11/23 20:13:58| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 14/11/23 20:15:51| INFO mul3wc_sld finished [took 99.3553s] 14/11/23 20:15:51| INFO binc_sld finished [took 109.2750s] 14/11/23 20:16:01| INFO mulc_sld finished [took 115.4819s] 14/11/23 20:16:01| INFO binmc_sld finished [took 101.2430s] 14/11/23 20:16:04| INFO mul3wmc_sld finished [took 89.6000s] 14/11/23 20:16:12| INFO mulmc_sld finished [took 103.8880s] 14/11/23 20:21:17| INFO mul3wne_sld finished [took 308.5733s] 14/11/23 20:21:19| INFO binne_sld finished [took 324.9019s] 14/11/23 20:21:22| INFO mulne_sld finished [took 321.5647s] 14/11/23 20:28:08| INFO ref finished [took 384.4074s] 14/11/23 20:28:45| INFO kfcv finished [took 436.1888s] 14/11/23 20:29:13| INFO atc_mc finished [took 432.8089s] 14/11/23 20:29:36| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00791) [took 798.4766s] 14/11/23 20:33:05| INFO doc_feat finished [took 244.0242s] 14/11/23 20:33:35| INFO atc_ne finished [took 310.7955s] 14/11/23 20:34:28| INFO bin_sld_gs finished [took 1091.2222s] 14/11/23 20:35:44| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00855) [took 1155.3395s] 14/11/23 20:37:48| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00987) [took 1284.9302s] 14/11/23 20:37:59| INFO mul3w_sld_gs finished [took 1290.5377s] 14/11/23 20:38:39| INFO mul_sld_gs finished [took 1335.1778s] 14/11/23 20:38:39| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 1480.9287s] 14/11/23 20:38:39| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 14/11/23 20:40:23| INFO mul3wc_sld finished [took 94.6599s] 14/11/23 20:40:23| INFO binc_sld finished [took 102.0587s] 14/11/23 20:40:33| INFO mul3wmc_sld finished [took 84.7201s] 14/11/23 20:40:33| INFO binmc_sld finished [took 96.8904s] 14/11/23 20:40:35| INFO mulc_sld finished [took 111.4472s] 14/11/23 20:40:53| INFO mulmc_sld finished [took 109.1562s] 14/11/23 20:45:51| INFO binne_sld finished [took 324.7005s] 14/11/23 20:45:52| INFO mul3wne_sld finished [took 313.2336s] 14/11/23 20:46:07| INFO mulne_sld finished [took 335.4135s] 14/11/23 20:52:52| INFO ref finished [took 398.1704s] 14/11/23 20:52:58| INFO kfcv finished [took 417.6761s] 14/11/23 20:53:36| INFO atc_mc finished [took 429.4704s] 14/11/23 20:54:44| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01107) [took 837.6243s] 14/11/23 20:57:41| INFO doc_feat finished [took 269.3672s] 14/11/23 20:58:30| INFO atc_ne finished [took 327.9274s] 14/11/23 20:59:59| INFO bin_sld_gs finished [took 1152.3067s] 14/11/23 21:00:01| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01004) [took 1142.9176s] 14/11/23 21:02:16| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01023) [took 1281.2276s] 14/11/23 21:02:22| INFO mul3w_sld_gs finished [took 1284.0349s] 14/11/23 21:03:03| INFO mul_sld_gs finished [took 1328.9541s] 14/11/23 21:03:03| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 1464.6965s] 14/11/23 21:03:03| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 14/11/23 21:04:55| INFO binc_sld finished [took 108.5734s] 14/11/23 21:04:55| INFO mul3wc_sld finished [took 99.6567s] 14/11/23 21:05:05| INFO mul3wmc_sld finished [took 86.0588s] 14/11/23 21:05:12| INFO binmc_sld finished [took 107.5432s] 14/11/23 21:05:26| INFO mulc_sld finished [took 135.5975s] 14/11/23 21:05:30| INFO mulmc_sld finished [took 116.7908s] 14/11/23 21:10:00| INFO mul3wne_sld finished [took 287.9286s] 14/11/23 21:10:32| INFO binne_sld finished [took 332.7960s] 14/11/23 21:11:23| INFO mulne_sld finished [took 378.2024s] 14/11/23 21:17:01| INFO kfcv finished [took 407.3015s] 14/11/23 21:17:06| INFO ref finished [took 382.4695s] 14/11/23 21:19:03| INFO atc_mc finished [took 446.8215s] 14/11/23 21:19:42| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00737) [took 858.8275s] 14/11/23 21:22:10| INFO doc_feat finished [took 280.6127s] 14/11/23 21:22:59| INFO atc_ne finished [took 343.6955s] 14/11/23 21:24:47| INFO bin_sld_gs finished [took 1163.7924s] 14/11/23 21:24:58| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00628) [took 1161.4324s] 14/11/23 21:27:08| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00601) [took 1297.9378s] 14/11/23 21:27:15| INFO mul3w_sld_gs finished [took 1299.2080s] 14/11/23 21:27:58| INFO mul_sld_gs finished [took 1348.5513s] 14/11/23 21:27:58| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 1494.9074s] 14/11/23 21:27:58| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 14/11/23 21:29:43| INFO mul3wc_sld finished [took 93.8390s] 14/11/23 21:29:44| INFO binc_sld finished [took 102.2190s] 14/11/23 21:29:57| INFO mul3wmc_sld finished [took 86.4636s] 14/11/23 21:30:01| INFO binmc_sld finished [took 104.3854s] 14/11/23 21:30:18| INFO mulc_sld finished [took 133.5627s] 14/11/23 21:30:22| INFO mulmc_sld finished [took 116.7632s] 14/11/23 21:34:55| INFO binne_sld finished [took 308.7808s] 14/11/23 21:35:22| INFO mul3wne_sld finished [took 317.7170s] 14/11/23 21:35:50| INFO mulne_sld finished [took 357.6758s] 14/11/23 21:41:47| INFO kfcv finished [took 399.1353s] 14/11/23 21:42:06| INFO ref finished [took 390.7932s] 14/11/23 21:43:18| INFO atc_mc finished [took 434.1773s] 14/11/23 21:43:52| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00570) [took 821.2461s] 14/11/23 21:46:49| INFO doc_feat finished [took 270.4518s] 14/11/23 21:47:27| INFO atc_ne finished [took 328.7662s] 14/11/23 21:48:39| INFO bin_sld_gs finished [took 1109.0259s] 14/11/23 21:49:24| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00683) [took 1135.9383s] 14/11/23 21:51:39| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00635) [took 1277.5504s] 14/11/23 21:51:48| INFO mul3w_sld_gs finished [took 1280.0475s] 14/11/23 21:52:30| INFO mul_sld_gs finished [took 1327.6769s] 14/11/23 21:52:30| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 1471.2217s] 14/11/23 21:52:30| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 14/11/23 21:54:20| INFO mul3wc_sld finished [took 98.2355s] 14/11/23 21:54:27| INFO binc_sld finished [took 114.3731s] 14/11/23 21:54:28| INFO mul3wmc_sld finished [took 83.7334s] 14/11/23 21:54:39| INFO binmc_sld finished [took 108.3863s] 14/11/23 21:54:42| INFO mulc_sld finished [took 125.8758s] 14/11/23 21:54:56| INFO mulmc_sld finished [took 117.2747s] 14/11/23 21:59:35| INFO mul3wne_sld finished [took 298.2106s] 14/11/23 21:59:58| INFO binne_sld finished [took 333.8597s] 14/11/23 22:00:56| INFO mulne_sld finished [took 384.0404s] 14/11/23 22:07:00| INFO kfcv finished [took 433.6072s] 14/11/23 22:07:22| INFO ref finished [took 426.3478s] 14/11/23 22:07:47| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01229) [took 776.4638s] 14/11/23 22:08:26| INFO atc_mc finished [took 435.5272s] 14/11/23 22:11:43| INFO doc_feat finished [took 245.7887s] 14/11/23 22:12:26| INFO atc_ne finished [took 310.0193s] 14/11/23 22:13:00| INFO bin_sld_gs finished [took 1089.6057s] 14/11/23 22:13:53| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01112) [took 1131.5548s] 14/11/23 22:16:00| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01010) [took 1264.6121s] 14/11/23 22:16:09| INFO mul3w_sld_gs finished [took 1268.0650s] 14/11/23 22:16:56| INFO mul_sld_gs finished [took 1320.9599s] 14/11/23 22:16:56| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 1466.3731s] 14/11/23 22:16:56| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 14/11/23 22:18:46| INFO mul3wc_sld finished [took 97.6416s] 14/11/23 22:18:54| INFO mul3wmc_sld finished [took 82.3008s] 14/11/23 22:18:55| INFO mulc_sld finished [took 111.4751s] 14/11/23 22:19:04| INFO binc_sld finished [took 124.5108s] 14/11/23 22:19:19| INFO mulmc_sld finished [took 113.0243s] 14/11/23 22:19:28| INFO binmc_sld finished [took 130.6370s] 14/11/23 22:23:46| INFO mul3wne_sld finished [took 281.8430s] 14/11/23 22:24:41| INFO mulne_sld finished [took 342.5610s] 14/11/23 22:24:49| INFO binne_sld finished [took 358.8204s] 14/11/23 22:30:39| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00964) [took 684.7556s] 14/11/23 22:30:45| INFO kfcv finished [took 402.3518s] 14/11/23 22:31:05| INFO ref finished [took 369.5388s] 14/11/23 22:31:56| INFO atc_mc finished [took 406.8730s] 14/11/23 22:35:08| INFO doc_feat finished [took 233.2618s] 14/11/23 22:35:51| INFO atc_ne finished [took 295.6867s] 14/11/23 22:36:09| INFO bin_sld_gs finished [took 1014.4266s] 14/11/23 22:37:40| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01448) [took 1086.3038s] 14/11/23 22:39:49| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01845) [took 1225.5406s] 14/11/23 22:39:58| INFO mul3w_sld_gs finished [took 1224.0842s] 14/11/23 22:40:39| INFO mul_sld_gs finished [took 1274.9578s] 14/11/23 22:40:39| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 1422.8807s] 14/11/23 22:40:39| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 14/11/23 22:42:23| INFO mul3wc_sld finished [took 93.5814s] 14/11/23 22:42:27| INFO mulc_sld finished [took 102.4895s] 14/11/23 22:42:33| INFO mul3wmc_sld finished [took 82.3897s] 14/11/23 22:42:42| INFO mulmc_sld finished [took 96.0158s] 14/11/23 22:43:02| INFO binc_sld finished [took 139.9529s] 14/11/23 22:43:17| INFO binmc_sld finished [took 139.9538s] 14/11/23 22:46:47| INFO mul3wne_sld finished [took 248.1434s] 14/11/23 22:47:19| INFO mulne_sld finished [took 285.8942s] 14/11/23 22:48:38| INFO binne_sld finished [took 370.3696s] 14/11/23 22:52:59| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00688) [took 609.1783s] 14/11/23 22:53:28| INFO ref finished [took 358.0507s] 14/11/23 22:53:34| INFO kfcv finished [took 393.6008s] 14/11/23 22:55:07| INFO atc_mc finished [took 375.6329s] 14/11/23 22:57:43| INFO bin_sld_gs finished [took 893.1808s] 14/11/23 22:57:52| INFO doc_feat finished [took 243.9139s] 14/11/23 22:58:32| INFO atc_ne finished [took 293.7785s] 14/11/23 23:01:07| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00971) [took 1061.6503s] 14/11/23 23:02:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00915) [took 1186.1492s] 14/11/23 23:03:12| INFO mul3w_sld_gs finished [took 1186.4216s] 14/11/23 23:03:42| INFO mul_sld_gs finished [took 1234.0582s] 14/11/23 23:03:42| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 1382.7812s] ---------------------------------------------------------------------------------------------------- 15/11/23 04:09:36| INFO dataset rcv1_CCAT_9prevs [pool size: 6] 15/11/23 04:09:42| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 15/11/23 04:11:22| INFO mul3w_sld finished [took 88.7088s] 15/11/23 04:11:32| INFO mulc_sld finished [took 85.9098s] 15/11/23 04:11:33| INFO mul3wc_sld finished [took 82.6034s] 15/11/23 04:11:43| INFO bin_sld finished [took 117.9042s] 15/11/23 04:11:51| INFO binc_sld finished [took 111.6971s] 15/11/23 04:12:25| INFO mul_sld finished [took 157.1144s] 15/11/23 04:13:17| INFO mul3wmc_sld finished [took 95.0918s] 15/11/23 04:13:20| INFO binmc_sld finished [took 114.8857s] 15/11/23 04:13:25| INFO mulmc_sld finished [took 109.3353s] 15/11/23 04:13:27| INFO mulne_sld finished [took 88.7479s] 15/11/23 04:13:50| INFO binne_sld finished [took 117.2911s] 15/11/23 04:14:08| INFO mul3wne_sld finished [took 99.1483s] 15/11/23 04:16:42| INFO kfcv finished [took 188.9529s] 15/11/23 04:17:01| INFO ref finished [took 186.6000s] 15/11/23 04:17:51| INFO atc_mc finished [took 217.5788s] 15/11/23 04:20:59| INFO doc_feat finished [took 233.7094s] 15/11/23 04:21:28| INFO atc_ne finished [took 278.6711s] 15/11/23 04:37:48| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00589) [took 1468.5171s] 15/11/23 04:42:14| INFO bin_sld_gs finished [took 1733.6356s] 15/11/23 05:01:10| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf']} (score=0.00646) [took 2860.2896s] 15/11/23 05:03:36| INFO mul3w_sld_gs finished [took 3006.3117s] 15/11/23 05:06:56| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf']} (score=0.00644) [took 3210.7878s] 15/11/23 05:07:44| INFO mul_sld_gs finished [took 3259.2936s] 15/11/23 05:07:44| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 3482.4827s] 15/11/23 05:07:44| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 15/11/23 05:09:32| INFO mul3w_sld finished [took 95.2699s] 15/11/23 05:09:40| INFO bin_sld finished [took 112.0420s] 15/11/23 05:09:43| INFO mul3wc_sld finished [took 86.1229s] 15/11/23 05:09:51| INFO mulc_sld finished [took 99.5516s] 15/11/23 05:09:53| INFO binc_sld finished [took 108.5802s] 15/11/23 05:10:07| INFO mul_sld finished [took 135.6335s] 15/11/23 05:11:29| INFO mul3wmc_sld finished [took 99.5333s] 15/11/23 05:11:29| INFO binmc_sld finished [took 113.4717s] 15/11/23 05:11:32| INFO mulmc_sld finished [took 108.1948s] 15/11/23 05:11:38| INFO mul3wne_sld finished [took 84.2389s] 15/11/23 05:11:49| INFO binne_sld finished [took 106.8129s] 15/11/23 05:11:53| INFO mulne_sld finished [took 105.1547s] 15/11/23 05:15:20| INFO kfcv finished [took 215.0308s] 15/11/23 05:15:31| INFO ref finished [took 214.0900s] 15/11/23 05:15:54| INFO atc_mc finished [took 231.2363s] 15/11/23 05:19:40| INFO doc_feat finished [took 239.3871s] 15/11/23 05:20:33| INFO atc_ne finished [took 302.1281s] 15/11/23 05:40:39| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00768) [took 1745.7769s] 15/11/23 05:45:27| INFO bin_sld_gs finished [took 2033.7795s] 15/11/23 06:00:48| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.01546) [took 2947.0565s] 15/11/23 06:03:19| INFO mul3w_sld_gs finished [took 3098.2737s] 15/11/23 06:07:06| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.01392) [took 3328.3200s] 15/11/23 06:07:55| INFO mul_sld_gs finished [took 3377.9962s] 15/11/23 06:07:55| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 3611.1710s] 15/11/23 06:07:55| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 15/11/23 06:09:47| INFO bin_sld finished [took 108.5232s] 15/11/23 06:09:47| INFO mul3w_sld finished [took 98.3871s] 15/11/23 06:09:57| INFO mul_sld finished [took 114.3858s] 15/11/23 06:10:01| INFO binc_sld finished [took 103.0382s] 15/11/23 06:10:02| INFO mul3wc_sld finished [took 92.2713s] 15/11/23 06:10:18| INFO mulc_sld finished [took 114.9183s] 15/11/23 06:11:45| INFO mul3wmc_sld finished [took 100.2997s] 15/11/23 06:11:45| INFO binmc_sld finished [took 113.0942s] 15/11/23 06:11:49| INFO mulmc_sld finished [took 111.7305s] 15/11/23 06:11:52| INFO mul3wne_sld finished [took 85.1683s] 15/11/23 06:11:56| INFO binne_sld finished [took 101.2432s] 15/11/23 06:12:06| INFO mulne_sld finished [took 103.3024s] 15/11/23 06:15:34| INFO ref finished [took 204.4876s] 15/11/23 06:15:36| INFO kfcv finished [took 214.3952s] 15/11/23 06:16:07| INFO atc_mc finished [took 229.1752s] 15/11/23 06:19:49| INFO doc_feat finished [took 234.5028s] 15/11/23 06:20:36| INFO atc_ne finished [took 292.6994s] 15/11/23 06:45:14| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00782) [took 2004.9336s] 15/11/23 06:49:09| INFO bin_sld_gs finished [took 2240.1254s] 15/11/23 06:58:59| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00842) [took 2821.0408s] 15/11/23 07:01:12| INFO mul3w_sld_gs finished [took 2954.0182s] 15/11/23 07:04:14| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00913) [took 3140.5123s] 15/11/23 07:05:03| INFO mul_sld_gs finished [took 3190.0225s] 15/11/23 07:05:03| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 3428.1935s] 15/11/23 07:05:03| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 15/11/23 07:06:51| INFO mul3w_sld finished [took 97.2198s] 15/11/23 07:06:51| INFO bin_sld finished [took 105.0070s] 15/11/23 07:07:00| INFO mul3wc_sld finished [took 87.5219s] 15/11/23 07:07:02| INFO binc_sld finished [took 99.6789s] 15/11/23 07:07:03| INFO mul_sld finished [took 114.4032s] 15/11/23 07:07:21| INFO mulc_sld finished [took 112.9915s] 15/11/23 07:08:43| INFO mul3wmc_sld finished [took 96.6306s] 15/11/23 07:08:43| INFO binmc_sld finished [took 109.2675s] 15/11/23 07:08:49| INFO mulmc_sld finished [took 110.4332s] 15/11/23 07:08:53| INFO mul3wne_sld finished [took 86.4177s] 15/11/23 07:08:55| INFO binne_sld finished [took 102.8294s] 15/11/23 07:09:08| INFO mulne_sld finished [took 108.4970s] 15/11/23 07:12:07| INFO ref finished [took 183.8496s] 15/11/23 07:12:10| INFO kfcv finished [took 193.2444s] 15/11/23 07:12:44| INFO atc_mc finished [took 212.0704s] 15/11/23 07:16:05| INFO doc_feat finished [took 224.3999s] 15/11/23 07:16:57| INFO atc_ne finished [took 284.3214s] 15/11/23 07:43:39| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01107) [took 2093.3644s] 15/11/23 07:48:41| INFO bin_sld_gs finished [took 2395.2270s] 15/11/23 07:59:26| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01004) [took 3032.5675s] 15/11/23 08:01:49| INFO mul3w_sld_gs finished [took 3175.9059s] 15/11/23 08:05:57| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01023) [took 3427.9091s] 15/11/23 08:06:45| INFO mul_sld_gs finished [took 3476.0947s] 15/11/23 08:06:45| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 3701.6275s] 15/11/23 08:06:45| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 15/11/23 08:08:35| INFO mul3w_sld finished [took 97.5756s] 15/11/23 08:08:40| INFO bin_sld finished [took 112.1406s] 15/11/23 08:08:46| INFO mul_sld finished [took 112.9392s] 15/11/23 08:08:48| INFO mul3wc_sld finished [took 90.8200s] 15/11/23 08:08:49| INFO binc_sld finished [took 103.4855s] 15/11/23 08:09:13| INFO mulc_sld finished [took 120.6758s] 15/11/23 08:10:30| INFO mul3wmc_sld finished [took 97.3327s] 15/11/23 08:10:30| INFO binmc_sld finished [took 110.6134s] 15/11/23 08:10:40| INFO binne_sld finished [took 100.3092s] 15/11/23 08:10:42| INFO mulmc_sld finished [took 115.8021s] 15/11/23 08:10:42| INFO mul3wne_sld finished [took 81.8762s] 15/11/23 08:11:02| INFO mulne_sld finished [took 115.2696s] 15/11/23 08:14:16| INFO ref finished [took 198.5631s] 15/11/23 08:14:19| INFO kfcv finished [took 208.6101s] 15/11/23 08:14:51| INFO atc_mc finished [took 221.8101s] 15/11/23 08:18:33| INFO doc_feat finished [took 239.9441s] 15/11/23 08:19:29| INFO atc_ne finished [took 304.1815s] 15/11/23 08:45:34| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00653) [took 2100.3676s] 15/11/23 08:50:08| INFO bin_sld_gs finished [took 2374.1135s] 15/11/23 09:01:17| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00628) [took 3031.7283s] 15/11/23 09:03:48| INFO mul3w_sld_gs finished [took 3182.7798s] 15/11/23 09:07:31| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00572) [took 3412.7180s] 15/11/23 09:08:21| INFO mul_sld_gs finished [took 3463.0379s] 15/11/23 09:08:21| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 3696.0639s] 15/11/23 09:08:21| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 15/11/23 09:10:07| INFO mul3w_sld finished [took 94.7023s] 15/11/23 09:10:13| INFO bin_sld finished [took 108.8303s] 15/11/23 09:10:15| INFO mul3wc_sld finished [took 83.2103s] 15/11/23 09:10:25| INFO binc_sld finished [took 104.6440s] 15/11/23 09:10:39| INFO mul_sld finished [took 130.7224s] 15/11/23 09:10:45| INFO mulc_sld finished [took 118.3404s] 15/11/23 09:12:02| INFO binmc_sld finished [took 111.0720s] 15/11/23 09:12:02| INFO mul3wmc_sld finished [took 99.4223s] 15/11/23 09:12:16| INFO binne_sld finished [took 103.0191s] 15/11/23 09:12:18| INFO mulmc_sld finished [took 121.1474s] 15/11/23 09:12:19| INFO mul3wne_sld finished [took 87.9220s] 15/11/23 09:12:47| INFO mulne_sld finished [took 124.4554s] 15/11/23 09:15:56| INFO ref finished [took 201.4576s] 15/11/23 09:16:00| INFO kfcv finished [took 214.6799s] 15/11/23 09:16:51| INFO atc_mc finished [took 234.5041s] 15/11/23 09:20:24| INFO doc_feat finished [took 251.4989s] 15/11/23 09:21:32| INFO atc_ne finished [took 330.0316s] 15/11/23 09:46:36| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['entropy']} (score=0.00545) [took 2071.0225s] 15/11/23 09:51:05| INFO bin_sld_gs finished [took 2340.1339s] 15/11/23 10:02:11| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00683) [took 2990.3765s] 15/11/23 10:04:44| INFO mul3w_sld_gs finished [took 3143.3587s] 15/11/23 10:08:32| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf']} (score=0.00632) [took 3383.0715s] 15/11/23 10:09:22| INFO mul_sld_gs finished [took 3433.3077s] 15/11/23 10:09:22| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 3660.8700s] 15/11/23 10:09:22| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 15/11/23 10:11:13| INFO mul3w_sld finished [took 97.8066s] 15/11/23 10:11:22| INFO mul3wc_sld finished [took 85.1817s] 15/11/23 10:11:23| INFO bin_sld finished [took 117.3856s] 15/11/23 10:11:36| INFO mul_sld finished [took 126.6567s] 15/11/23 10:11:37| INFO binc_sld finished [took 114.3416s] 15/11/23 10:11:50| INFO mulc_sld finished [took 120.0792s] 15/11/23 10:13:11| INFO mul3wmc_sld finished [took 99.5610s] 15/11/23 10:13:15| INFO binmc_sld finished [took 117.2023s] 15/11/23 10:13:24| INFO mul3wne_sld finished [took 86.9684s] 15/11/23 10:13:27| INFO mulmc_sld finished [took 121.0056s] 15/11/23 10:13:47| INFO binne_sld finished [took 121.4703s] 15/11/23 10:13:50| INFO mulne_sld finished [took 120.2871s] 15/11/23 10:17:18| INFO kfcv finished [took 223.9378s] 15/11/23 10:17:25| INFO ref finished [took 211.1518s] 15/11/23 10:18:01| INFO atc_mc finished [took 239.7622s] 15/11/23 10:21:37| INFO doc_feat finished [took 241.2226s] 15/11/23 10:22:45| INFO atc_ne finished [took 315.9710s] 15/11/23 10:46:19| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01229) [took 1984.0491s] 15/11/23 10:51:04| INFO bin_sld_gs finished [took 2269.6145s] 15/11/23 11:03:20| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf']} (score=0.01075) [took 2991.1006s] 15/11/23 11:05:50| INFO mul3w_sld_gs finished [took 3141.4667s] 15/11/23 11:09:14| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00765) [took 3353.9196s] 15/11/23 11:10:06| INFO mul_sld_gs finished [took 3406.0194s] 15/11/23 11:10:06| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 3643.7925s] 15/11/23 11:10:06| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 15/11/23 11:11:55| INFO mul3w_sld finished [took 97.3529s] 15/11/23 11:12:04| INFO mul3wc_sld finished [took 83.6839s] 15/11/23 11:12:09| INFO mul_sld finished [took 116.4522s] 15/11/23 11:12:27| INFO mulc_sld finished [took 112.8964s] 15/11/23 11:12:27| INFO bin_sld finished [took 138.0403s] 15/11/23 11:12:36| INFO binc_sld finished [took 128.2516s] 15/11/23 11:13:52| INFO mul3wmc_sld finished [took 95.1805s] 15/11/23 11:14:04| INFO binmc_sld finished [took 123.8704s] 15/11/23 11:14:05| INFO mulmc_sld finished [took 116.3404s] 15/11/23 11:14:05| INFO mul3wne_sld finished [took 82.2907s] 15/11/23 11:14:25| INFO mulne_sld finished [took 108.4966s] 15/11/23 11:14:43| INFO binne_sld finished [took 132.0226s] 15/11/23 11:17:39| INFO kfcv finished [took 202.2084s] 15/11/23 11:17:49| INFO ref finished [took 195.5469s] 15/11/23 11:18:43| INFO atc_mc finished [took 228.9629s] 15/11/23 11:21:52| INFO doc_feat finished [took 233.8964s] 15/11/23 11:22:53| INFO atc_ne finished [took 304.7668s] 15/11/23 11:43:31| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['entropy']} (score=0.00894) [took 1774.3149s] 15/11/23 11:49:44| INFO bin_sld_gs finished [took 2147.2786s] 15/11/23 12:02:32| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.01116) [took 2900.2367s] 15/11/23 12:05:13| INFO mul3w_sld_gs finished [took 3061.0453s] 15/11/23 12:08:39| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.01595) [took 3271.9846s] 15/11/23 12:09:30| INFO mul_sld_gs finished [took 3322.2576s] 15/11/23 12:09:30| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 3563.8652s] 15/11/23 12:09:30| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 15/11/23 12:11:15| INFO mul3w_sld finished [took 93.4086s] 15/11/23 12:11:22| INFO mul3wc_sld finished [took 82.2547s] 15/11/23 12:11:26| INFO mulc_sld finished [took 91.6249s] 15/11/23 12:11:49| INFO bin_sld finished [took 136.0271s] 15/11/23 12:11:59| INFO binc_sld finished [took 130.9645s] 15/11/23 12:12:00| INFO mul_sld finished [took 143.5693s] 15/11/23 12:13:05| INFO mul3wmc_sld finished [took 92.8853s] 15/11/23 12:13:07| INFO mulmc_sld finished [took 101.3403s] 15/11/23 12:13:30| INFO binmc_sld finished [took 130.9471s] 15/11/23 12:13:40| INFO mul3wne_sld finished [took 92.3468s] 15/11/23 12:14:02| INFO mulne_sld finished [took 119.4438s] 15/11/23 12:14:39| INFO binne_sld finished [took 166.4648s] 15/11/23 12:17:32| INFO kfcv finished [took 222.7909s] 15/11/23 12:17:32| INFO ref finished [took 202.4387s] 15/11/23 12:18:45| INFO atc_mc finished [took 237.6597s] 15/11/23 12:21:43| INFO doc_feat finished [took 233.6943s] 15/11/23 12:22:38| INFO atc_ne finished [took 295.3503s] 15/11/23 12:40:01| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['entropy']} (score=0.00604) [took 1611.8802s] 15/11/23 12:44:27| INFO bin_sld_gs finished [took 1877.6335s] 15/11/23 13:00:33| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf']} (score=0.00830) [took 2816.9939s] 15/11/23 13:03:06| INFO mul3w_sld_gs finished [took 2970.1184s] 15/11/23 13:05:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf']} (score=0.00808) [took 3160.5303s] 15/11/23 13:06:41| INFO mul_sld_gs finished [took 3207.3902s] 15/11/23 13:06:41| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 3431.3826s] ---------------------------------------------------------------------------------------------------- 16/11/23 01:41:52| INFO dataset imdb_9prevs [pool size: 6] 16/11/23 01:42:02| INFO Dataset sample 0.10 of dataset imdb_9prevs started 16/11/23 01:43:05| INFO mul3wc_sld finished [took 52.0536s] 16/11/23 01:43:09| INFO mul3w_sld finished [took 60.9362s] 16/11/23 01:43:10| INFO mulc_sld finished [took 59.0440s] 16/11/23 01:43:43| INFO bin_sld finished [took 98.1298s] 16/11/23 01:43:46| INFO binc_sld finished [took 96.5629s] 16/11/23 01:44:03| INFO mul3wmc_sld finished [took 50.6276s] 16/11/23 01:44:16| INFO mulmc_sld finished [took 63.4763s] 16/11/23 01:44:21| INFO mul_sld finished [took 134.7989s] 16/11/23 01:44:41| INFO mulne_sld finished [took 52.4496s] 16/11/23 01:44:44| INFO binmc_sld finished [took 97.5368s] 16/11/23 01:44:49| 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 16/11/23 01:44:59| INFO mul3wne_sld finished [took 54.6499s] 16/11/23 01:45:35| INFO ref finished [took 42.5397s] 16/11/23 01:45:38| INFO binne_sld finished [took 112.7650s] 16/11/23 01:45:45| INFO kfcv finished [took 56.9711s] 16/11/23 01:46:14| INFO atc_mc finished [took 72.1811s] 16/11/23 01:46:19| INFO doc_feat finished [took 36.3270s] 16/11/23 01:46:48| INFO atc_ne finished [took 69.8183s] 16/11/23 02:24:40| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf']} (score=0.00903) [took 2395.9946s] 16/11/23 02:25:41| INFO mul3w_sld_gs finished [took 2456.7601s] 16/11/23 02:28:06| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.02849) [took 2621.9346s] 16/11/23 02:28:29| INFO mul_sld_gs finished [took 2645.3250s] 16/11/23 02:28:29| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 2786.5917s] 16/11/23 02:28:29| INFO Dataset sample 0.20 of dataset imdb_9prevs started 16/11/23 02:29:35| INFO mul3w_sld finished [took 59.4041s] 16/11/23 02:29:37| INFO mul3wc_sld finished [took 55.5888s] 16/11/23 02:30:08| INFO mulc_sld finished [took 88.5847s] 16/11/23 02:30:14| INFO binc_sld finished [took 95.6538s] 16/11/23 02:30:19| INFO bin_sld finished [took 108.7983s] 16/11/23 02:30:33| INFO mul_sld finished [took 117.5645s] 16/11/23 02:31:05| INFO mulmc_sld finished [took 85.6571s] 16/11/23 02:31:08| INFO mul3wmc_sld finished [took 57.8278s] 16/11/23 02:31:13| INFO binmc_sld finished [took 96.4955s] 16/11/23 02:31:22| INFO mul3wne_sld finished [took 45.4811s] 16/11/23 02:32:05| INFO binne_sld finished [took 107.5387s] 16/11/23 02:32:13| INFO kfcv finished [took 49.2775s] 16/11/23 02:32:17| INFO mulne_sld finished [took 113.6025s] 16/11/23 02:33:08| INFO ref finished [took 58.9272s] 16/11/23 02:33:32| INFO atc_mc finished [took 75.4368s] 16/11/23 02:33:43| INFO atc_ne finished [took 82.9640s] 16/11/23 02:33:49| INFO doc_feat finished [took 36.9348s] 16/11/23 02:57:32| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00923) [took 1584.0632s] 16/11/23 03:00:00| INFO bin_sld_gs finished [took 1732.0792s] 16/11/23 03:20:03| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01100) [took 2928.3099s] 16/11/23 03:20:57| INFO mul3w_sld_gs finished [took 2981.6413s] 16/11/23 03:25:30| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01306) [took 3259.2528s] 16/11/23 03:26:15| INFO mul_sld_gs finished [took 3304.6561s] 16/11/23 03:26:15| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 3465.8522s] 16/11/23 03:26:15| INFO Dataset sample 0.30 of dataset imdb_9prevs started 16/11/23 03:27:31| INFO mul3w_sld finished [took 61.9412s] 16/11/23 03:27:31| INFO mul3wc_sld finished [took 58.6905s] 16/11/23 03:27:52| INFO binc_sld finished [took 82.0447s] 16/11/23 03:27:58| INFO bin_sld finished [took 94.1580s] 16/11/23 03:28:04| INFO mulc_sld finished [took 90.5984s] 16/11/23 03:28:09| INFO mul_sld finished [took 101.8637s] 16/11/23 03:28:53| INFO mul3wmc_sld finished [took 57.4945s] 16/11/23 03:28:53| INFO binmc_sld finished [took 77.5877s] 16/11/23 03:29:00| INFO mulmc_sld finished [took 84.3274s] 16/11/23 03:29:09| INFO mul3wne_sld finished [took 54.8730s] 16/11/23 03:29:32| INFO binne_sld finished [took 87.5643s] 16/11/23 03:29:41| INFO mulne_sld finished [took 91.4135s] 16/11/23 03:30:27| INFO kfcv finished [took 73.3328s] 16/11/23 03:30:40| INFO ref finished [took 62.1756s] 16/11/23 03:31:11| INFO atc_mc finished [took 84.1784s] 16/11/23 03:31:17| INFO doc_feat finished [took 30.8553s] 16/11/23 03:31:44| INFO atc_ne finished [took 70.9733s] 16/11/23 03:58:53| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01043) [took 1796.0637s] 16/11/23 04:00:51| INFO bin_sld_gs finished [took 1913.9550s] 16/11/23 04:17:35| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00927) [took 2911.5422s] 16/11/23 04:18:31| INFO mul3w_sld_gs finished [took 2967.7992s] 16/11/23 04:24:04| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00960) [took 3306.6687s] 16/11/23 04:24:28| INFO mul_sld_gs finished [took 3330.5210s] 16/11/23 04:24:28| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 3493.3809s] 16/11/23 04:24:28| INFO Dataset sample 0.40 of dataset imdb_9prevs started 16/11/23 04:25:38| INFO mul3w_sld finished [took 60.6976s] 16/11/23 04:25:45| INFO mul3wc_sld finished [took 63.2605s] 16/11/23 04:25:54| INFO binc_sld finished [took 76.0740s] 16/11/23 04:25:57| INFO bin_sld finished [took 85.3429s] 16/11/23 04:26:15| INFO mulc_sld finished [took 94.3880s] 16/11/23 04:26:18| INFO mul_sld finished [took 103.0893s] 16/11/23 04:26:58| INFO binmc_sld finished [took 77.3293s] 16/11/23 04:27:00| INFO mul3wmc_sld finished [took 62.1844s] 16/11/23 04:27:13| INFO mulmc_sld finished [took 86.0097s] 16/11/23 04:27:13| INFO mul3wne_sld finished [took 51.9375s] 16/11/23 04:27:17| INFO binne_sld finished [took 74.9333s] 16/11/23 04:27:48| INFO mulne_sld finished [took 90.7497s] 16/11/23 04:28:12| INFO ref finished [took 50.5309s] 16/11/23 04:28:23| INFO kfcv finished [took 66.5648s] 16/11/23 04:29:07| INFO doc_feat finished [took 40.7631s] 16/11/23 04:29:12| INFO atc_mc finished [took 80.9626s] 16/11/23 04:29:26| INFO atc_ne finished [took 69.3417s] 16/11/23 04:59:59| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01178) [took 1978.0762s] 16/11/23 05:02:04| INFO bin_sld_gs finished [took 2102.6212s] 16/11/23 05:16:49| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.01298) [took 2973.2311s] 16/11/23 05:17:46| INFO mul3w_sld_gs finished [took 3030.1211s] 16/11/23 05:22:36| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01027) [took 3333.3306s] 16/11/23 05:22:59| INFO mul_sld_gs finished [took 3356.7777s] 16/11/23 05:22:59| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 3511.1629s] 16/11/23 05:23:00| INFO Dataset sample 0.50 of dataset imdb_9prevs started 16/11/23 05:24:12| INFO mul3w_sld finished [took 64.1661s] 16/11/23 05:24:13| INFO mul3wc_sld finished [took 60.3990s] 16/11/23 05:24:26| INFO binc_sld finished [took 77.9600s] 16/11/23 05:24:31| INFO bin_sld finished [took 86.7545s] 16/11/23 05:24:48| INFO mulc_sld finished [took 96.2658s] 16/11/23 05:24:48| INFO mul_sld finished [took 102.0261s] 16/11/23 05:25:28| INFO mul3wmc_sld finished [took 59.0775s] 16/11/23 05:25:32| INFO binmc_sld finished [took 76.8692s] 16/11/23 05:25:42| INFO mulmc_sld finished [took 85.7625s] 16/11/23 05:25:43| INFO binne_sld finished [took 66.8000s] 16/11/23 05:25:43| INFO mul3wne_sld finished [took 51.4845s] 16/11/23 05:26:24| INFO mulne_sld finished [took 92.5383s] 16/11/23 05:26:40| INFO ref finished [took 52.7780s] 16/11/23 05:26:51| INFO kfcv finished [took 64.2859s] 16/11/23 05:27:29| INFO doc_feat finished [took 36.1107s] 16/11/23 05:27:39| INFO atc_mc finished [took 70.3112s] 16/11/23 05:27:48| INFO atc_ne finished [took 64.8853s] 16/11/23 05:58:34| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00940) [took 1983.2246s] 16/11/23 06:00:33| INFO bin_sld_gs finished [took 2102.9532s] 16/11/23 06:14:52| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01013) [took 2946.7034s] 16/11/23 06:15:47| INFO mul3w_sld_gs finished [took 3001.8138s] 16/11/23 06:21:22| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00875) [took 3347.5309s] 16/11/23 06:21:48| INFO mul_sld_gs finished [took 3374.2944s] 16/11/23 06:21:48| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 3528.9544s] 16/11/23 06:21:48| INFO Dataset sample 0.60 of dataset imdb_9prevs started 16/11/23 06:22:59| INFO mul3w_sld finished [took 63.3509s] 16/11/23 06:23:02| INFO mul3wc_sld finished [took 61.8792s] 16/11/23 06:23:12| INFO binc_sld finished [took 76.5227s] 16/11/23 06:23:15| INFO bin_sld finished [took 83.6122s] 16/11/23 06:23:33| INFO mulc_sld finished [took 94.9601s] 16/11/23 06:23:34| INFO mul_sld finished [took 101.2373s] 16/11/23 06:24:17| INFO mul3wmc_sld finished [took 62.1078s] 16/11/23 06:24:22| INFO binmc_sld finished [took 81.2689s] 16/11/23 06:24:28| INFO mulmc_sld finished [took 83.1038s] 16/11/23 06:24:34| INFO mul3wne_sld finished [took 56.7140s] 16/11/23 06:24:42| INFO binne_sld finished [took 82.0239s] 16/11/23 06:24:52| INFO mulne_sld finished [took 76.4741s] 16/11/23 06:25:36| INFO ref finished [took 52.2184s] 16/11/23 06:25:45| INFO kfcv finished [took 69.5024s] 16/11/23 06:26:14| INFO atc_mc finished [took 80.1897s] 16/11/23 06:26:20| INFO doc_feat finished [took 32.5290s] 16/11/23 06:26:46| INFO atc_ne finished [took 65.7763s] 16/11/23 06:57:11| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.01142) [took 1971.9770s] 16/11/23 06:59:23| INFO bin_sld_gs finished [took 2103.8434s] 16/11/23 07:14:13| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01222) [took 2983.1039s] 16/11/23 07:15:09| INFO mul3w_sld_gs finished [took 3038.7610s] 16/11/23 07:20:16| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00979) [took 3352.7055s] 16/11/23 07:20:41| INFO mul_sld_gs finished [took 3377.4928s] 16/11/23 07:20:41| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 3532.7431s] 16/11/23 07:20:41| INFO Dataset sample 0.70 of dataset imdb_9prevs started 16/11/23 07:21:56| INFO mul3w_sld finished [took 63.2958s] 16/11/23 07:21:58| INFO mul3wc_sld finished [took 63.2953s] 16/11/23 07:22:13| INFO bin_sld finished [took 88.6044s] 16/11/23 07:22:13| INFO binc_sld finished [took 80.0413s] 16/11/23 07:22:24| INFO mulc_sld finished [took 91.1407s] 16/11/23 07:22:29| INFO mul_sld finished [took 98.7974s] 16/11/23 07:23:15| INFO binmc_sld finished [took 76.3360s] 16/11/23 07:23:15| INFO mul3wmc_sld finished [took 56.3690s] 16/11/23 07:23:23| INFO mulmc_sld finished [took 81.9523s] 16/11/23 07:23:24| INFO mul3wne_sld finished [took 50.4491s] 16/11/23 07:23:37| INFO binne_sld finished [took 78.7797s] 16/11/23 07:23:48| INFO mulne_sld finished [took 79.7318s] 16/11/23 07:24:35| INFO ref finished [took 53.0934s] 16/11/23 07:24:41| INFO kfcv finished [took 71.1928s] 16/11/23 07:25:11| INFO atc_mc finished [took 78.8140s] 16/11/23 07:25:15| INFO doc_feat finished [took 30.5960s] 16/11/23 07:25:42| INFO atc_ne finished [took 62.0156s] 16/11/23 07:55:05| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['entropy']} (score=0.02194) [took 1907.4165s] 16/11/23 07:56:40| INFO bin_sld_gs finished [took 2002.4114s] 16/11/23 08:12:36| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01262) [took 2948.5332s] 16/11/23 08:13:35| INFO mul3w_sld_gs finished [took 3007.2804s] 16/11/23 08:18:37| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00906) [took 3318.4935s] 16/11/23 08:19:01| INFO mul_sld_gs finished [took 3341.9666s] 16/11/23 08:19:01| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 3499.3833s] 16/11/23 08:19:01| INFO Dataset sample 0.80 of dataset imdb_9prevs started 16/11/23 08:20:11| INFO mul3w_sld finished [took 62.2055s] 16/11/23 08:20:16| INFO mul3wc_sld finished [took 59.0412s] 16/11/23 08:20:35| INFO mulc_sld finished [took 80.2908s] 16/11/23 08:20:37| INFO mul_sld finished [took 87.6275s] 16/11/23 08:20:55| INFO binc_sld finished [took 104.4525s] 16/11/23 08:20:57| INFO bin_sld finished [took 112.2536s] 16/11/23 08:21:36| INFO mul3wmc_sld finished [took 57.9849s] 16/11/23 08:21:36| INFO mulmc_sld finished [took 77.0009s] 16/11/23 08:21:49| INFO mul3wne_sld finished [took 48.3533s] 16/11/23 08:21:50| INFO binmc_sld finished [took 95.9056s] 16/11/23 08:22:09| INFO mulne_sld finished [took 71.4848s] 16/11/23 08:22:18| INFO binne_sld finished [took 97.3612s] 16/11/23 08:22:42| INFO kfcv finished [took 48.8032s] 16/11/23 08:22:51| INFO ref finished [took 38.1551s] 16/11/23 08:23:17| INFO atc_mc finished [took 56.6460s] 16/11/23 08:23:31| INFO doc_feat finished [took 36.4927s] 16/11/23 08:24:00| INFO atc_ne finished [took 73.9113s] 16/11/23 08:49:58| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.01472) [took 1698.7367s] 16/11/23 08:53:06| INFO bin_sld_gs finished [took 1886.8326s] 16/11/23 09:10:07| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00855) [took 2896.0308s] 16/11/23 09:11:01| INFO mul3w_sld_gs finished [took 2949.8681s] 16/11/23 09:15:42| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00808) [took 3242.1207s] 16/11/23 09:16:06| INFO mul_sld_gs finished [took 3265.5376s] 16/11/23 09:16:06| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 3424.9338s] 16/11/23 09:16:06| INFO Dataset sample 0.90 of dataset imdb_9prevs started 16/11/23 09:17:13| INFO mulc_sld finished [took 57.9910s] 16/11/23 09:17:13| INFO mul3wc_sld finished [took 57.4116s] 16/11/23 09:17:18| INFO mul3w_sld finished [took 67.2150s] 16/11/23 09:17:36| INFO bin_sld finished [took 88.2137s] 16/11/23 09:17:41| INFO binc_sld finished [took 88.0308s] 16/11/23 09:17:59| INFO mul_sld finished [took 109.6367s] 16/11/23 09:18:24| INFO mul3wmc_sld finished [took 63.4130s] 16/11/23 09:18:26| INFO mulmc_sld finished [took 69.5044s] 16/11/23 09:18:34| INFO binmc_sld finished [took 79.5843s] 16/11/23 09:18:38| INFO mulne_sld finished [took 54.5641s] 16/11/23 09:18:50| INFO binne_sld finished [took 71.6646s] 16/11/23 09:18:53| INFO mul3wne_sld finished [took 51.8810s] 16/11/23 09:19:02| 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 16/11/23 09:19:28| INFO kfcv finished [took 49.1535s] 16/11/23 09:19:41| INFO ref finished [took 48.1446s] 16/11/23 09:20:02| INFO atc_mc finished [took 67.2438s] 16/11/23 09:20:08| INFO doc_feat finished [took 36.3265s] 16/11/23 09:20:14| INFO atc_ne finished [took 69.7821s] 16/11/23 09:58:56| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00920) [took 2419.8040s] 16/11/23 09:59:52| INFO mul3w_sld_gs finished [took 2476.0211s] 16/11/23 10:01:35| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['entropy']} (score=0.04211) [took 2586.6891s] 16/11/23 10:01:54| INFO mul_sld_gs finished [took 2606.3800s] 16/11/23 10:01:54| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 2748.8348s] ---------------------------------------------------------------------------------------------------- 16/11/23 14:21:16| INFO dataset rcv1_GCAT_9prevs [pool size: 6] 16/11/23 14:21:21| INFO Dataset sample 0.10 of dataset rcv1_GCAT_9prevs started 16/11/23 14:22:53| INFO bin_sld finished [took 88.6548s] 16/11/23 14:23:06| INFO mul3w_sld finished [took 95.0373s] 16/11/23 14:23:08| INFO mul3wc_sld finished [took 81.4332s] 16/11/23 14:23:11| INFO binc_sld finished [took 93.5790s] 16/11/23 14:23:52| INFO mul_sld finished [took 145.1238s] 16/11/23 14:23:54| INFO mulc_sld finished [took 131.9848s] 16/11/23 14:24:32| INFO binmc_sld finished [took 95.7012s] 16/11/23 14:24:46| INFO binne_sld finished [took 83.4026s] 16/11/23 14:24:47| INFO mul3wmc_sld finished [took 92.9080s] 16/11/23 14:25:04| 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 16/11/23 14:25:51| INFO mul3wne_sld finished [took 111.1272s] 16/11/23 14:26:13| INFO mulmc_sld finished [took 184.3841s] 16/11/23 14:27:02| INFO mulne_sld finished [took 187.5049s] 16/11/23 14:27:30| INFO kfcv finished [took 141.9976s] 16/11/23 14:28:32| INFO ref finished [took 154.6723s] 16/11/23 14:29:12| INFO atc_mc finished [took 173.3382s] 16/11/23 14:30:04| INFO atc_ne finished [took 177.8409s] 16/11/23 14:30:19| INFO doc_feat finished [took 162.3897s] 16/11/23 15:00:23| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00594) [took 2128.6994s] 16/11/23 15:03:10| INFO mul3w_sld_gs finished [took 2295.6888s] 16/11/23 15:04:10| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['entropy']} (score=0.00899) [took 2361.0300s] 16/11/23 15:04:58| INFO mul_sld_gs finished [took 2408.3644s] 16/11/23 15:04:58| INFO Dataset sample 0.10 of dataset rcv1_GCAT_9prevs finished [took 2616.5518s] 16/11/23 15:04:58| INFO Dataset sample 0.20 of dataset rcv1_GCAT_9prevs started 16/11/23 15:06:39| INFO mul3w_sld finished [took 91.0640s] 16/11/23 15:06:48| INFO mul3wc_sld finished [took 83.1946s] 16/11/23 15:06:59| INFO bin_sld finished [took 118.7498s] 16/11/23 15:07:18| INFO binc_sld finished [took 123.1208s] 16/11/23 15:07:26| INFO mul_sld finished [took 142.5062s] 16/11/23 15:07:51| INFO mulc_sld finished [took 152.3357s] 16/11/23 15:08:30| INFO mul3wmc_sld finished [took 87.0734s] 16/11/23 15:08:47| INFO binmc_sld finished [took 124.3369s] 16/11/23 15:09:31| INFO mul3wne_sld finished [took 96.2124s] 16/11/23 15:09:33| INFO binne_sld finished [took 131.0517s] 16/11/23 15:10:00| INFO mulmc_sld finished [took 189.0944s] 16/11/23 15:10:46| INFO mulne_sld finished [took 196.4156s] 16/11/23 15:13:17| INFO kfcv finished [took 215.7681s] 16/11/23 15:13:31| INFO ref finished [took 201.8680s] 16/11/23 15:15:00| INFO atc_mc finished [took 247.6742s] 16/11/23 15:17:54| INFO doc_feat finished [took 253.5433s] 16/11/23 15:18:32| INFO atc_ne finished [took 305.6524s] 16/11/23 15:32:24| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00813) [took 1430.7616s] 16/11/23 15:37:00| INFO bin_sld_gs finished [took 1706.3685s] 16/11/23 15:52:08| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01037) [took 2552.1166s] 16/11/23 15:54:41| INFO mul3w_sld_gs finished [took 2705.3158s] 16/11/23 15:57:06| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01072) [took 2894.5232s] 16/11/23 15:57:53| INFO mul_sld_gs finished [took 2941.9716s] 16/11/23 15:57:53| INFO Dataset sample 0.20 of dataset rcv1_GCAT_9prevs finished [took 3175.6190s] 16/11/23 15:57:53| INFO Dataset sample 0.30 of dataset rcv1_GCAT_9prevs started 16/11/23 15:59:38| INFO mul3w_sld finished [took 93.7434s] 16/11/23 15:59:44| INFO bin_sld finished [took 107.9101s] 16/11/23 15:59:48| INFO mul3wc_sld finished [took 86.7015s] 16/11/23 15:59:57| INFO binc_sld finished [took 106.2803s] 16/11/23 16:00:16| INFO mul_sld finished [took 136.2905s] 16/11/23 16:00:17| INFO mulc_sld finished [took 121.5525s] 16/11/23 16:01:26| INFO binmc_sld finished [took 104.9635s] 16/11/23 16:01:27| INFO mul3wmc_sld finished [took 92.9624s] 16/11/23 16:01:46| INFO mulmc_sld finished [took 118.3555s] 16/11/23 16:01:56| INFO binne_sld finished [took 112.2079s] 16/11/23 16:02:01| INFO mul3wne_sld finished [took 95.8018s] 16/11/23 16:03:05| INFO mulne_sld finished [took 165.3611s] 16/11/23 16:05:44| INFO ref finished [took 211.7132s] 16/11/23 16:05:53| INFO kfcv finished [took 230.1205s] 16/11/23 16:07:36| INFO atc_mc finished [took 265.8123s] 16/11/23 16:10:22| INFO doc_feat finished [took 261.2474s] 16/11/23 16:11:23| INFO atc_ne finished [took 328.7484s] 16/11/23 16:28:25| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00490) [took 1615.2711s] 16/11/23 16:33:13| INFO bin_sld_gs finished [took 1903.7955s] 16/11/23 16:45:51| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00586) [took 2639.8238s] 16/11/23 16:48:38| INFO mul3w_sld_gs finished [took 2806.0181s] 16/11/23 16:50:50| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00748) [took 2955.8247s] 16/11/23 16:51:38| INFO mul_sld_gs finished [took 3004.3991s] 16/11/23 16:51:38| INFO Dataset sample 0.30 of dataset rcv1_GCAT_9prevs finished [took 3224.9999s] 16/11/23 16:51:38| INFO Dataset sample 0.40 of dataset rcv1_GCAT_9prevs started 16/11/23 16:53:24| INFO mul3w_sld finished [took 95.3368s] 16/11/23 16:53:26| INFO mul3wc_sld finished [took 79.1479s] 16/11/23 16:53:27| INFO bin_sld finished [took 105.5351s] 16/11/23 16:53:40| INFO binc_sld finished [took 103.3716s] 16/11/23 16:53:44| INFO mul_sld finished [took 119.4244s] 16/11/23 16:53:58| INFO mulc_sld finished [took 116.8956s] 16/11/23 16:55:13| INFO mul3wmc_sld finished [took 95.5683s] 16/11/23 16:55:15| INFO binmc_sld finished [took 107.8645s] 16/11/23 16:55:23| INFO mulmc_sld finished [took 111.0128s] 16/11/23 16:55:34| INFO mul3wne_sld finished [took 90.0187s] 16/11/23 16:55:34| INFO binne_sld finished [took 108.4171s] 16/11/23 16:55:49| INFO mulne_sld finished [took 117.4212s] 16/11/23 16:59:01| INFO ref finished [took 194.9159s] 16/11/23 16:59:16| INFO kfcv finished [took 218.0677s] 16/11/23 16:59:35| INFO atc_mc finished [took 218.0287s] 16/11/23 17:03:29| INFO doc_feat finished [took 245.5964s] 16/11/23 17:04:05| INFO atc_ne finished [took 298.2064s] 16/11/23 17:24:13| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['entropy']} (score=0.00601) [took 1736.9621s] 16/11/23 17:28:33| INFO bin_sld_gs finished [took 1996.7601s] 16/11/23 17:42:30| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf']} (score=0.00662) [took 2822.6693s] 16/11/23 17:45:02| INFO mul3w_sld_gs finished [took 2974.7642s] 16/11/23 17:48:10| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf']} (score=0.00692) [took 3169.2842s] 16/11/23 17:49:04| INFO mul_sld_gs finished [took 3224.0022s] 16/11/23 17:49:04| INFO Dataset sample 0.40 of dataset rcv1_GCAT_9prevs finished [took 3446.0325s] 16/11/23 17:49:04| INFO Dataset sample 0.50 of dataset rcv1_GCAT_9prevs started 16/11/23 17:50:53| INFO bin_sld finished [took 105.3870s] 16/11/23 17:50:58| INFO mul3w_sld finished [took 102.0855s] 16/11/23 17:51:00| INFO mul_sld finished [took 109.0567s] 16/11/23 17:51:02| INFO mul3wc_sld finished [took 91.8248s] 16/11/23 17:51:19| INFO mulc_sld finished [took 112.3382s] 16/11/23 17:51:20| INFO binc_sld finished [took 117.5797s] 16/11/23 17:52:45| INFO binmc_sld finished [took 109.1693s] 16/11/23 17:52:50| INFO binne_sld finished [took 96.0562s] 16/11/23 17:52:53| INFO mulmc_sld finished [took 111.8330s] 16/11/23 17:52:56| INFO mul3wmc_sld finished [took 109.4199s] 16/11/23 17:52:56| INFO mul3wne_sld finished [took 89.3891s] 16/11/23 17:53:08| INFO mulne_sld finished [took 105.7728s] 16/11/23 17:56:10| INFO kfcv finished [took 188.6544s] 16/11/23 17:56:18| INFO ref finished [took 189.7353s] 16/11/23 17:56:48| INFO atc_mc finished [took 215.3244s] 16/11/23 17:59:58| INFO doc_feat finished [took 212.4369s] 16/11/23 18:00:43| INFO atc_ne finished [took 265.3340s] 16/11/23 18:23:31| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf']} (score=0.00738) [took 1843.0911s] 16/11/23 18:27:42| INFO bin_sld_gs finished [took 2093.6915s] 16/11/23 18:39:30| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf']} (score=0.00642) [took 2792.6151s] 16/11/23 18:42:13| INFO mul3w_sld_gs finished [took 2955.6642s] 16/11/23 18:45:27| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf']} (score=0.00797) [took 3154.7812s] 16/11/23 18:46:28| INFO mul_sld_gs finished [took 3215.8248s] 16/11/23 18:46:28| INFO Dataset sample 0.50 of dataset rcv1_GCAT_9prevs finished [took 3443.8419s] 16/11/23 18:46:28| INFO Dataset sample 0.60 of dataset rcv1_GCAT_9prevs started 16/11/23 18:48:16| INFO mul3w_sld finished [took 96.2413s] 16/11/23 18:48:16| INFO bin_sld finished [took 104.5256s] 16/11/23 18:48:23| INFO mul_sld finished [took 108.5891s] 16/11/23 18:48:26| INFO mul3wc_sld finished [took 90.0622s] 16/11/23 18:48:27| INFO binc_sld finished [took 100.6930s] 16/11/23 18:48:46| INFO mulc_sld finished [took 114.6963s] 16/11/23 18:50:05| INFO mul3wmc_sld finished [took 96.4749s] 16/11/23 18:50:06| INFO mulmc_sld finished [took 102.3350s] 16/11/23 18:50:06| INFO binmc_sld finished [took 107.4522s] 16/11/23 18:50:21| INFO mul3wne_sld finished [took 88.3996s] 16/11/23 18:50:21| INFO binne_sld finished [took 104.5638s] 16/11/23 18:50:29| INFO mulne_sld finished [took 106.6627s] 16/11/23 18:54:07| INFO ref finished [took 214.0740s] 16/11/23 18:54:16| INFO kfcv finished [took 231.4034s] 16/11/23 18:54:37| INFO atc_mc finished [took 238.6731s] 16/11/23 18:58:07| INFO doc_feat finished [took 221.8803s] 16/11/23 18:58:56| INFO atc_ne finished [took 280.8503s] 16/11/23 19:18:56| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['entropy']} (score=0.00635) [took 1728.0089s] 16/11/23 19:21:51| INFO bin_sld_gs finished [took 1902.6033s] 16/11/23 19:37:06| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00694) [took 2809.7462s] 16/11/23 19:39:39| INFO mul3w_sld_gs finished [took 2963.5415s] 16/11/23 19:43:13| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf']} (score=0.00646) [took 3181.2806s] 16/11/23 19:44:02| INFO mul_sld_gs finished [took 3229.9580s] 16/11/23 19:44:02| INFO Dataset sample 0.60 of dataset rcv1_GCAT_9prevs finished [took 3453.9005s] 16/11/23 19:44:02| INFO Dataset sample 0.70 of dataset rcv1_GCAT_9prevs started 16/11/23 19:45:49| INFO bin_sld finished [took 104.3048s] 16/11/23 19:45:50| INFO mul3w_sld finished [took 96.6324s] 16/11/23 19:45:55| INFO mul3wc_sld finished [took 84.4478s] 16/11/23 19:46:00| INFO binc_sld finished [took 100.3008s] 16/11/23 19:46:01| INFO mul_sld finished [took 112.8325s] 16/11/23 19:46:16| INFO mulc_sld finished [took 110.1737s] 16/11/23 19:47:39| INFO binmc_sld finished [took 106.5375s] 16/11/23 19:47:39| INFO mul3wmc_sld finished [took 95.4356s] 16/11/23 19:47:47| INFO mulmc_sld finished [took 109.1439s] 16/11/23 19:47:49| INFO mul3wne_sld finished [took 87.3065s] 16/11/23 19:47:53| INFO binne_sld finished [took 102.9195s] 16/11/23 19:48:04| INFO mulne_sld finished [took 108.1022s] 16/11/23 19:51:25| INFO ref finished [took 201.8526s] 16/11/23 19:51:27| INFO kfcv finished [took 211.2329s] 16/11/23 19:51:54| INFO atc_mc finished [took 224.3877s] 16/11/23 19:55:35| INFO doc_feat finished [took 234.5270s] 16/11/23 19:56:23| INFO atc_ne finished [took 289.7071s] 16/11/23 20:14:13| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00795) [took 1590.3062s] 16/11/23 20:18:41| INFO bin_sld_gs finished [took 1859.0899s] 16/11/23 20:32:02| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00709) [took 2650.3720s] 16/11/23 20:34:32| INFO mul3w_sld_gs finished [took 2801.0407s] 16/11/23 20:38:09| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00957) [took 3022.5954s] 16/11/23 20:39:05| INFO mul_sld_gs finished [took 3078.5392s] 16/11/23 20:39:05| INFO Dataset sample 0.70 of dataset rcv1_GCAT_9prevs finished [took 3302.7956s] 16/11/23 20:39:05| INFO Dataset sample 0.80 of dataset rcv1_GCAT_9prevs started 16/11/23 20:40:54| INFO mul3w_sld finished [took 98.0452s] 16/11/23 20:40:56| INFO bin_sld finished [took 107.5445s] 16/11/23 20:40:58| INFO mul_sld finished [took 106.4165s] 16/11/23 20:41:00| INFO mul3wc_sld finished [took 86.5722s] 16/11/23 20:41:03| INFO mulc_sld finished [took 95.1580s] 16/11/23 20:41:05| INFO binc_sld finished [took 102.2421s] 16/11/23 20:42:42| INFO mul3wmc_sld finished [took 93.9125s] 16/11/23 20:42:47| INFO binmc_sld finished [took 108.5036s] 16/11/23 20:42:47| INFO mulmc_sld finished [took 103.7587s] 16/11/23 20:42:59| INFO binne_sld finished [took 102.6437s] 16/11/23 20:43:00| INFO mul3wne_sld finished [took 93.7038s] 16/11/23 20:43:00| INFO mulne_sld finished [took 99.6007s] 16/11/23 20:46:27| INFO kfcv finished [took 203.0387s] 16/11/23 20:46:38| INFO ref finished [took 208.0952s] 16/11/23 20:47:10| INFO atc_mc finished [took 232.6684s] 16/11/23 20:50:52| INFO doc_feat finished [took 246.0529s] 16/11/23 20:51:37| INFO atc_ne finished [took 299.4447s] 16/11/23 21:08:05| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00519) [took 1519.7099s] 16/11/23 21:12:39| INFO bin_sld_gs finished [took 1794.1688s] 16/11/23 21:27:19| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00748) [took 2663.8170s] 16/11/23 21:29:56| INFO mul3w_sld_gs finished [took 2820.7519s] 16/11/23 21:33:02| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00683) [took 3011.8521s] 16/11/23 21:33:50| INFO mul_sld_gs finished [took 3059.9400s] 16/11/23 21:33:50| INFO Dataset sample 0.80 of dataset rcv1_GCAT_9prevs finished [took 3285.3316s] 16/11/23 21:33:50| INFO Dataset sample 0.90 of dataset rcv1_GCAT_9prevs started 16/11/23 21:33:53| WARNING Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 16/11/23 21:34:05| WARNING Method binc_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 16/11/23 21:34:19| WARNING Method binmc_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 16/11/23 21:35:39| INFO mul3w_sld finished [took 98.7602s] 16/11/23 21:35:39| INFO mul_sld finished [took 103.7145s] 16/11/23 21:35:42| WARNING Method binne_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 16/11/23 21:35:50| INFO mulc_sld finished [took 102.6230s] 16/11/23 21:35:57| 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 16/11/23 21:35:58| INFO mul3wc_sld finished [took 105.1403s] 16/11/23 21:36:04| INFO mulmc_sld finished [took 100.7423s] 16/11/23 21:36:07| INFO mul3wmc_sld finished [took 98.8636s] 16/11/23 21:38:14| INFO mulne_sld finished [took 148.5199s] 16/11/23 21:38:17| INFO mul3wne_sld finished [took 145.4881s] 16/11/23 21:38:28| INFO ref finished [took 134.3960s] 16/11/23 21:38:31| INFO kfcv finished [took 142.6570s] 16/11/23 21:41:14| INFO doc_feat finished [took 157.9450s] 16/11/23 21:41:44| INFO atc_mc finished [took 203.3255s] 16/11/23 21:41:51| INFO atc_ne finished [took 203.8327s] 16/11/23 22:12:04| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00738) [took 2163.0336s] 16/11/23 22:13:13| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['entropy']} (score=0.00681) [took 2228.3043s] 16/11/23 22:13:42| INFO mul_sld_gs finished [took 2261.0782s] 16/11/23 22:14:01| INFO mul3w_sld_gs finished [took 2276.1848s] 16/11/23 22:14:01| INFO Dataset sample 0.90 of dataset rcv1_GCAT_9prevs finished [took 2410.7936s] ---------------------------------------------------------------------------------------------------- 17/11/23 00:17:43| INFO dataset cifar10_9prevs [pool size: 6] ---------------------------------------------------------------------------------------------------- 17/11/23 00:17:43| ERROR Evaluation over cifar10_9prevs failed. Exception: 'cifar10' 17/11/23 00:17:43| INFO dataset None_9prevs [pool size: 6] 17/11/23 00:17:43| ERROR Evaluation over None_9prevs failed. Exception: None ---------------------------------------------------------------------------------------------------- 17/11/23 00:26:17| INFO dataset cifar10_9prevs [pool size: 6] 17/11/23 00:26:27| ERROR Evaluation over cifar10_9prevs failed. Exception: Invalid target None ---------------------------------------------------------------------------------------------------- 17/11/23 00:26:27| INFO dataset None_9prevs [pool size: 6] 17/11/23 00:26:27| ERROR Evaluation over None_9prevs failed. Exception: None ---------------------------------------------------------------------------------------------------- 17/11/23 00:27:22| INFO dataset cifar10_9prevs [pool size: 6] 17/11/23 00:27:22| INFO Dataset sample 0.10 of dataset cifar10_9prevs started 17/11/23 00:33:31| INFO mul3w_sld finished [took 362.5471s] 17/11/23 00:33:34| INFO mul_sld finished [took 366.1400s] 17/11/23 00:33:35| INFO mul3wc_sld finished [took 359.1144s] 17/11/23 00:33:44| INFO mulc_sld finished [took 371.9626s] 17/11/23 00:35:11| INFO bin_sld finished [took 464.3401s] 17/11/23 00:35:27| INFO binc_sld finished [took 475.4022s] 17/11/23 00:39:49| INFO mul3wmc_sld finished [took 367.0255s] 17/11/23 00:39:57| INFO mulmc_sld finished [took 375.1649s] 17/11/23 00:41:27| INFO binmc_sld finished [took 467.0111s] 17/11/23 00:41:28| INFO mulne_sld finished [took 369.7366s] 17/11/23 00:41:32| INFO binne_sld finished [took 458.9936s] 17/11/23 00:41:37| INFO mul3wne_sld finished [took 361.6084s] 17/11/23 00:43:15| INFO ref finished [took 190.5495s] 17/11/23 00:43:31| INFO kfcv finished [took 215.2674s] 17/11/23 00:43:36| INFO doc_feat finished [took 118.4456s] 17/11/23 00:44:15| INFO atc_mc finished [took 160.9249s] 17/11/23 00:44:15| INFO atc_ne finished [took 159.9385s] 17/11/23 00:44:15| INFO Dataset sample 0.10 of dataset cifar10_9prevs finished [took 1012.8461s] 17/11/23 00:44:15| INFO Dataset sample 0.20 of dataset cifar10_9prevs started 17/11/23 00:50:27| INFO mul_sld finished [took 366.0707s] 17/11/23 00:50:28| INFO mul3w_sld finished [took 365.6065s] 17/11/23 00:50:31| INFO mul3wc_sld finished [took 362.9477s] 17/11/23 00:50:31| INFO mulc_sld finished [took 364.9257s] 17/11/23 00:52:12| INFO bin_sld finished [took 472.1942s] 17/11/23 00:52:16| INFO binc_sld finished [took 472.4121s] 17/11/23 00:56:42| INFO mulmc_sld finished [took 367.5155s] 17/11/23 00:56:51| INFO mul3wmc_sld finished [took 373.2881s] 17/11/23 00:58:26| INFO mulne_sld finished [took 367.2225s] 17/11/23 00:58:27| INFO binmc_sld finished [took 472.0411s] 17/11/23 00:58:27| INFO binne_sld finished [took 467.1662s] 17/11/23 00:58:28| INFO mul3wne_sld finished [took 363.4496s] 17/11/23 01:00:18| INFO ref finished [took 199.9343s] 17/11/23 01:00:26| INFO kfcv finished [took 216.6640s] 17/11/23 01:00:34| INFO doc_feat finished [took 120.3543s] 17/11/23 01:01:12| INFO atc_mc finished [took 160.7700s] 17/11/23 01:01:13| INFO atc_ne finished [took 160.5243s] 17/11/23 01:01:13| INFO Dataset sample 0.20 of dataset cifar10_9prevs finished [took 1017.4067s] 17/11/23 01:01:13| INFO Dataset sample 0.30 of dataset cifar10_9prevs started 17/11/23 01:07:20| INFO mul3w_sld finished [took 360.7347s] 17/11/23 01:07:34| INFO mul3wc_sld finished [took 368.1456s] 17/11/23 01:07:35| INFO mul_sld finished [took 376.7808s] 17/11/23 01:07:43| INFO mulc_sld finished [took 378.9889s] 17/11/23 01:09:07| INFO bin_sld finished [took 470.8715s] 17/11/23 01:09:12| INFO binc_sld finished [took 469.9285s] 17/11/23 01:13:56| INFO mul3wmc_sld finished [took 374.7209s] 17/11/23 01:13:59| INFO mulmc_sld finished [took 378.7659s] 17/11/23 01:15:15| INFO binmc_sld finished [took 466.9705s] 17/11/23 01:15:25| INFO mul3wne_sld finished [took 365.9600s] 17/11/23 01:15:27| INFO mulne_sld finished [took 374.0756s] 17/11/23 01:15:38| INFO binne_sld finished [took 467.1248s] 17/11/23 01:17:18| INFO ref finished [took 191.6057s] 17/11/23 01:17:38| INFO kfcv finished [took 214.7635s] 17/11/23 01:17:38| INFO doc_feat finished [took 124.1322s] 17/11/23 01:18:15| INFO atc_mc finished [took 172.7688s] 17/11/23 01:18:16| INFO atc_ne finished [took 164.4646s] 17/11/23 01:18:16| INFO Dataset sample 0.30 of dataset cifar10_9prevs finished [took 1022.8196s] 17/11/23 01:18:16| INFO Dataset sample 0.40 of dataset cifar10_9prevs started 17/11/23 01:24:27| INFO mul3w_sld finished [took 364.9502s] 17/11/23 01:24:30| INFO mul3wc_sld finished [took 361.5481s] 17/11/23 01:24:34| INFO mul_sld finished [took 373.4501s] 17/11/23 01:24:47| INFO mulc_sld finished [took 380.7574s] 17/11/23 01:26:00| INFO bin_sld finished [took 461.5564s] 17/11/23 01:26:16| INFO binc_sld finished [took 470.6275s] 17/11/23 01:30:49| INFO mul3wmc_sld finished [took 366.5137s] 17/11/23 01:30:54| INFO mulmc_sld finished [took 376.5820s] 17/11/23 01:32:25| INFO binmc_sld finished [took 470.6779s] 17/11/23 01:32:27| INFO mulne_sld finished [took 379.1840s] 17/11/23 01:32:29| INFO mul3wne_sld finished [took 364.8697s] 17/11/23 01:32:43| INFO binne_sld finished [took 467.0905s] 17/11/23 01:34:20| INFO ref finished [took 198.0968s] 17/11/23 01:34:25| INFO kfcv finished [took 210.2288s] 17/11/23 01:34:35| INFO doc_feat finished [took 119.0931s] 17/11/23 01:35:15| INFO atc_ne finished [took 160.9952s] 17/11/23 01:35:15| INFO atc_mc finished [took 162.8327s] 17/11/23 01:35:15| INFO Dataset sample 0.40 of dataset cifar10_9prevs finished [took 1019.5153s] 17/11/23 01:35:15| INFO Dataset sample 0.50 of dataset cifar10_9prevs started 17/11/23 01:41:24| INFO mul3w_sld finished [took 361.8849s] 17/11/23 01:41:29| INFO mul3wc_sld finished [took 361.0073s] 17/11/23 01:41:35| INFO mul_sld finished [took 373.9151s] 17/11/23 01:41:40| INFO mulc_sld finished [took 373.6867s] 17/11/23 01:43:13| INFO bin_sld finished [took 474.6980s] 17/11/23 01:43:17| INFO binc_sld finished [took 471.8642s] 17/11/23 01:47:40| INFO mul3wmc_sld finished [took 357.8822s] 17/11/23 01:47:54| INFO mulmc_sld finished [took 378.1199s] 17/11/23 01:49:16| INFO binmc_sld finished [took 464.5629s] 17/11/23 01:49:26| INFO mul3wne_sld finished [took 362.0620s] 17/11/23 01:49:38| INFO mulne_sld finished [took 377.6352s] 17/11/23 01:49:40| INFO binne_sld finished [took 472.7394s] 17/11/23 01:51:17| INFO ref finished [took 195.8803s] 17/11/23 01:51:21| INFO kfcv finished [took 215.9394s] 17/11/23 01:51:38| INFO doc_feat finished [took 113.6860s] 17/11/23 01:52:09| INFO atc_mc finished [took 165.6360s] 17/11/23 01:52:12| INFO atc_ne finished [took 158.8503s] 17/11/23 01:52:12| INFO Dataset sample 0.50 of dataset cifar10_9prevs finished [took 1016.9900s] 17/11/23 01:52:12| INFO Dataset sample 0.60 of dataset cifar10_9prevs started 17/11/23 01:58:23| INFO mul3w_sld finished [took 362.5835s] 17/11/23 01:58:29| INFO mul3wc_sld finished [took 363.7016s] 17/11/23 01:58:35| INFO mul_sld finished [took 376.9899s] 17/11/23 01:58:48| INFO mulc_sld finished [took 385.0957s] 17/11/23 01:59:53| INFO bin_sld finished [took 455.9553s] 17/11/23 02:00:09| INFO binc_sld finished [took 467.7243s] 17/11/23 02:04:44| INFO mul3wmc_sld finished [took 362.3355s] 17/11/23 02:05:03| INFO mulmc_sld finished [took 386.4009s] 17/11/23 02:06:14| INFO mul3wne_sld finished [took 356.2795s] 17/11/23 02:06:14| INFO binmc_sld finished [took 464.1669s] 17/11/23 02:06:26| INFO mulne_sld finished [took 385.2228s] 17/11/23 02:06:47| INFO binne_sld finished [took 469.7961s] 17/11/23 02:08:26| INFO ref finished [took 195.0417s] 17/11/23 02:08:38| INFO kfcv finished [took 227.1281s] 17/11/23 02:08:41| INFO doc_feat finished [took 128.7433s] 17/11/23 02:09:11| INFO atc_mc finished [took 170.3742s] 17/11/23 02:09:13| INFO atc_ne finished [took 171.4339s] 17/11/23 02:09:13| INFO Dataset sample 0.60 of dataset cifar10_9prevs finished [took 1021.0613s] 17/11/23 02:09:13| INFO Dataset sample 0.70 of dataset cifar10_9prevs started 17/11/23 02:15:21| INFO mul3w_sld finished [took 360.8736s] 17/11/23 02:15:22| INFO mul_sld finished [took 363.6183s] 17/11/23 02:15:35| INFO mul3wc_sld finished [took 368.7025s] 17/11/23 02:15:48| INFO mulc_sld finished [took 384.7188s] 17/11/23 02:17:06| INFO bin_sld finished [took 468.5609s] 17/11/23 02:17:10| INFO binc_sld finished [took 468.7945s] 17/11/23 02:21:46| INFO mulmc_sld finished [took 376.1202s] 17/11/23 02:21:51| INFO mul3wmc_sld finished [took 369.8071s] 17/11/23 02:23:10| INFO binmc_sld finished [took 461.5893s] 17/11/23 02:23:21| INFO mul3wne_sld finished [took 363.3832s] 17/11/23 02:23:28| INFO mulne_sld finished [took 375.5855s] 17/11/23 02:23:33| INFO binne_sld finished [took 457.7804s] 17/11/23 02:25:13| INFO ref finished [took 194.8222s] 17/11/23 02:25:30| INFO kfcv finished [took 218.1632s] 17/11/23 02:25:33| INFO doc_feat finished [took 118.6010s] 17/11/23 02:26:08| INFO atc_mc finished [took 171.6985s] 17/11/23 02:26:10| INFO atc_ne finished [took 162.3306s] 17/11/23 02:26:10| INFO Dataset sample 0.70 of dataset cifar10_9prevs finished [took 1016.8836s] 17/11/23 02:26:10| INFO Dataset sample 0.80 of dataset cifar10_9prevs started 17/11/23 02:32:25| INFO mul3w_sld finished [took 367.5189s] 17/11/23 02:32:28| INFO mul_sld finished [took 372.0938s] 17/11/23 02:32:29| INFO mul3wc_sld finished [took 366.7273s] 17/11/23 02:32:38| INFO mulc_sld finished [took 377.8593s] 17/11/23 02:34:02| INFO binc_sld finished [took 462.7515s] 17/11/23 02:34:07| INFO bin_sld finished [took 473.4778s] 17/11/23 02:38:43| INFO mul3wmc_sld finished [took 366.3960s] 17/11/23 02:38:52| INFO mulmc_sld finished [took 376.8004s] 17/11/23 02:40:20| INFO mul3wne_sld finished [took 365.8059s] 17/11/23 02:40:21| INFO mulne_sld finished [took 372.6814s] 17/11/23 02:40:22| INFO binmc_sld finished [took 471.0565s] 17/11/23 02:40:31| INFO binne_sld finished [took 465.3675s] 17/11/23 02:42:14| INFO ref finished [took 195.7012s] 17/11/23 02:42:33| INFO doc_feat finished [took 124.4406s] 17/11/23 02:42:33| INFO kfcv finished [took 222.4725s] 17/11/23 02:43:12| INFO atc_mc finished [took 165.6840s] 17/11/23 02:43:12| INFO atc_ne finished [took 165.1241s] 17/11/23 02:43:12| INFO Dataset sample 0.80 of dataset cifar10_9prevs finished [took 1022.0561s] 17/11/23 02:43:12| INFO Dataset sample 0.90 of dataset cifar10_9prevs started 17/11/23 02:49:26| INFO mul_sld finished [took 367.6211s] 17/11/23 02:49:27| INFO mul3w_sld finished [took 366.0576s] 17/11/23 02:49:29| INFO mul3wc_sld finished [took 365.1774s] 17/11/23 02:49:32| INFO mulc_sld finished [took 369.1540s] 17/11/23 02:51:02| INFO bin_sld finished [took 466.4912s] 17/11/23 02:51:11| INFO binc_sld finished [took 469.1844s] 17/11/23 02:55:47| INFO mulmc_sld finished [took 373.0358s] 17/11/23 02:55:48| INFO mul3wmc_sld finished [took 371.0762s] 17/11/23 02:57:18| INFO binmc_sld finished [took 465.6963s] 17/11/23 02:57:20| INFO mul3wne_sld finished [took 363.0469s] 17/11/23 02:57:24| INFO mulne_sld finished [took 375.0791s] 17/11/23 02:57:26| INFO binne_sld finished [took 466.2160s] 17/11/23 02:59:11| INFO ref finished [took 195.2301s] 17/11/23 02:59:33| INFO kfcv finished [took 219.3142s] 17/11/23 02:59:34| INFO doc_feat finished [took 125.3886s] 17/11/23 03:00:10| INFO atc_ne finished [took 162.9297s] 17/11/23 03:00:10| INFO atc_mc finished [took 165.2833s] 17/11/23 03:00:10| INFO Dataset sample 0.90 of dataset cifar10_9prevs finished [took 1018.2199s] ---------------------------------------------------------------------------------------------------- 19/11/23 14:34:57| INFO dataset rcv1_CCAT_9prevs [pool size: 10] 19/11/23 14:35:03| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 19/11/23 14:36:23| INFO ref finished [took 64.2691s] 19/11/23 14:36:24| INFO doc finished [took 59.7001s] 19/11/23 14:36:29| INFO atc_mc finished [took 68.1734s] 19/11/23 14:36:32| INFO binc_sld finished [took 86.1125s] 19/11/23 14:36:35| INFO binmc_sld finished [took 85.8409s] 19/11/23 14:36:38| INFO binne_sld finished [took 84.8886s] 19/11/23 14:36:39| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 95.7847s] 19/11/23 14:36:39| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 19/11/23 14:38:00| INFO ref finished [took 65.1577s] 19/11/23 14:38:01| INFO doc finished [took 59.7737s] 19/11/23 14:38:08| INFO binc_sld finished [took 85.6240s] 19/11/23 14:38:08| INFO atc_mc finished [took 70.3675s] 19/11/23 14:38:11| INFO binmc_sld finished [took 84.9437s] 19/11/23 14:38:12| INFO binne_sld finished [took 82.0087s] 19/11/23 14:38:12| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 93.4055s] 19/11/23 14:38:12| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 19/11/23 14:39:36| INFO ref finished [took 66.6877s] 19/11/23 14:39:37| INFO doc finished [took 60.2549s] 19/11/23 14:39:41| INFO binc_sld finished [took 85.5905s] 19/11/23 14:39:42| INFO atc_mc finished [took 68.3105s] 19/11/23 14:39:45| INFO binmc_sld finished [took 85.0408s] 19/11/23 14:39:46| INFO binne_sld finished [took 81.7190s] 19/11/23 14:39:46| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 94.2745s] 19/11/23 14:39:46| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 19/11/23 14:41:05| INFO ref finished [took 64.8656s] 19/11/23 14:41:05| INFO doc finished [took 60.2541s] 19/11/23 14:41:10| INFO binc_sld finished [took 81.1590s] 19/11/23 14:41:11| INFO binmc_sld finished [took 78.8047s] 19/11/23 14:41:11| INFO atc_mc finished [took 68.8821s] 19/11/23 14:41:15| INFO binne_sld finished [took 78.7655s] 19/11/23 14:41:15| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 88.3294s] 19/11/23 14:41:15| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 19/11/23 14:42:36| INFO ref finished [took 65.1484s] 19/11/23 14:42:38| INFO doc finished [took 59.7806s] 19/11/23 14:42:44| INFO binc_sld finished [took 86.1414s] 19/11/23 14:42:45| INFO atc_mc finished [took 70.8035s] 19/11/23 14:42:46| INFO binmc_sld finished [took 83.9061s] 19/11/23 14:42:47| INFO binne_sld finished [took 81.5603s] 19/11/23 14:42:47| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 92.9383s] 19/11/23 14:42:47| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 19/11/23 14:44:07| INFO ref finished [took 65.0701s] 19/11/23 14:44:10| INFO doc finished [took 61.4157s] 19/11/23 14:44:16| INFO atc_mc finished [took 70.1925s] 19/11/23 14:44:16| INFO binmc_sld finished [took 82.1601s] 19/11/23 14:44:18| INFO binne_sld finished [took 79.8115s] 19/11/23 14:44:21| INFO binc_sld finished [took 90.0953s] 19/11/23 14:44:21| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 93.0801s] 19/11/23 14:44:21| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 19/11/23 14:45:44| INFO ref finished [took 66.5430s] 19/11/23 14:45:46| INFO doc finished [took 59.8701s] 19/11/23 14:45:53| INFO binc_sld finished [took 89.1013s] 19/11/23 14:45:53| INFO atc_mc finished [took 71.5063s] 19/11/23 14:45:55| INFO binmc_sld finished [took 87.5898s] 19/11/23 14:46:00| INFO binne_sld finished [took 87.3623s] 19/11/23 14:46:00| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 99.1819s] 19/11/23 14:46:00| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 19/11/23 14:47:21| INFO ref finished [took 65.4252s] 19/11/23 14:47:21| INFO doc finished [took 58.9747s] 19/11/23 14:47:29| INFO atc_mc finished [took 70.1565s] 19/11/23 14:47:35| INFO binc_sld finished [took 92.3164s] 19/11/23 14:47:38| INFO binmc_sld finished [took 92.1430s] 19/11/23 14:47:42| INFO binne_sld finished [took 91.0357s] 19/11/23 14:47:42| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 101.8390s] 19/11/23 14:47:42| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 19/11/23 14:49:00| INFO ref finished [took 63.8495s] 19/11/23 14:49:02| INFO doc finished [took 58.6434s] 19/11/23 14:49:09| INFO atc_mc finished [took 69.2980s] 19/11/23 14:49:22| INFO binc_sld finished [took 96.9013s] 19/11/23 14:49:25| INFO binmc_sld finished [took 96.6175s] 19/11/23 14:49:27| INFO binne_sld finished [took 94.8655s] 19/11/23 14:49:27| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 105.2049s] ---------------------------------------------------------------------------------------------------- 19/11/23 14:49:27| INFO dataset imdb_9prevs [pool size: 10] 19/11/23 14:49:36| INFO Dataset sample 0.10 of dataset imdb_9prevs started 19/11/23 14:50:09| INFO doc finished [took 19.5809s] 19/11/23 14:50:09| INFO ref finished [took 24.1516s] 19/11/23 14:50:15| INFO atc_mc finished [took 27.1919s] 19/11/23 14:50:42| INFO binne_sld finished [took 58.2923s] 19/11/23 14:50:42| INFO binc_sld finished [took 63.9055s] 19/11/23 14:50:42| INFO binmc_sld finished [took 61.6505s] 19/11/23 14:50:42| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 66.0254s] 19/11/23 14:50:42| INFO Dataset sample 0.20 of dataset imdb_9prevs started 19/11/23 14:51:15| INFO doc finished [took 19.1016s] 19/11/23 14:51:16| INFO ref finished [took 22.6889s] 19/11/23 14:51:23| INFO atc_mc finished [took 30.1294s] 19/11/23 14:51:47| INFO binc_sld finished [took 61.9672s] 19/11/23 14:51:48| INFO binmc_sld finished [took 59.3158s] 19/11/23 14:51:49| INFO binne_sld finished [took 56.7360s] 19/11/23 14:51:49| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 66.5519s] 19/11/23 14:51:49| INFO Dataset sample 0.30 of dataset imdb_9prevs started 19/11/23 14:52:28| INFO doc finished [took 20.8939s] 19/11/23 14:52:29| INFO ref finished [took 23.7440s] 19/11/23 14:52:36| INFO atc_mc finished [took 27.5318s] 19/11/23 14:52:47| INFO binc_sld finished [took 48.9803s] 19/11/23 14:52:47| INFO binmc_sld finished [took 46.5365s] 19/11/23 14:52:50| INFO binne_sld finished [took 46.3265s] 19/11/23 14:52:50| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 60.9812s] 19/11/23 14:52:50| INFO Dataset sample 0.40 of dataset imdb_9prevs started 19/11/23 14:53:24| INFO doc finished [took 20.1482s] 19/11/23 14:53:25| INFO ref finished [took 23.4442s] 19/11/23 14:53:31| INFO atc_mc finished [took 27.5411s] 19/11/23 14:53:41| INFO binmc_sld finished [took 44.5925s] 19/11/23 14:53:41| INFO binc_sld finished [took 49.9717s] 19/11/23 14:53:43| INFO binne_sld finished [took 44.0668s] 19/11/23 14:53:43| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 53.0919s] 19/11/23 14:53:43| INFO Dataset sample 0.50 of dataset imdb_9prevs started 19/11/23 14:54:17| INFO doc finished [took 20.6547s] 19/11/23 14:54:18| INFO ref finished [took 23.8148s] 19/11/23 14:54:25| INFO atc_mc finished [took 29.5162s] 19/11/23 14:54:32| INFO binc_sld finished [took 45.8337s] 19/11/23 14:54:33| INFO binmc_sld finished [took 43.4472s] 19/11/23 14:54:33| INFO binne_sld finished [took 43.8684s] 19/11/23 14:54:33| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 50.3850s] 19/11/23 14:54:33| INFO Dataset sample 0.60 of dataset imdb_9prevs started 19/11/23 14:55:06| INFO doc finished [took 21.1195s] 19/11/23 14:55:07| INFO ref finished [took 23.9974s] 19/11/23 14:55:14| INFO atc_mc finished [took 30.3238s] 19/11/23 14:55:23| INFO binmc_sld finished [took 45.4348s] 19/11/23 14:55:24| INFO binc_sld finished [took 47.9950s] 19/11/23 14:55:24| INFO binne_sld finished [took 43.2968s] 19/11/23 14:55:24| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 50.6027s] 19/11/23 14:55:24| INFO Dataset sample 0.70 of dataset imdb_9prevs started 19/11/23 14:55:59| INFO doc finished [took 19.7075s] 19/11/23 14:55:59| INFO ref finished [took 23.0012s] 19/11/23 14:56:06| INFO atc_mc finished [took 28.0330s] 19/11/23 14:56:16| INFO binc_sld finished [took 46.8877s] 19/11/23 14:56:17| INFO binmc_sld finished [took 44.8911s] 19/11/23 14:56:17| INFO binne_sld finished [took 45.2267s] 19/11/23 14:56:17| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 52.7128s] 19/11/23 14:56:17| INFO Dataset sample 0.80 of dataset imdb_9prevs started 19/11/23 14:56:51| INFO doc finished [took 20.4839s] 19/11/23 14:56:51| INFO ref finished [took 22.6835s] 19/11/23 14:56:58| INFO atc_mc finished [took 28.1940s] 19/11/23 14:57:18| INFO binmc_sld finished [took 55.0991s] 19/11/23 14:57:18| INFO binc_sld finished [took 54.6661s] 19/11/23 14:57:19| INFO binne_sld finished [took 52.9899s] 19/11/23 14:57:19| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 62.2310s] 19/11/23 14:57:19| INFO Dataset sample 0.90 of dataset imdb_9prevs started 19/11/23 14:57:50| INFO doc finished [took 20.7507s] 19/11/23 14:57:50| INFO ref finished [took 24.1299s] 19/11/23 14:57:59| INFO atc_mc finished [took 30.4774s] 19/11/23 14:58:11| INFO binne_sld finished [took 45.6334s] 19/11/23 14:58:11| INFO binmc_sld finished [took 47.5899s] 19/11/23 14:58:12| INFO binc_sld finished [took 50.8085s] 19/11/23 14:58:12| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 53.3934s] ---------------------------------------------------------------------------------------------------- 19/11/23 16:45:51| INFO dataset imdb_9prevs [pool size: 10] 19/11/23 16:46:00| INFO Dataset sample 0.10 of dataset imdb_9prevs started 19/11/23 16:46:30| INFO doc finished [took 18.2413s] 19/11/23 16:46:31| INFO ref finished [took 22.6817s] 19/11/23 16:46:38| INFO atc_mc finished [took 26.6918s] 19/11/23 16:47:02| INFO binmc_sld finished [took 59.1542s] 19/11/23 16:47:03| INFO binne_sld finished [took 56.5118s] 19/11/23 16:47:04| INFO binc_sld finished [took 61.5650s] 19/11/23 16:47:04| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 64.0919s] 19/11/23 16:47:04| INFO Dataset sample 0.20 of dataset imdb_9prevs started 19/11/23 16:47:36| INFO doc finished [took 22.1336s] 19/11/23 16:47:37| INFO ref finished [took 22.9951s] 19/11/23 16:47:42| INFO atc_mc finished [took 29.0117s] 19/11/23 16:48:08| INFO binmc_sld finished [took 58.5071s] 19/11/23 16:48:09| INFO binc_sld finished [took 60.8304s] 19/11/23 16:48:10| INFO binne_sld finished [took 57.2976s] 19/11/23 16:48:10| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 66.0747s] 19/11/23 16:48:10| INFO Dataset sample 0.30 of dataset imdb_9prevs started 19/11/23 16:48:48| INFO doc finished [took 21.4406s] 19/11/23 16:48:49| INFO ref finished [took 23.6459s] 19/11/23 16:48:56| INFO atc_mc finished [took 29.7807s] 19/11/23 16:49:09| INFO binc_sld finished [took 49.0549s] 19/11/23 16:49:10| INFO binmc_sld finished [took 48.0159s] 19/11/23 16:49:11| INFO binne_sld finished [took 46.2107s] 19/11/23 16:49:11| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 60.7070s] 19/11/23 16:49:11| INFO Dataset sample 0.40 of dataset imdb_9prevs started 19/11/23 16:49:44| INFO doc finished [took 21.4574s] 19/11/23 16:49:45| INFO ref finished [took 23.4747s] 19/11/23 16:49:51| INFO atc_mc finished [took 28.4928s] 19/11/23 16:50:03| INFO binmc_sld finished [took 44.8219s] 19/11/23 16:50:03| INFO binc_sld finished [took 50.0285s] 19/11/23 16:50:03| INFO binne_sld finished [took 42.7802s] 19/11/23 16:50:03| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 52.1849s] 19/11/23 16:50:03| INFO Dataset sample 0.50 of dataset imdb_9prevs started 19/11/23 16:50:37| INFO doc finished [took 21.7813s] 19/11/23 16:50:37| INFO ref finished [took 24.9412s] 19/11/23 16:50:45| INFO atc_mc finished [took 29.1503s] 19/11/23 16:50:53| INFO binmc_sld finished [took 42.5583s] 19/11/23 16:50:54| INFO binc_sld finished [took 45.0347s] 19/11/23 16:50:55| INFO binne_sld finished [took 43.5459s] 19/11/23 16:50:55| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 51.8091s] 19/11/23 16:50:55| INFO Dataset sample 0.60 of dataset imdb_9prevs started 19/11/23 16:51:28| INFO doc finished [took 21.8803s] 19/11/23 16:51:29| INFO ref finished [took 25.6668s] 19/11/23 16:51:36| INFO atc_mc finished [took 30.9659s] 19/11/23 16:51:45| INFO binmc_sld finished [took 46.8038s] 19/11/23 16:51:46| INFO binne_sld finished [took 44.0383s] 19/11/23 16:51:46| INFO binc_sld finished [took 48.7870s] 19/11/23 16:51:46| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 51.3499s] 19/11/23 16:51:46| INFO Dataset sample 0.70 of dataset imdb_9prevs started 19/11/23 16:52:20| INFO doc finished [took 21.2332s] 19/11/23 16:52:21| INFO ref finished [took 23.0943s] 19/11/23 16:52:28| INFO atc_mc finished [took 29.3320s] 19/11/23 16:52:39| INFO binmc_sld finished [took 44.3370s] 19/11/23 16:52:39| INFO binne_sld finished [took 43.0368s] 19/11/23 16:52:39| INFO binc_sld finished [took 46.1570s] 19/11/23 16:52:39| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 53.1689s] 19/11/23 16:52:39| INFO Dataset sample 0.80 of dataset imdb_9prevs started 19/11/23 16:53:14| INFO doc finished [took 20.1698s] 19/11/23 16:53:14| INFO ref finished [took 23.2513s] 19/11/23 16:53:21| INFO atc_mc finished [took 27.5763s] 19/11/23 16:53:42| INFO binne_sld finished [took 52.5427s] 19/11/23 16:53:42| INFO binc_sld finished [took 58.8222s] 19/11/23 16:53:43| INFO binmc_sld finished [took 58.1268s] 19/11/23 16:53:43| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 63.8906s] 19/11/23 16:53:43| INFO Dataset sample 0.90 of dataset imdb_9prevs started 19/11/23 16:54:14| INFO doc finished [took 20.3544s] 19/11/23 16:54:15| INFO ref finished [took 23.0896s] 19/11/23 16:54:22| INFO atc_mc finished [took 29.7740s] 19/11/23 16:54:33| INFO binne_sld finished [took 46.2084s] 19/11/23 16:54:34| INFO binc_sld finished [took 47.9653s] 19/11/23 16:54:35| INFO binmc_sld finished [took 46.9666s] 19/11/23 16:54:35| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 51.7033s] ---------------------------------------------------------------------------------------------------- 19/11/23 17:08:02| INFO dataset imdb_9prevs [pool size: 10] 19/11/23 17:08:11| INFO Dataset sample 0.10 of dataset imdb_9prevs started 19/11/23 17:08:13| WARNING Method binc_sld failed. Exception: axis 1 is out of bounds for array of dimension 1 19/11/23 17:08:15| WARNING Method binmc_sld failed. Exception: axis 1 is out of bounds for array of dimension 1 19/11/23 17:08:16| WARNING Method binne_sld failed. Exception: axis 1 is out of bounds for array of dimension 1 19/11/23 17:08:33| INFO doc finished [took 15.0248s] 19/11/23 17:08:34| INFO ref finished [took 16.4152s] 19/11/23 17:08:40| INFO atc_mc finished [took 21.6936s] 19/11/23 17:08:40| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 28.0926s] 19/11/23 17:08:40| INFO Dataset sample 0.20 of dataset imdb_9prevs started 19/11/23 17:08:44| WARNING Method binc_sld failed. Exception: axis 1 is out of bounds for array of dimension 1 19/11/23 17:08:45| WARNING Method binmc_sld failed. Exception: axis 1 is out of bounds for array of dimension 1 19/11/23 17:08:45| WARNING Dataset sample 0.20 of dataset imdb_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 17:08:47| WARNING Method binne_sld failed. Exception: axis 1 is out of bounds for array of dimension 1 19/11/23 17:08:47| WARNING Dataset sample 0.20 of dataset imdb_9prevs failed. Exception: [Errno 32] Broken pipe ---------------------------------------------------------------------------------------------------- 19/11/23 17:10:01| INFO dataset imdb_9prevs [pool size: 10] 19/11/23 17:10:11| INFO Dataset sample 0.10 of dataset imdb_9prevs started 19/11/23 17:10:25| WARNING Method binmc_sld failed. Exception: fun: -595.6846992664824 hess_inv: <4x4 LbfgsInvHessProduct with dtype=float64> jac: array([-0.07668312, 0.07087432, -0.0999424 , 0.9000576 ]) message: 'ABNORMAL_TERMINATION_IN_LNSRCH' nfev: 3535 nit: 347 njev: 3535 status: 2 success: False x: array([ 0.00000000e+00, 1.88794523e-04, -7.45496383e+02, -7.44507602e+02]) 19/11/23 17:10:25| WARNING Method binc_sld failed. Exception: fun: -595.6846992664824 hess_inv: <4x4 LbfgsInvHessProduct with dtype=float64> jac: array([-0.07668312, 0.07087432, -0.0999424 , 0.9000576 ]) message: 'ABNORMAL_TERMINATION_IN_LNSRCH' nfev: 3535 nit: 347 njev: 3535 status: 2 success: False x: array([ 0.00000000e+00, 1.88794523e-04, -7.45496383e+02, -7.44507602e+02]) 19/11/23 17:10:25| WARNING Method binne_sld failed. Exception: fun: -595.6846992664824 hess_inv: <4x4 LbfgsInvHessProduct with dtype=float64> jac: array([-0.07668312, 0.07087432, -0.0999424 , 0.9000576 ]) message: 'ABNORMAL_TERMINATION_IN_LNSRCH' nfev: 3535 nit: 347 njev: 3535 status: 2 success: False x: array([ 0.00000000e+00, 1.88794523e-04, -7.45496383e+02, -7.44507602e+02]) 19/11/23 17:10:33| INFO doc finished [took 15.6859s] 19/11/23 17:10:34| INFO ref finished [took 17.7471s] 19/11/23 17:10:40| INFO atc_mc finished [took 22.6711s] 19/11/23 17:10:40| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 29.2489s] 19/11/23 17:10:40| INFO Dataset sample 0.20 of dataset imdb_9prevs started 19/11/23 17:10:48| WARNING Method binmc_sld failed. Exception: ConfidenceBasedAccuracyEstimator.__get_ext() takes 2 positional arguments but 3 were given 19/11/23 17:10:48| WARNING Method binc_sld failed. Exception: ConfidenceBasedAccuracyEstimator.__get_ext() takes 2 positional arguments but 3 were given 19/11/23 17:10:48| WARNING Method binne_sld failed. Exception: ConfidenceBasedAccuracyEstimator.__get_ext() takes 2 positional arguments but 3 were given 19/11/23 17:11:03| INFO doc finished [took 15.0399s] 19/11/23 17:11:04| INFO ref finished [took 16.4090s] 19/11/23 17:11:10| INFO atc_mc finished [took 21.7411s] 19/11/23 17:11:10| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 29.9082s] 19/11/23 17:11:10| INFO Dataset sample 0.30 of dataset imdb_9prevs started 19/11/23 17:11:23| WARNING Method binc_sld failed. Exception: fun: -306.66614994535826 hess_inv: <4x4 LbfgsInvHessProduct with dtype=float64> jac: array([0.20304325, 0.00905259, 0.16074069, 0.23931692]) message: 'ABNORMAL_TERMINATION_IN_LNSRCH' nfev: 336 nit: 66 njev: 336 status: 2 success: False x: array([ 0. , 1.91945785, -744.95694256, -744.94606302]) 19/11/23 17:11:24| WARNING Method binmc_sld failed. Exception: fun: -306.66614994535826 hess_inv: <4x4 LbfgsInvHessProduct with dtype=float64> jac: array([0.20304325, 0.00905259, 0.16074069, 0.23931692]) message: 'ABNORMAL_TERMINATION_IN_LNSRCH' nfev: 336 nit: 66 njev: 336 status: 2 success: False x: array([ 0. , 1.91945785, -744.95694256, -744.94606302]) 19/11/23 17:11:24| WARNING Method binne_sld failed. Exception: fun: -306.66614994535826 hess_inv: <4x4 LbfgsInvHessProduct with dtype=float64> jac: array([0.20304325, 0.00905259, 0.16074069, 0.23931692]) message: 'ABNORMAL_TERMINATION_IN_LNSRCH' nfev: 336 nit: 66 njev: 336 status: 2 success: False x: array([ 0. , 1.91945785, -744.95694256, -744.94606302]) ---------------------------------------------------------------------------------------------------- 19/11/23 18:11:10| INFO dataset imdb_9prevs [pool size: 10] 19/11/23 18:11:19| INFO Dataset sample 0.10 of dataset imdb_9prevs started 19/11/23 18:11:50| INFO doc finished [took 19.2949s] 19/11/23 18:11:51| INFO ref finished [took 22.4626s] 19/11/23 18:11:57| INFO atc_mc finished [took 26.6490s] 19/11/23 18:12:22| INFO binc_sld finished [took 60.8780s] 19/11/23 18:12:23| INFO binne_sld finished [took 56.4074s] 19/11/23 18:12:23| INFO binmc_sld finished [took 60.0194s] 19/11/23 18:12:23| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 63.4951s] 19/11/23 18:12:23| INFO Dataset sample 0.20 of dataset imdb_9prevs started 19/11/23 18:12:54| INFO doc finished [took 20.2041s] 19/11/23 18:12:55| INFO ref finished [took 21.9111s] 19/11/23 18:13:02| INFO atc_mc finished [took 28.4243s] 19/11/23 18:13:28| INFO binc_sld finished [took 61.4722s] 19/11/23 18:13:28| INFO binne_sld finished [took 56.5862s] 19/11/23 18:13:28| INFO binmc_sld finished [took 60.8506s] 19/11/23 18:13:28| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 65.3685s] 19/11/23 18:13:28| INFO Dataset sample 0.30 of dataset imdb_9prevs started 19/11/23 18:14:07| INFO doc finished [took 20.6297s] 19/11/23 18:14:08| INFO ref finished [took 24.3863s] 19/11/23 18:14:15| INFO atc_mc finished [took 28.5844s] 19/11/23 18:14:27| INFO binc_sld finished [took 50.1406s] 19/11/23 18:14:28| INFO binmc_sld finished [took 47.5910s] 19/11/23 18:14:28| INFO binne_sld finished [took 44.6222s] 19/11/23 18:14:28| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 59.8974s] 19/11/23 18:14:28| INFO Dataset sample 0.40 of dataset imdb_9prevs started 19/11/23 18:15:04| INFO doc finished [took 21.0882s] 19/11/23 18:15:04| INFO ref finished [took 24.8715s] 19/11/23 18:15:11| INFO atc_mc finished [took 31.0063s] 19/11/23 18:15:20| INFO binmc_sld finished [took 45.5985s] 19/11/23 18:15:22| INFO binne_sld finished [took 43.6949s] 19/11/23 18:15:22| INFO binc_sld finished [took 48.0274s] 19/11/23 18:15:22| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 54.1688s] 19/11/23 18:15:22| INFO Dataset sample 0.50 of dataset imdb_9prevs started 19/11/23 18:15:57| INFO doc finished [took 21.6275s] 19/11/23 18:15:57| INFO ref finished [took 24.0525s] 19/11/23 18:16:04| INFO atc_mc finished [took 30.9620s] 19/11/23 18:16:12| INFO binmc_sld finished [took 45.5321s] 19/11/23 18:16:13| INFO binc_sld finished [took 44.3017s] 19/11/23 18:16:14| INFO binne_sld finished [took 41.6713s] 19/11/23 18:16:14| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 51.3922s] 19/11/23 18:16:14| INFO Dataset sample 0.60 of dataset imdb_9prevs started 19/11/23 18:16:46| INFO doc finished [took 21.6048s] 19/11/23 18:16:47| INFO ref finished [took 23.5465s] 19/11/23 18:16:53| INFO atc_mc finished [took 29.2836s] 19/11/23 18:17:03| INFO binc_sld finished [took 46.5709s] 19/11/23 18:17:03| INFO binmc_sld finished [took 45.1560s] 19/11/23 18:17:04| INFO binne_sld finished [took 43.6591s] 19/11/23 18:17:04| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 50.1296s] 19/11/23 18:17:04| INFO Dataset sample 0.70 of dataset imdb_9prevs started 19/11/23 18:17:39| INFO doc finished [took 21.3066s] 19/11/23 18:17:39| INFO ref finished [took 25.8099s] 19/11/23 18:17:46| INFO atc_mc finished [took 29.8067s] 19/11/23 18:17:56| INFO binmc_sld finished [took 44.9994s] 19/11/23 18:17:56| INFO binc_sld finished [took 46.5171s] 19/11/23 18:17:57| INFO binne_sld finished [took 43.0452s] 19/11/23 18:17:57| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 53.1428s] 19/11/23 18:17:57| INFO Dataset sample 0.80 of dataset imdb_9prevs started 19/11/23 18:18:32| INFO doc finished [took 19.9936s] 19/11/23 18:18:32| INFO ref finished [took 22.4799s] 19/11/23 18:18:39| INFO atc_mc finished [took 29.1331s] 19/11/23 18:18:59| INFO binne_sld finished [took 51.5866s] 19/11/23 18:18:59| INFO binc_sld finished [took 56.4713s] 19/11/23 18:19:00| INFO binmc_sld finished [took 54.8087s] 19/11/23 18:19:00| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 62.7750s] 19/11/23 18:19:00| INFO Dataset sample 0.90 of dataset imdb_9prevs started 19/11/23 18:19:31| INFO doc finished [took 20.4376s] 19/11/23 18:19:32| INFO ref finished [took 24.4953s] 19/11/23 18:19:38| INFO atc_mc finished [took 28.3290s] 19/11/23 18:19:50| INFO binc_sld finished [took 47.1278s] 19/11/23 18:19:51| INFO binne_sld finished [took 45.4607s] 19/11/23 18:19:51| INFO binmc_sld finished [took 47.4927s] 19/11/23 18:19:51| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 51.2145s] ---------------------------------------------------------------------------------------------------- 19/11/23 18:22:04| INFO dataset imdb_9prevs [pool size: 10] 19/11/23 18:22:14| INFO Dataset sample 0.10 of dataset imdb_9prevs started 19/11/23 18:22:43| INFO doc finished [took 17.8801s] 19/11/23 18:22:43| INFO ref finished [took 20.9234s] 19/11/23 18:22:50| INFO atc_mc finished [took 24.8799s] 19/11/23 18:23:14| INFO binc_sld finished [took 58.2597s] 19/11/23 18:23:14| INFO binne_sld finished [took 56.1394s] 19/11/23 18:23:15| INFO binmc_sld finished [took 57.0692s] 19/11/23 18:23:15| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 61.6783s] 19/11/23 18:23:15| INFO Dataset sample 0.20 of dataset imdb_9prevs started 19/11/23 18:23:45| INFO doc finished [took 18.1790s] 19/11/23 18:23:46| INFO ref finished [took 20.3359s] 19/11/23 18:23:53| INFO atc_mc finished [took 26.7497s] 19/11/23 18:24:13| INFO binne_sld finished [took 50.4215s] 19/11/23 18:24:16| INFO binmc_sld finished [took 54.7121s] 19/11/23 18:24:17| INFO binc_sld finished [took 57.3442s] 19/11/23 18:24:17| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 61.2930s] 19/11/23 18:24:17| INFO Dataset sample 0.30 of dataset imdb_9prevs started 19/11/23 18:24:55| INFO doc finished [took 19.6176s] 19/11/23 18:24:56| INFO ref finished [took 23.6219s] 19/11/23 18:25:02| INFO atc_mc finished [took 27.2067s] 19/11/23 18:25:18| INFO binc_sld finished [took 52.8540s] 19/11/23 18:25:19| INFO binmc_sld finished [took 51.7882s] 19/11/23 18:25:22| INFO binne_sld finished [took 50.3933s] 19/11/23 18:25:22| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 64.8360s] 19/11/23 18:25:22| INFO Dataset sample 0.40 of dataset imdb_9prevs started 19/11/23 18:25:57| INFO doc finished [took 22.1598s] 19/11/23 18:25:57| INFO ref finished [took 25.0719s] 19/11/23 18:26:03| INFO atc_mc finished [took 29.5892s] 19/11/23 18:26:17| INFO binmc_sld finished [took 47.3350s] 19/11/23 18:26:17| INFO binc_sld finished [took 49.8096s] 19/11/23 18:26:22| INFO binne_sld finished [took 51.0971s] 19/11/23 18:26:22| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 60.1661s] 19/11/23 18:26:22| INFO Dataset sample 0.50 of dataset imdb_9prevs started 19/11/23 18:26:56| INFO doc finished [took 22.1252s] 19/11/23 18:26:56| INFO ref finished [took 24.0740s] 19/11/23 18:27:02| INFO atc_mc finished [took 30.7025s] 19/11/23 18:27:14| INFO binmc_sld finished [took 44.1819s] 19/11/23 18:27:14| INFO binc_sld finished [took 48.4355s] 19/11/23 18:27:17| INFO binne_sld finished [took 46.2974s] 19/11/23 18:27:17| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 55.5199s] 19/11/23 18:27:17| INFO Dataset sample 0.60 of dataset imdb_9prevs started 19/11/23 18:27:51| INFO doc finished [took 22.4606s] 19/11/23 18:27:51| INFO ref finished [took 24.8789s] 19/11/23 18:27:58| INFO atc_mc finished [took 29.1385s] 19/11/23 18:28:09| INFO binc_sld finished [took 49.6116s] 19/11/23 18:28:10| INFO binmc_sld finished [took 48.6527s] 19/11/23 18:28:12| INFO binne_sld finished [took 46.0670s] 19/11/23 18:28:12| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 54.4336s] 19/11/23 18:28:12| INFO Dataset sample 0.70 of dataset imdb_9prevs started 19/11/23 18:28:46| INFO doc finished [took 21.2565s] 19/11/23 18:28:46| INFO ref finished [took 23.8927s] 19/11/23 18:28:53| INFO atc_mc finished [took 30.5197s] 19/11/23 18:29:05| INFO binc_sld finished [took 48.6775s] 19/11/23 18:29:06| INFO binmc_sld finished [took 45.3035s] 19/11/23 18:29:09| INFO binne_sld finished [took 47.1706s] 19/11/23 18:29:09| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 57.2739s] 19/11/23 18:29:09| INFO Dataset sample 0.80 of dataset imdb_9prevs started 19/11/23 18:29:42| INFO doc finished [took 18.5240s] 19/11/23 18:29:43| INFO ref finished [took 21.8903s] 19/11/23 18:29:50| INFO atc_mc finished [took 26.2267s] 19/11/23 18:30:08| INFO binmc_sld finished [took 51.8406s] 19/11/23 18:30:09| INFO binne_sld finished [took 51.0767s] 19/11/23 18:30:09| INFO binc_sld finished [took 56.6035s] 19/11/23 18:30:09| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 60.1379s] 19/11/23 18:30:09| INFO Dataset sample 0.90 of dataset imdb_9prevs started 19/11/23 18:30:40| INFO doc finished [took 21.5119s] 19/11/23 18:30:41| INFO ref finished [took 23.5824s] 19/11/23 18:30:47| INFO atc_mc finished [took 29.6170s] 19/11/23 18:30:58| INFO binne_sld finished [took 45.4093s] 19/11/23 18:30:59| INFO binc_sld finished [took 47.0583s] 19/11/23 18:31:00| INFO binmc_sld finished [took 46.4880s] 19/11/23 18:31:00| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 51.3101s] ---------------------------------------------------------------------------------------------------- 19/11/23 18:39:38| INFO dataset imdb_9prevs [pool size: 10] 19/11/23 18:39:47| INFO Dataset sample 0.10 of dataset imdb_9prevs started 19/11/23 18:40:47| INFO doc finished [took 42.0612s] 19/11/23 18:40:49| INFO ref finished [took 46.7424s] 19/11/23 18:40:53| INFO mulc_sld finished [took 61.5488s] 19/11/23 18:40:59| INFO atc_mc finished [took 55.2418s] 19/11/23 18:41:00| INFO mulmc_sld finished [took 64.4950s] 19/11/23 18:41:01| INFO mulne_sld finished [took 58.9139s] 19/11/23 18:41:14| INFO binc_sld finished [took 84.0531s] 19/11/23 18:41:15| INFO binmc_sld finished [took 81.1781s] 19/11/23 18:41:22| INFO binne_sld finished [took 84.2111s] 19/11/23 18:41:22| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 94.8732s] 19/11/23 18:41:22| INFO Dataset sample 0.20 of dataset imdb_9prevs started 19/11/23 18:42:18| INFO ref finished [took 38.0069s] 19/11/23 18:42:26| INFO doc finished [took 43.4832s] 19/11/23 18:42:32| INFO atc_mc finished [took 50.7452s] 19/11/23 18:42:34| INFO mulmc_sld finished [took 61.3979s] 19/11/23 18:42:37| INFO mulne_sld finished [took 59.6374s] 19/11/23 18:42:41| INFO mulc_sld finished [took 74.7355s] 19/11/23 18:42:52| INFO binc_sld finished [took 86.2241s] 19/11/23 18:42:58| INFO binmc_sld finished [took 88.8853s] 19/11/23 18:42:58| INFO binne_sld finished [took 83.2734s] 19/11/23 18:42:58| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 95.8377s] 19/11/23 18:42:58| INFO Dataset sample 0.30 of dataset imdb_9prevs started 19/11/23 18:44:10| INFO ref finished [took 47.2416s] 19/11/23 18:44:17| INFO doc finished [took 52.8857s] 19/11/23 18:44:31| INFO mulne_sld finished [took 71.8977s] 19/11/23 18:44:32| INFO atc_mc finished [took 69.6723s] 19/11/23 18:44:37| INFO mulc_sld finished [took 82.9713s] 19/11/23 18:44:41| INFO binc_sld finished [took 93.7943s] 19/11/23 18:44:41| INFO mulmc_sld finished [took 83.5402s] 19/11/23 18:44:42| INFO binmc_sld finished [took 85.3519s] 19/11/23 18:44:43| INFO binne_sld finished [took 81.3494s] 19/11/23 18:44:43| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 104.5215s] 19/11/23 18:44:43| INFO Dataset sample 0.40 of dataset imdb_9prevs started 19/11/23 18:45:48| INFO ref finished [took 47.7744s] 19/11/23 18:45:55| INFO doc finished [took 51.7180s] 19/11/23 18:46:04| INFO atc_mc finished [took 63.3996s] 19/11/23 18:46:12| INFO mulne_sld finished [took 73.6585s] 19/11/23 18:46:12| INFO binc_sld finished [took 84.5622s] 19/11/23 18:46:18| INFO binmc_sld finished [took 83.3563s] 19/11/23 18:46:19| INFO mulmc_sld finished [took 85.3198s] 19/11/23 18:46:20| INFO mulc_sld finished [took 91.3679s] 19/11/23 18:46:20| INFO binne_sld finished [took 87.1135s] 19/11/23 18:46:20| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 97.6831s] 19/11/23 18:46:20| INFO Dataset sample 0.50 of dataset imdb_9prevs started 19/11/23 18:47:35| INFO doc finished [took 55.1571s] 19/11/23 18:47:36| INFO ref finished [took 58.1473s] 19/11/23 18:47:45| INFO atc_mc finished [took 66.0453s] 19/11/23 18:47:50| INFO binc_sld finished [took 84.3122s] 19/11/23 18:47:50| INFO mulmc_sld finished [took 75.7539s] 19/11/23 18:47:51| INFO mulne_sld finished [took 75.6100s] 19/11/23 18:47:59| INFO mulc_sld finished [took 89.6988s] 19/11/23 18:47:59| INFO binmc_sld finished [took 90.0782s] 19/11/23 18:48:01| INFO binne_sld finished [took 86.9830s] 19/11/23 18:48:01| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 100.4602s] 19/11/23 18:48:01| INFO Dataset sample 0.60 of dataset imdb_9prevs started 19/11/23 18:49:13| INFO doc finished [took 54.5038s] 19/11/23 18:49:15| INFO ref finished [took 59.5989s] 19/11/23 18:49:15| INFO atc_mc finished [took 58.0249s] 19/11/23 18:49:28| INFO mulc_sld finished [took 79.6772s] 19/11/23 18:49:28| INFO binmc_sld finished [took 78.3720s] 19/11/23 18:49:33| INFO mulmc_sld finished [took 80.8972s] 19/11/23 18:49:35| INFO mulne_sld finished [took 81.2188s] 19/11/23 18:49:36| INFO binc_sld finished [took 90.8013s] 19/11/23 18:49:39| INFO binne_sld finished [took 86.7514s] 19/11/23 18:49:39| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 98.4566s] 19/11/23 18:49:39| INFO Dataset sample 0.70 of dataset imdb_9prevs started 19/11/23 18:50:47| INFO doc finished [took 46.4536s] 19/11/23 18:50:48| INFO ref finished [took 48.6087s] 19/11/23 18:51:10| INFO atc_mc finished [took 70.4374s] 19/11/23 18:51:11| INFO mulc_sld finished [took 81.7437s] 19/11/23 18:51:11| INFO mulmc_sld finished [took 78.5972s] 19/11/23 18:51:12| INFO mulne_sld finished [took 75.4022s] 19/11/23 18:51:15| INFO binne_sld finished [took 80.7768s] 19/11/23 18:51:15| INFO binmc_sld finished [took 84.9707s] 19/11/23 18:51:22| INFO binc_sld finished [took 96.4131s] 19/11/23 18:51:22| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 102.6423s] 19/11/23 18:51:22| INFO Dataset sample 0.80 of dataset imdb_9prevs started 19/11/23 18:52:35| INFO doc finished [took 51.5735s] 19/11/23 18:52:35| INFO ref finished [took 54.3748s] 19/11/23 18:52:43| INFO atc_mc finished [took 60.6528s] 19/11/23 18:52:44| INFO mulc_sld finished [took 74.2069s] 19/11/23 18:52:52| INFO mulmc_sld finished [took 76.6810s] 19/11/23 18:52:54| INFO mulne_sld finished [took 75.4376s] 19/11/23 18:52:58| INFO binc_sld finished [took 90.4086s] 19/11/23 18:52:58| INFO binne_sld finished [took 80.3181s] 19/11/23 18:53:07| INFO binmc_sld finished [took 94.3656s] 19/11/23 18:53:07| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 105.5271s] 19/11/23 18:53:08| INFO Dataset sample 0.90 of dataset imdb_9prevs started 19/11/23 18:54:15| INFO ref finished [took 54.6314s] 19/11/23 18:54:15| INFO doc finished [took 50.8868s] 19/11/23 18:54:16| INFO atc_mc finished [took 55.1184s] 19/11/23 18:54:21| INFO mulne_sld finished [took 62.5328s] 19/11/23 18:54:29| INFO binc_sld finished [took 79.6967s] 19/11/23 18:54:30| INFO mulc_sld finished [took 75.0899s] 19/11/23 18:54:30| INFO mulmc_sld finished [took 74.2348s] 19/11/23 18:54:37| INFO binne_sld finished [took 78.3799s] 19/11/23 18:54:38| INFO binmc_sld finished [took 83.6068s] 19/11/23 18:54:38| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 90.2295s] ---------------------------------------------------------------------------------------------------- 19/11/23 19:19:01| INFO dataset imdb_9prevs [pool size: 10] 19/11/23 19:19:10| INFO Dataset sample 0.10 of dataset imdb_9prevs started 19/11/23 19:19:25| WARNING Method bints_sld failed. Exception: can't multiply sequence by non-int of type 'numpy.float64' 19/11/23 19:19:29| WARNING Method mults_sld failed. Exception: can't multiply sequence by non-int of type 'numpy.float64' 19/11/23 19:20:08| INFO ref finished [took 39.5541s] ---------------------------------------------------------------------------------------------------- 19/11/23 19:22:41| INFO dataset imdb_9prevs [pool size: 10] 19/11/23 19:22:50| INFO Dataset sample 0.10 of dataset imdb_9prevs started 19/11/23 19:23:05| WARNING Method bints_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array. 19/11/23 19:23:08| WARNING Method mults_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array. 19/11/23 19:23:48| INFO ref finished [took 39.0140s] 19/11/23 19:23:54| INFO doc finished [took 39.8326s] 19/11/23 19:24:03| INFO atc_mc finished [took 51.9025s] 19/11/23 19:24:03| INFO mulc_sld finished [took 69.4163s] 19/11/23 19:24:11| INFO mulne_sld finished [took 68.3830s] 19/11/23 19:24:22| INFO binc_sld finished [took 89.4825s] 19/11/23 19:24:28| INFO binmc_sld finished [took 92.0946s] 19/11/23 19:24:29| INFO binne_sld finished [took 88.7162s] 19/11/23 19:24:44| INFO mulmc_sld finished [took 107.4107s] 19/11/23 19:24:44| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 113.4918s] 19/11/23 19:24:44| INFO Dataset sample 0.20 of dataset imdb_9prevs started 19/11/23 19:25:01| WARNING Method bints_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array. 19/11/23 19:25:04| WARNING Method mults_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array. 19/11/23 19:25:55| INFO doc finished [took 43.6512s] 19/11/23 19:25:56| INFO ref finished [took 49.4358s] 19/11/23 19:26:04| INFO atc_mc finished [took 55.3730s] 19/11/23 19:26:24| INFO binmc_sld finished [took 93.3904s] 19/11/23 19:26:25| INFO binne_sld finished [took 89.5951s] 19/11/23 19:26:27| INFO mulne_sld finished [took 88.8770s] 19/11/23 19:26:33| INFO mulc_sld finished [took 104.6236s] 19/11/23 19:26:33| INFO binc_sld finished [took 106.6419s] 19/11/23 19:26:35| INFO mulmc_sld finished [took 102.2352s] 19/11/23 19:26:35| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 110.9123s] 19/11/23 19:26:35| INFO Dataset sample 0.30 of dataset imdb_9prevs started 19/11/23 19:27:01| WARNING Method mults_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array. 19/11/23 19:27:01| WARNING Method bints_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array. 19/11/23 19:27:51| INFO ref finished [took 47.5755s] 19/11/23 19:27:57| INFO doc finished [took 41.5249s] 19/11/23 19:28:13| INFO atc_mc finished [took 67.8484s] 19/11/23 19:28:17| INFO binne_sld finished [took 78.7496s] 19/11/23 19:28:19| INFO mulne_sld finished [took 81.3133s] 19/11/23 19:28:21| INFO mulc_sld finished [took 91.6502s] 19/11/23 19:28:21| INFO binc_sld finished [took 100.6958s] 19/11/23 19:28:23| INFO mulmc_sld finished [took 88.8144s] 19/11/23 19:28:26| INFO binmc_sld finished [took 94.4413s] 19/11/23 19:28:26| WARNING Dataset sample 0.30 of dataset imdb_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 19:28:26| WARNING Dataset sample 0.30 of dataset imdb_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 19:28:26| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 111.1699s] 19/11/23 19:28:26| INFO Dataset sample 0.40 of dataset imdb_9prevs started 19/11/23 19:28:43| WARNING Method bints_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array. 19/11/23 19:28:47| WARNING Method mults_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array. 19/11/23 19:29:41| INFO ref finished [took 55.3855s] 19/11/23 19:29:41| INFO doc finished [took 46.9207s] 19/11/23 19:29:56| INFO atc_mc finished [took 67.8239s] 19/11/23 19:30:00| INFO mulc_sld finished [took 86.4971s] 19/11/23 19:30:01| INFO binc_sld finished [took 91.4395s] 19/11/23 19:30:02| INFO mulmc_sld finished [took 82.0859s] 19/11/23 19:30:02| INFO mulne_sld finished [took 80.3877s] 19/11/23 19:30:04| INFO binne_sld finished [took 83.4252s] 19/11/23 19:30:07| INFO binmc_sld finished [took 91.8815s] 19/11/23 19:30:07| WARNING Dataset sample 0.40 of dataset imdb_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 19:30:07| WARNING Dataset sample 0.40 of dataset imdb_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 19:30:07| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 101.2308s] 19/11/23 19:30:07| INFO Dataset sample 0.50 of dataset imdb_9prevs started 19/11/23 19:30:23| WARNING Method bints_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array. 19/11/23 19:30:27| WARNING Method mults_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array. 19/11/23 19:31:17| INFO ref finished [took 50.2288s] 19/11/23 19:31:25| INFO doc finished [took 50.4939s] 19/11/23 19:31:33| INFO atc_mc finished [took 63.8170s] 19/11/23 19:31:35| INFO binmc_sld finished [took 77.0877s] 19/11/23 19:31:41| INFO binne_sld finished [took 80.5360s] 19/11/23 19:31:44| INFO mulne_sld finished [took 78.3047s] 19/11/23 19:31:45| INFO binc_sld finished [took 91.4238s] 19/11/23 19:31:47| INFO mulmc_sld finished [took 86.9535s] 19/11/23 19:31:52| INFO mulc_sld finished [took 95.9405s] 19/11/23 19:31:52| WARNING Dataset sample 0.50 of dataset imdb_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 19:31:52| WARNING Dataset sample 0.50 of dataset imdb_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 19:31:52| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 104.6472s] 19/11/23 19:31:52| INFO Dataset sample 0.60 of dataset imdb_9prevs started 19/11/23 19:32:07| WARNING Method bints_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array. 19/11/23 19:32:09| WARNING Method mults_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array. 19/11/23 19:33:07| INFO atc_mc finished [took 55.6900s] 19/11/23 19:33:07| INFO ref finished [took 56.9789s] 19/11/23 19:33:08| INFO doc finished [took 50.0920s] 19/11/23 19:33:21| INFO binne_sld finished [took 75.9642s] 19/11/23 19:33:24| INFO mulmc_sld finished [took 84.2835s] 19/11/23 19:33:26| INFO binmc_sld finished [took 88.0509s] 19/11/23 19:33:26| INFO binc_sld finished [took 91.2989s] 19/11/23 19:33:31| INFO mulc_sld finished [took 93.0831s] 19/11/23 19:33:31| INFO mulne_sld finished [took 83.6412s] 19/11/23 19:33:31| WARNING Dataset sample 0.60 of dataset imdb_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 19:33:31| WARNING Dataset sample 0.60 of dataset imdb_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 19:33:31| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 99.0371s] 19/11/23 19:33:31| INFO Dataset sample 0.70 of dataset imdb_9prevs started 19/11/23 19:33:51| WARNING Method bints_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array. 19/11/23 19:33:53| WARNING Method mults_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array. 19/11/23 19:34:43| INFO ref finished [took 50.2573s] 19/11/23 19:34:44| INFO doc finished [took 38.8091s] 19/11/23 19:34:56| INFO atc_mc finished [took 62.5026s] 19/11/23 19:35:06| INFO mulmc_sld finished [took 82.7125s] 19/11/23 19:35:08| INFO binmc_sld finished [took 85.6042s] 19/11/23 19:35:09| INFO binc_sld finished [took 90.5825s] 19/11/23 19:35:11| INFO mulne_sld finished [took 80.9219s] 19/11/23 19:35:13| INFO binne_sld finished [took 84.5445s] 19/11/23 19:35:14| INFO mulc_sld finished [took 93.0163s] 19/11/23 19:35:14| WARNING Dataset sample 0.70 of dataset imdb_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 19:35:14| WARNING Dataset sample 0.70 of dataset imdb_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 19:35:14| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 103.2369s] 19/11/23 19:35:14| INFO Dataset sample 0.80 of dataset imdb_9prevs started 19/11/23 19:35:33| WARNING Method bints_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array. 19/11/23 19:35:35| WARNING Method mults_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array. 19/11/23 19:36:31| INFO doc finished [took 44.3769s] 19/11/23 19:36:32| INFO ref finished [took 52.7003s] 19/11/23 19:36:34| INFO atc_mc finished [took 55.9355s] 19/11/23 19:36:45| INFO mulc_sld finished [took 80.8477s] 19/11/23 19:36:50| INFO mulmc_sld finished [took 82.7821s] 19/11/23 19:36:52| INFO mulne_sld finished [took 81.3289s] 19/11/23 19:36:53| INFO binc_sld finished [took 92.1839s] 19/11/23 19:37:02| INFO binmc_sld finished [took 96.7705s] 19/11/23 19:37:03| INFO binne_sld finished [took 92.0194s] 19/11/23 19:37:03| WARNING Dataset sample 0.80 of dataset imdb_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 19:37:03| WARNING Dataset sample 0.80 of dataset imdb_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 19:37:03| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 108.5238s] 19/11/23 19:37:03| INFO Dataset sample 0.90 of dataset imdb_9prevs started 19/11/23 19:37:15| WARNING Method bints_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array. 19/11/23 19:37:20| WARNING Method mults_sld failed. Exception: A sparse matrix was passed, but dense data is required. Use X.toarray() to convert to a dense numpy array. 19/11/23 19:38:03| INFO ref finished [took 44.0679s] 19/11/23 19:38:09| INFO doc finished [took 47.2066s] 19/11/23 19:38:26| INFO mulc_sld finished [took 79.1638s] 19/11/23 19:38:26| INFO atc_mc finished [took 65.4130s] 19/11/23 19:38:27| INFO binne_sld finished [took 75.1669s] 19/11/23 19:38:27| INFO binmc_sld finished [took 78.2442s] 19/11/23 19:38:29| INFO mulmc_sld finished [took 79.7266s] 19/11/23 19:38:31| INFO mulne_sld finished [took 77.4392s] 19/11/23 19:38:32| INFO binc_sld finished [took 87.8248s] 19/11/23 19:38:32| WARNING Dataset sample 0.90 of dataset imdb_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 19:38:32| WARNING Dataset sample 0.90 of dataset imdb_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 19:38:32| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 89.8187s] ---------------------------------------------------------------------------------------------------- 19/11/23 19:41:08| INFO dataset rcv1_CCAT_9prevs [pool size: 10] 19/11/23 19:41:13| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 19/11/23 19:41:17| WARNING Method binc_sld failed. Exception: ConfidenceBasedAccuracyEstimator._get_pred_ext() takes 1 positional argument but 2 were given 19/11/23 19:41:19| WARNING Method mulc_sld failed. Exception: MultiClassAccuracyEstimator._get_pred_ext() takes 1 positional argument but 2 were given 19/11/23 19:41:22| WARNING Method binmc_sld failed. Exception: ConfidenceBasedAccuracyEstimator._get_pred_ext() takes 1 positional argument but 2 were given 19/11/23 19:41:24| WARNING Method mulmc_sld failed. Exception: MultiClassAccuracyEstimator._get_pred_ext() takes 1 positional argument but 2 were given 19/11/23 19:41:26| WARNING Method binne_sld failed. Exception: ConfidenceBasedAccuracyEstimator._get_pred_ext() takes 1 positional argument but 2 were given 19/11/23 19:41:29| WARNING Method mulne_sld failed. Exception: MultiClassAccuracyEstimator._get_pred_ext() takes 1 positional argument but 2 were given 19/11/23 19:42:19| INFO ref finished [took 48.1058s] 19/11/23 19:42:22| INFO doc finished [took 45.2408s] 19/11/23 19:42:27| INFO atc_mc finished [took 53.8194s] 19/11/23 19:42:28| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 74.0511s] 19/11/23 19:42:28| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 19/11/23 19:42:31| WARNING Method binc_sld failed. Exception: ConfidenceBasedAccuracyEstimator._get_pred_ext() takes 1 positional argument but 2 were given 19/11/23 19:42:31| WARNING Dataset sample 0.20 of dataset rcv1_CCAT_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 19:42:33| WARNING Method mulc_sld failed. Exception: MultiClassAccuracyEstimator._get_pred_ext() takes 1 positional argument but 2 were given 19/11/23 19:42:33| WARNING Dataset sample 0.20 of dataset rcv1_CCAT_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 19:42:36| WARNING Method binmc_sld failed. Exception: ConfidenceBasedAccuracyEstimator._get_pred_ext() takes 1 positional argument but 2 were given 19/11/23 19:42:36| WARNING Dataset sample 0.20 of dataset rcv1_CCAT_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 19:42:38| WARNING Method mulmc_sld failed. Exception: MultiClassAccuracyEstimator._get_pred_ext() takes 1 positional argument but 2 were given 19/11/23 19:42:38| WARNING Dataset sample 0.20 of dataset rcv1_CCAT_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 19:42:41| WARNING Method binne_sld failed. Exception: ConfidenceBasedAccuracyEstimator._get_pred_ext() takes 1 positional argument but 2 were given 19/11/23 19:42:41| WARNING Dataset sample 0.20 of dataset rcv1_CCAT_9prevs failed. Exception: [Errno 32] Broken pipe 19/11/23 19:42:44| WARNING Method mulne_sld failed. Exception: MultiClassAccuracyEstimator._get_pred_ext() takes 1 positional argument but 2 were given 19/11/23 19:42:44| WARNING Dataset sample 0.20 of dataset rcv1_CCAT_9prevs failed. Exception: [Errno 32] Broken pipe ---------------------------------------------------------------------------------------------------- 19/11/23 19:43:25| INFO dataset rcv1_CCAT_9prevs [pool size: 10] 19/11/23 19:43:30| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 19/11/23 19:45:29| INFO mulmc_sld finished [took 101.0113s] 19/11/23 19:45:33| INFO atc_mc finished [took 81.8134s] 19/11/23 19:45:39| INFO binne_sld finished [took 106.6186s] 19/11/23 19:45:48| INFO mulc_sld finished [took 131.4954s] 19/11/23 19:45:52| INFO ref finished [took 107.0774s] 19/11/23 19:45:54| INFO doc finished [took 99.5317s] 19/11/23 19:45:58| INFO binc_sld finished [took 144.6321s] 19/11/23 19:46:01| INFO mulne_sld finished [took 121.0649s] 19/11/23 19:46:04| INFO binmc_sld finished [took 142.0601s] 19/11/23 19:46:04| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 153.6601s] 19/11/23 19:46:04| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 19/11/23 19:48:11| INFO mulmc_sld finished [took 107.2992s] 19/11/23 19:48:15| INFO mulne_sld finished [took 95.8040s] 19/11/23 19:48:18| INFO binne_sld finished [took 108.0761s] 19/11/23 19:48:36| INFO ref finished [took 110.3294s] 19/11/23 19:48:36| INFO doc finished [took 98.2332s] 19/11/23 19:48:36| INFO mulc_sld finished [took 145.0524s] 19/11/23 19:48:39| INFO binc_sld finished [took 151.4444s] 19/11/23 19:48:44| INFO atc_mc finished [took 111.2407s] 19/11/23 19:48:45| INFO binmc_sld finished [took 148.2457s] 19/11/23 19:48:45| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 161.0611s] 19/11/23 19:48:45| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 19/11/23 19:50:50| INFO ref finished [took 81.0260s] 19/11/23 19:50:51| INFO doc finished [took 68.9712s] 19/11/23 19:50:58| INFO binne_sld finished [took 104.8960s] 19/11/23 19:51:20| INFO binc_sld finished [took 151.0900s] 19/11/23 19:51:20| INFO mulc_sld finished [took 147.5938s] 19/11/23 19:51:22| INFO binmc_sld finished [took 143.5357s] 19/11/23 19:51:25| INFO atc_mc finished [took 107.7969s] 19/11/23 19:51:26| INFO mulmc_sld finished [took 139.7868s] 19/11/23 19:51:29| INFO mulne_sld finished [took 128.2238s] 19/11/23 19:51:29| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 163.5587s] 19/11/23 19:51:29| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 19/11/23 19:53:25| INFO doc finished [took 68.5324s] 19/11/23 19:53:32| INFO binne_sld finished [took 99.8498s] 19/11/23 19:53:40| INFO mulc_sld finished [took 125.1210s] 19/11/23 19:53:48| INFO mulmc_sld finished [took 120.8493s] 19/11/23 19:53:55| INFO binc_sld finished [took 143.1980s] 19/11/23 19:53:59| INFO ref finished [took 113.1608s] 19/11/23 19:54:01| INFO binmc_sld finished [took 141.3867s] 19/11/23 19:54:05| INFO mulne_sld finished [took 124.9688s] 19/11/23 19:54:06| INFO atc_mc finished [took 115.1550s] 19/11/23 19:54:06| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 157.4892s] 19/11/23 19:54:06| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 19/11/23 19:56:06| INFO ref finished [took 76.5257s] 19/11/23 19:56:13| INFO binmc_sld finished [took 114.0996s] 19/11/23 19:56:19| INFO mulne_sld finished [took 97.5415s] 19/11/23 19:56:35| INFO doc finished [took 95.5446s] 19/11/23 19:56:38| INFO binc_sld finished [took 148.1309s] 19/11/23 19:56:42| INFO mulc_sld finished [took 148.3328s] 19/11/23 19:56:44| INFO binne_sld finished [took 130.8020s] 19/11/23 19:56:47| INFO mulmc_sld finished [took 139.5310s] 19/11/23 19:56:47| INFO atc_mc finished [took 111.4280s] 19/11/23 19:56:47| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 161.1824s] 19/11/23 19:56:47| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 19/11/23 19:58:51| INFO doc finished [took 70.6697s] 19/11/23 19:58:54| INFO binmc_sld finished [took 115.2236s] 19/11/23 19:58:58| INFO mulmc_sld finished [took 111.5674s] 19/11/23 19:59:14| INFO ref finished [took 106.0625s] 19/11/23 19:59:17| INFO binc_sld finished [took 146.4685s] 19/11/23 19:59:22| INFO mulc_sld finished [took 148.1159s] 19/11/23 19:59:27| INFO atc_mc finished [took 112.5389s] 19/11/23 19:59:27| INFO binne_sld finished [took 134.9076s] 19/11/23 19:59:32| INFO mulne_sld finished [took 131.3486s] 19/11/23 19:59:32| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 164.7187s] 19/11/23 19:59:32| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 19/11/23 20:01:42| INFO atc_mc finished [took 81.5536s] 19/11/23 20:01:42| INFO binmc_sld finished [took 118.9289s] 19/11/23 20:01:45| INFO mulne_sld finished [took 97.3116s] 19/11/23 20:02:04| INFO ref finished [took 110.9748s] 19/11/23 20:02:06| INFO doc finished [took 98.8829s] 19/11/23 20:02:11| INFO mulc_sld finished [took 151.1318s] 19/11/23 20:02:11| INFO mulmc_sld finished [took 139.3934s] 19/11/23 20:02:12| INFO binc_sld finished [took 156.7129s] 19/11/23 20:02:22| INFO binne_sld finished [took 141.8948s] 19/11/23 20:02:22| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 169.8505s] 19/11/23 20:02:22| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 19/11/23 20:04:32| INFO mulmc_sld finished [took 107.9326s] 19/11/23 20:04:37| INFO binc_sld finished [took 131.3714s] 19/11/23 20:04:41| INFO binmc_sld finished [took 126.9400s] 19/11/23 20:04:53| INFO ref finished [took 109.4238s] 19/11/23 20:04:56| INFO mulc_sld finished [took 146.6672s] 19/11/23 20:04:58| INFO doc finished [took 102.6548s] 19/11/23 20:05:05| INFO mulne_sld finished [took 128.6264s] 19/11/23 20:05:07| INFO atc_mc finished [took 115.3303s] 19/11/23 20:05:16| INFO binne_sld finished [took 148.5048s] 19/11/23 20:05:16| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 173.9456s] 19/11/23 20:05:16| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 19/11/23 20:07:13| INFO mulc_sld finished [took 110.4290s] 19/11/23 20:07:22| INFO atc_mc finished [took 79.8260s] 19/11/23 20:07:37| INFO binc_sld finished [took 138.4056s] 19/11/23 20:07:40| INFO ref finished [took 103.9488s] 19/11/23 20:07:41| INFO doc finished [took 93.9011s] 19/11/23 20:07:51| INFO mulne_sld finished [took 121.3413s] 19/11/23 20:07:51| INFO mulmc_sld finished [took 135.1729s] 19/11/23 20:08:08| INFO binne_sld finished [took 147.2318s] 19/11/23 20:08:11| INFO binmc_sld finished [took 162.3291s] 19/11/23 20:08:11| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 174.6774s] ---------------------------------------------------------------------------------------------------- 19/11/23 20:08:11| INFO dataset imdb_9prevs [pool size: 10] 19/11/23 20:08:20| INFO Dataset sample 0.10 of dataset imdb_9prevs started 19/11/23 20:09:20| INFO atc_mc finished [took 42.8710s] 19/11/23 20:09:21| INFO ref finished [took 43.6417s] 19/11/23 20:09:21| INFO doc finished [took 41.3836s] 19/11/23 20:09:27| INFO mulmc_sld finished [took 58.4929s] 19/11/23 20:09:32| INFO mulne_sld finished [took 57.5357s] 19/11/23 20:09:33| INFO mulc_sld finished [took 69.2991s] 19/11/23 20:09:46| INFO binc_sld finished [took 84.1147s] 19/11/23 20:09:55| INFO binne_sld finished [took 84.5281s] 19/11/23 20:09:55| INFO binmc_sld finished [took 89.1542s] 19/11/23 20:09:55| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 95.2448s] 19/11/23 20:09:55| INFO Dataset sample 0.20 of dataset imdb_9prevs started 19/11/23 20:10:59| INFO ref finished [took 47.3966s] 19/11/23 20:11:00| INFO atc_mc finished [took 43.9834s] 19/11/23 20:11:00| INFO doc finished [took 44.0074s] 19/11/23 20:11:07| INFO mulc_sld finished [took 66.6602s] 19/11/23 20:11:13| INFO mulne_sld finished [took 61.4361s] 19/11/23 20:11:14| INFO mulmc_sld finished [took 68.6355s] 19/11/23 20:11:26| INFO binc_sld finished [took 87.7194s] 19/11/23 20:11:34| INFO binne_sld finished [took 86.6534s] 19/11/23 20:11:34| INFO binmc_sld finished [took 92.6218s] 19/11/23 20:11:34| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 98.9725s] 19/11/23 20:11:34| INFO Dataset sample 0.30 of dataset imdb_9prevs started 19/11/23 20:12:55| INFO doc finished [took 51.2553s] 19/11/23 20:12:56| INFO ref finished [took 56.6532s] 19/11/23 20:13:08| INFO mulne_sld finished [took 71.5676s] 19/11/23 20:13:09| INFO atc_mc finished [took 67.1399s] 19/11/23 20:13:14| INFO binne_sld finished [took 79.5664s] 19/11/23 20:13:14| INFO mulmc_sld finished [took 82.4176s] 19/11/23 20:13:15| INFO mulc_sld finished [took 84.7426s] 19/11/23 20:13:16| INFO binc_sld finished [took 88.8689s] 19/11/23 20:13:18| INFO binmc_sld finished [took 89.5081s] 19/11/23 20:13:18| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 103.5502s] 19/11/23 20:13:18| INFO Dataset sample 0.40 of dataset imdb_9prevs started 19/11/23 20:14:31| INFO doc finished [took 50.8739s] 19/11/23 20:14:32| INFO atc_mc finished [took 53.2467s] 19/11/23 20:14:32| INFO ref finished [took 55.4985s] 19/11/23 20:14:46| INFO binne_sld finished [took 73.5470s] 19/11/23 20:14:49| INFO mulne_sld finished [took 73.8855s] 19/11/23 20:14:52| INFO binc_sld finished [took 91.0872s] 19/11/23 20:14:53| INFO binmc_sld finished [took 85.1854s] 19/11/23 20:14:53| INFO mulmc_sld finished [took 83.0024s] 19/11/23 20:14:53| INFO mulc_sld finished [took 89.6033s] 19/11/23 20:14:53| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 95.5020s] 19/11/23 20:14:53| INFO Dataset sample 0.50 of dataset imdb_9prevs started 19/11/23 20:16:08| INFO doc finished [took 52.8491s] 19/11/23 20:16:08| INFO ref finished [took 54.9432s] 19/11/23 20:16:19| INFO binmc_sld finished [took 79.4615s] 19/11/23 20:16:21| INFO atc_mc finished [took 68.1066s] 19/11/23 20:16:21| INFO mulmc_sld finished [took 78.4218s] 19/11/23 20:16:22| INFO mulc_sld finished [took 84.7562s] 19/11/23 20:16:26| INFO binc_sld finished [took 90.4883s] 19/11/23 20:16:27| INFO binne_sld finished [took 80.6932s] 19/11/23 20:16:32| INFO mulne_sld finished [took 82.1265s] 19/11/23 20:16:32| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 98.3945s] 19/11/23 20:16:32| INFO Dataset sample 0.60 of dataset imdb_9prevs started 19/11/23 20:17:45| INFO ref finished [took 55.6285s] 19/11/23 20:17:45| INFO atc_mc finished [took 56.0716s] 19/11/23 20:17:45| INFO doc finished [took 54.1295s] 19/11/23 20:17:57| INFO binmc_sld finished [took 77.2017s] 19/11/23 20:17:59| INFO mulne_sld finished [took 74.2482s] 19/11/23 20:18:03| INFO mulmc_sld finished [took 81.3975s] 19/11/23 20:18:04| INFO binc_sld finished [took 90.5582s] 19/11/23 20:18:05| INFO mulc_sld finished [took 88.7117s] 19/11/23 20:18:06| INFO binne_sld finished [took 82.0301s] 19/11/23 20:18:06| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 93.8647s] 19/11/23 20:18:06| INFO Dataset sample 0.70 of dataset imdb_9prevs started 19/11/23 20:19:21| INFO doc finished [took 51.5947s] 19/11/23 20:19:23| INFO ref finished [took 55.6575s] 19/11/23 20:19:34| INFO mulc_sld finished [took 83.2674s] 19/11/23 20:19:36| INFO atc_mc finished [took 67.2435s] 19/11/23 20:19:36| INFO binmc_sld finished [took 80.0895s] 19/11/23 20:19:37| INFO binne_sld finished [took 75.4826s] 19/11/23 20:19:41| INFO mulne_sld finished [took 76.1622s] 19/11/23 20:19:41| INFO binc_sld finished [took 92.3857s] 19/11/23 20:19:44| INFO mulmc_sld finished [took 84.9288s] 19/11/23 20:19:44| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 97.9102s] 19/11/23 20:19:44| INFO Dataset sample 0.80 of dataset imdb_9prevs started 19/11/23 20:20:56| INFO doc finished [took 50.9169s] 19/11/23 20:20:57| INFO ref finished [took 54.3907s] 19/11/23 20:21:03| INFO atc_mc finished [took 59.3513s] 19/11/23 20:21:08| INFO mulmc_sld finished [took 69.9581s] 19/11/23 20:21:15| INFO mulc_sld finished [took 83.7655s] 19/11/23 20:21:16| INFO mulne_sld finished [took 74.0565s] 19/11/23 20:21:19| INFO binmc_sld finished [took 85.6575s] 19/11/23 20:21:21| INFO binc_sld finished [took 92.1814s] 19/11/23 20:21:27| INFO binne_sld finished [took 87.6698s] 19/11/23 20:21:27| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 103.4096s] 19/11/23 20:21:27| INFO Dataset sample 0.90 of dataset imdb_9prevs started 19/11/23 20:22:26| INFO ref finished [took 43.5365s] 19/11/23 20:22:26| INFO doc finished [took 42.2749s] 19/11/23 20:22:45| INFO mulne_sld finished [took 64.7371s] 19/11/23 20:22:46| INFO mulc_sld finished [took 75.7984s] 19/11/23 20:22:47| INFO atc_mc finished [took 63.9119s] 19/11/23 20:22:48| INFO binc_sld finished [took 79.1970s] 19/11/23 20:22:53| INFO mulmc_sld finished [took 78.7171s] 19/11/23 20:22:53| INFO binne_sld finished [took 76.0629s] 19/11/23 20:22:53| INFO binmc_sld finished [took 79.2422s] 19/11/23 20:22:53| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 86.0248s] ---------------------------------------------------------------------------------------------------- 19/11/23 20:57:17| INFO dataset rcv1_CCAT_9prevs [pool size: 10] 19/11/23 20:57:22| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 19/11/23 20:59:30| INFO ref finished [took 78.3554s] 19/11/23 20:59:48| INFO atc_mc finished [took 89.6456s] 19/11/23 21:00:10| INFO binc_sld finished [took 165.0292s] 19/11/23 21:00:13| INFO mulc_sld finished [took 163.4647s] 19/11/23 21:00:13| INFO mulis_sld finished [took 127.4467s] 19/11/23 21:00:23| INFO mulmc_sld finished [took 162.1337s] 19/11/23 21:00:23| INFO mulne_sld finished [took 152.7607s] 19/11/23 21:00:25| INFO binis_sld finished [took 146.5875s] 19/11/23 21:00:27| INFO binmc_sld finished [took 172.9657s] 19/11/23 21:00:30| INFO binne_sld finished [took 165.1468s] 19/11/23 21:00:39| INFO doc finished [took 63.7435s] 19/11/23 21:00:39| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 196.9654s] 19/11/23 21:00:39| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 19/11/23 21:03:10| INFO binne_sld finished [took 127.2992s] 19/11/23 21:03:12| INFO binis_sld finished [took 111.2641s] 19/11/23 21:03:26| INFO ref finished [took 111.9644s] 19/11/23 21:03:37| INFO binmc_sld finished [took 166.6270s] 19/11/23 21:03:38| INFO atc_mc finished [took 116.7918s] 19/11/23 21:03:39| INFO mulc_sld finished [took 173.4535s] 19/11/23 21:03:42| INFO binc_sld finished [took 179.9198s] 19/11/23 21:03:44| INFO mulmc_sld finished [took 166.2971s] 19/11/23 21:03:47| INFO mulis_sld finished [took 138.2204s] 19/11/23 21:03:49| INFO mulne_sld finished [took 158.0875s] 19/11/23 21:04:07| INFO doc finished [took 51.6344s] 19/11/23 21:04:07| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 207.9590s] 19/11/23 21:04:07| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 19/11/23 21:06:24| INFO ref finished [took 77.6894s] 19/11/23 21:06:47| INFO binis_sld finished [took 115.7259s] 19/11/23 21:07:06| INFO binc_sld finished [took 175.8364s] 19/11/23 21:07:09| INFO binne_sld finished [took 154.7778s] 19/11/23 21:07:14| INFO mulne_sld finished [took 149.9715s] 19/11/23 21:07:16| INFO mulmc_sld finished [took 168.3360s] 19/11/23 21:07:18| INFO mulc_sld finished [took 184.0222s] 19/11/23 21:07:20| INFO binmc_sld finished [took 179.4936s] 19/11/23 21:07:23| INFO mulis_sld finished [took 143.9927s] 19/11/23 21:07:26| INFO atc_mc finished [took 131.6257s] 19/11/23 21:07:33| INFO doc finished [took 62.9090s] 19/11/23 21:07:33| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 206.3195s] 19/11/23 21:07:33| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 19/11/23 21:09:53| INFO mulc_sld finished [took 133.5063s] 19/11/23 21:09:55| INFO mulis_sld finished [took 98.2986s] 19/11/23 21:10:10| INFO binc_sld finished [took 154.4466s] 19/11/23 21:10:21| INFO binmc_sld finished [took 158.6595s] 19/11/23 21:10:29| INFO atc_mc finished [took 121.3342s] 19/11/23 21:10:30| INFO binis_sld finished [took 140.8381s] 19/11/23 21:10:30| INFO mulmc_sld finished [took 162.2964s] 19/11/23 21:10:35| INFO ref finished [took 131.6754s] 19/11/23 21:10:35| INFO mulne_sld finished [took 153.4051s] 19/11/23 21:10:40| INFO binne_sld finished [took 164.0910s] 19/11/23 21:10:58| INFO doc finished [took 62.0151s] 19/11/23 21:10:58| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 204.4837s] 19/11/23 21:10:58| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 19/11/23 21:13:19| INFO binmc_sld finished [took 129.2896s] 19/11/23 21:13:29| INFO mulne_sld finished [took 116.7361s] 19/11/23 21:13:52| INFO ref finished [took 116.4011s] 19/11/23 21:13:52| INFO mulmc_sld finished [took 155.0571s] 19/11/23 21:13:55| INFO binc_sld finished [took 174.5466s] 19/11/23 21:14:03| INFO mulc_sld finished [took 179.0632s] 19/11/23 21:14:06| INFO binis_sld finished [took 146.8596s] 19/11/23 21:14:10| INFO binne_sld finished [took 165.9503s] 19/11/23 21:14:12| INFO atc_mc finished [took 128.9594s] 19/11/23 21:14:13| INFO mulis_sld finished [took 146.6789s] 19/11/23 21:14:28| INFO doc finished [took 63.8432s] 19/11/23 21:14:28| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 210.3550s] 19/11/23 21:14:28| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 19/11/23 21:16:47| INFO mulc_sld finished [took 132.6163s] 19/11/23 21:17:00| INFO ref finished [took 98.0365s] 19/11/23 21:17:18| INFO binis_sld finished [took 131.4635s] 19/11/23 21:17:23| INFO binc_sld finished [took 172.4939s] 19/11/23 21:17:24| INFO mulmc_sld finished [took 157.0995s] 19/11/23 21:17:25| INFO atc_mc finished [took 117.3192s] 19/11/23 21:17:29| INFO binne_sld finished [took 157.4816s] 19/11/23 21:17:30| INFO binmc_sld finished [took 170.1259s] 19/11/23 21:17:41| INFO mulne_sld finished [took 161.4529s] 19/11/23 21:17:44| INFO mulis_sld finished [took 150.9906s] 19/11/23 21:17:57| INFO doc finished [took 65.7072s] 19/11/23 21:17:57| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 208.4920s] 19/11/23 21:17:57| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 19/11/23 21:20:17| INFO mulc_sld finished [took 133.3883s] 19/11/23 21:20:23| INFO mulmc_sld finished [took 128.0340s] 19/11/23 21:20:57| INFO binmc_sld finished [took 167.3222s] 19/11/23 21:20:59| INFO atc_mc finished [took 120.6819s] 19/11/23 21:21:03| INFO ref finished [took 129.2912s] 19/11/23 21:21:03| INFO binc_sld finished [took 182.9861s] 19/11/23 21:21:03| INFO binne_sld finished [took 159.2750s] 19/11/23 21:21:12| INFO mulne_sld finished [took 159.7806s] 19/11/23 21:21:16| INFO mulis_sld finished [took 148.8817s] 19/11/23 21:21:17| INFO binis_sld finished [took 158.1950s] 19/11/23 21:21:33| INFO doc finished [took 68.8378s] 19/11/23 21:21:33| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 216.1500s] 19/11/23 21:21:33| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 19/11/23 21:24:03| INFO binmc_sld finished [took 137.6415s] 19/11/23 21:24:09| INFO binne_sld finished [took 128.6696s] 19/11/23 21:24:35| INFO mulmc_sld finished [took 162.8192s] 19/11/23 21:24:39| INFO mulc_sld finished [took 178.9714s] 19/11/23 21:24:39| INFO ref finished [took 129.2943s] 19/11/23 21:24:44| INFO mulne_sld finished [took 155.2228s] 19/11/23 21:24:47| INFO atc_mc finished [took 131.9586s] 19/11/23 21:24:48| INFO binc_sld finished [took 191.9467s] 19/11/23 21:24:48| INFO binis_sld finished [took 151.9338s] 19/11/23 21:24:53| INFO mulis_sld finished [took 152.8830s] 19/11/23 21:25:05| INFO doc finished [took 54.8910s] 19/11/23 21:25:05| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 212.4719s] 19/11/23 21:25:05| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 19/11/23 21:27:20| INFO mulmc_sld finished [took 115.5754s] 19/11/23 21:27:49| INFO atc_mc finished [took 103.8399s] 19/11/23 21:27:58| INFO mulis_sld finished [took 125.9920s] 19/11/23 21:28:02| INFO mulc_sld finished [took 169.6572s] 19/11/23 21:28:08| INFO ref finished [took 130.1773s] 19/11/23 21:28:08| INFO mulne_sld finished [took 150.0584s] 19/11/23 21:28:18| INFO binis_sld finished [took 154.4569s] 19/11/23 21:28:19| INFO binc_sld finished [took 190.2244s] 19/11/23 21:28:26| INFO binmc_sld finished [took 189.5683s] 19/11/23 21:28:28| INFO binne_sld finished [took 178.2303s] 19/11/23 21:28:31| INFO doc finished [took 65.7981s] 19/11/23 21:28:31| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 205.5493s] ---------------------------------------------------------------------------------------------------- 19/11/23 21:28:31| INFO dataset imdb_9prevs [pool size: 10] 19/11/23 21:28:40| INFO Dataset sample 0.10 of dataset imdb_9prevs started 19/11/23 21:29:51| INFO ref finished [took 50.4272s] 19/11/23 21:29:59| INFO mulc_sld finished [took 74.7205s] 19/11/23 21:30:06| INFO atc_mc finished [took 63.0406s] 19/11/23 21:30:11| INFO mulmc_sld finished [took 81.8438s] 19/11/23 21:30:12| INFO mulne_sld finished [took 77.0307s] 19/11/23 21:30:13| INFO mulis_sld finished [took 73.0118s] 19/11/23 21:30:13| INFO doc finished [took 19.4343s] 19/11/23 21:30:21| INFO binmc_sld finished [took 94.8168s] 19/11/23 21:30:31| INFO binne_sld finished [took 99.1648s] 19/11/23 21:30:35| INFO binc_sld finished [took 112.6532s] 19/11/23 21:30:36| INFO binis_sld finished [took 100.2292s] 19/11/23 21:30:36| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 115.5824s] 19/11/23 21:30:36| INFO Dataset sample 0.20 of dataset imdb_9prevs started 19/11/23 21:31:50| INFO atc_mc finished [took 49.8183s] 19/11/23 21:31:55| INFO ref finished [took 56.5151s] 19/11/23 21:32:08| INFO mulc_sld finished [took 87.6034s] 19/11/23 21:32:14| INFO doc finished [took 20.6844s] 19/11/23 21:32:15| INFO mulmc_sld finished [took 88.9910s] 19/11/23 21:32:16| INFO mulne_sld finished [took 83.4857s] 19/11/23 21:32:17| INFO mulis_sld finished [took 81.0790s] 19/11/23 21:32:30| INFO binis_sld finished [took 97.4270s] 19/11/23 21:32:31| INFO binc_sld finished [took 112.3975s] 19/11/23 21:32:36| INFO binne_sld finished [took 107.3596s] 19/11/23 21:32:38| INFO binmc_sld finished [took 115.6329s] 19/11/23 21:32:38| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 122.6224s] 19/11/23 21:32:38| INFO Dataset sample 0.30 of dataset imdb_9prevs started 19/11/23 21:34:09| INFO atc_mc finished [took 57.3192s] 19/11/23 21:34:11| INFO ref finished [took 61.0477s] 19/11/23 21:34:33| INFO mulc_sld finished [took 99.3741s] 19/11/23 21:34:35| INFO mulis_sld finished [took 88.2377s] 19/11/23 21:34:38| INFO binis_sld finished [took 93.0999s] 19/11/23 21:34:42| INFO doc finished [took 28.9710s] 19/11/23 21:34:43| INFO mulmc_sld finished [took 103.7833s] 19/11/23 21:34:43| INFO mulne_sld finished [took 99.9399s] 19/11/23 21:34:43| INFO binne_sld finished [took 101.5580s] 19/11/23 21:34:45| INFO binc_sld finished [took 116.3224s] 19/11/23 21:34:46| INFO binmc_sld finished [took 110.8746s] 19/11/23 21:34:46| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 127.1195s] 19/11/23 21:34:46| INFO Dataset sample 0.40 of dataset imdb_9prevs started 19/11/23 21:36:11| INFO ref finished [took 61.2011s] 19/11/23 21:36:26| INFO binis_sld finished [took 80.8416s] 19/11/23 21:36:27| INFO atc_mc finished [took 74.7702s] 19/11/23 21:36:31| INFO mulis_sld finished [took 84.8961s] 19/11/23 21:36:36| INFO mulmc_sld finished [took 97.6370s] 19/11/23 21:36:39| INFO binc_sld finished [took 110.2617s] 19/11/23 21:36:39| INFO binmc_sld finished [took 105.0029s] 19/11/23 21:36:41| INFO doc finished [took 26.6310s] 19/11/23 21:36:42| INFO mulne_sld finished [took 101.0516s] 19/11/23 21:36:43| INFO mulc_sld finished [took 110.1464s] 19/11/23 21:36:44| INFO binne_sld finished [took 104.4633s] 19/11/23 21:36:44| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 118.4187s] 19/11/23 21:36:44| INFO Dataset sample 0.50 of dataset imdb_9prevs started 19/11/23 21:38:12| INFO ref finished [took 65.1384s] 19/11/23 21:38:27| INFO atc_mc finished [took 78.4825s] 19/11/23 21:38:28| INFO binc_sld finished [took 100.1460s] 19/11/23 21:38:34| INFO mulis_sld finished [took 88.9251s] 19/11/23 21:38:37| INFO binne_sld finished [took 96.0846s] 19/11/23 21:38:38| INFO binis_sld finished [took 97.0118s] 19/11/23 21:38:41| INFO binmc_sld finished [took 108.8367s] 19/11/23 21:38:42| INFO mulmc_sld finished [took 105.1525s] 19/11/23 21:38:42| INFO doc finished [took 27.0436s] 19/11/23 21:38:43| INFO mulc_sld finished [took 110.4750s] 19/11/23 21:38:44| INFO mulne_sld finished [took 105.2200s] 19/11/23 21:38:44| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 120.4324s] 19/11/23 21:38:44| INFO Dataset sample 0.60 of dataset imdb_9prevs started 19/11/23 21:40:09| INFO ref finished [took 65.4233s] 19/11/23 21:40:15| INFO atc_mc finished [took 69.0464s] 19/11/23 21:40:33| INFO mulmc_sld finished [took 97.5977s] 19/11/23 21:40:33| INFO binc_sld finished [took 104.8976s] 19/11/23 21:40:34| INFO binmc_sld finished [took 101.8083s] 19/11/23 21:40:35| INFO mulc_sld finished [took 102.8695s] 19/11/23 21:40:40| INFO binis_sld finished [took 99.0209s] 19/11/23 21:40:40| INFO doc finished [took 27.9021s] 19/11/23 21:40:41| INFO mulis_sld finished [took 100.4251s] 19/11/23 21:40:42| INFO binne_sld finished [took 105.0386s] 19/11/23 21:40:42| INFO mulne_sld finished [took 100.8476s] 19/11/23 21:40:42| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 117.5148s] 19/11/23 21:40:42| INFO Dataset sample 0.70 of dataset imdb_9prevs started 19/11/23 21:42:08| INFO ref finished [took 62.0037s] 19/11/23 21:42:20| INFO atc_mc finished [took 70.1705s] 19/11/23 21:42:24| INFO binis_sld finished [took 82.8894s] 19/11/23 21:42:34| INFO mulis_sld finished [took 89.8038s] 19/11/23 21:42:35| INFO mulmc_sld finished [took 97.9076s] 19/11/23 21:42:36| INFO binne_sld finished [took 100.0978s] 19/11/23 21:42:36| INFO doc finished [took 24.9222s] 19/11/23 21:42:37| INFO binc_sld finished [took 109.6589s] 19/11/23 21:42:39| INFO mulc_sld finished [took 103.9596s] 19/11/23 21:42:39| INFO binmc_sld finished [took 105.3642s] 19/11/23 21:42:40| INFO mulne_sld finished [took 100.2645s] 19/11/23 21:42:40| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 117.8442s] 19/11/23 21:42:40| INFO Dataset sample 0.80 of dataset imdb_9prevs started 19/11/23 21:44:03| INFO ref finished [took 56.9652s] 19/11/23 21:44:19| INFO mulc_sld finished [took 87.7781s] 19/11/23 21:44:20| INFO atc_mc finished [took 77.1959s] 19/11/23 21:44:20| INFO mulne_sld finished [took 83.1022s] 19/11/23 21:44:25| INFO mulis_sld finished [took 81.4471s] 19/11/23 21:44:28| INFO doc finished [took 19.7610s] 19/11/23 21:44:28| INFO mulmc_sld finished [took 95.2999s] 19/11/23 21:44:42| INFO binc_sld finished [took 114.8740s] 19/11/23 21:44:43| INFO binne_sld finished [took 107.2033s] 19/11/23 21:44:43| INFO binmc_sld finished [took 111.7488s] 19/11/23 21:44:44| INFO binis_sld finished [took 106.4660s] 19/11/23 21:44:44| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 123.9218s] 19/11/23 21:44:44| INFO Dataset sample 0.90 of dataset imdb_9prevs started 19/11/23 21:45:59| INFO ref finished [took 56.4238s] 19/11/23 21:46:03| INFO atc_mc finished [took 58.2518s] 19/11/23 21:46:12| INFO mulne_sld finished [took 76.2745s] 19/11/23 21:46:22| INFO doc finished [took 21.0804s] 19/11/23 21:46:22| INFO mulmc_sld finished [took 91.9655s] 19/11/23 21:46:23| INFO mulis_sld finished [took 81.0249s] 19/11/23 21:46:24| INFO mulc_sld finished [took 96.4227s] 19/11/23 21:46:25| INFO binc_sld finished [took 98.2682s] 19/11/23 21:46:25| INFO binis_sld finished [took 86.1151s] 19/11/23 21:46:29| INFO binmc_sld finished [took 99.3170s] 19/11/23 21:46:31| INFO binne_sld finished [took 98.4855s] 19/11/23 21:46:31| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 107.6487s] ---------------------------------------------------------------------------------------------------- 19/11/23 22:22:57| INFO dataset rcv1_CCAT_9prevs [pool size: 10] 19/11/23 22:23:03| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 19/11/23 22:25:15| INFO binc_sld finished [took 129.1322s] 19/11/23 22:25:39| INFO atc_mc finished [took 98.4149s] 19/11/23 22:25:40| INFO ref finished [took 106.3883s] 19/11/23 22:25:51| INFO mulc_sld finished [took 161.1160s] 19/11/23 22:26:01| INFO mulne_sld finished [took 147.4557s] 19/11/23 22:26:03| INFO binmc_sld finished [took 167.9854s] 19/11/23 22:26:05| INFO binne_sld finished [took 156.5914s] 19/11/23 22:26:06| INFO mulmc_sld finished [took 163.4848s] 19/11/23 22:26:10| INFO mulis_sld finished [took 141.5419s] 19/11/23 22:26:16| INFO binis_sld finished [took 155.6666s] 19/11/23 22:26:20| INFO doc finished [took 60.2922s] 19/11/23 22:26:20| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 197.0194s] 19/11/23 22:26:20| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 19/11/23 22:28:37| INFO mulc_sld finished [took 129.8622s] 19/11/23 22:28:54| INFO binne_sld finished [took 128.8514s] 19/11/23 22:29:15| INFO binc_sld finished [took 171.4765s] 19/11/23 22:29:22| INFO mulis_sld finished [took 130.4361s] 19/11/23 22:29:25| INFO mulmc_sld finished [took 165.4654s] 19/11/23 22:29:28| INFO binmc_sld finished [took 175.8247s] 19/11/23 22:29:30| INFO ref finished [took 131.0062s] 19/11/23 22:29:30| INFO atc_mc finished [took 124.2880s] 19/11/23 22:29:30| INFO binis_sld finished [took 147.6054s] 19/11/23 22:29:32| INFO mulne_sld finished [took 159.6505s] 19/11/23 22:29:51| INFO doc finished [took 69.3481s] 19/11/23 22:29:51| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 210.9860s] 19/11/23 22:29:51| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 19/11/23 22:32:12| INFO binmc_sld finished [took 129.4468s] 19/11/23 22:32:25| INFO mulc_sld finished [took 147.0219s] 19/11/23 22:32:50| INFO atc_mc finished [took 111.0961s] 19/11/23 22:32:52| INFO mulmc_sld finished [took 160.8192s] 19/11/23 22:32:55| INFO binc_sld finished [took 179.9674s] 19/11/23 22:32:59| INFO mulne_sld finished [took 150.9486s] 19/11/23 22:33:00| INFO ref finished [took 127.5009s] 19/11/23 22:33:05| INFO mulis_sld finished [took 141.6217s] 19/11/23 22:33:07| INFO binis_sld finished [took 152.4593s] 19/11/23 22:33:07| INFO binne_sld finished [took 166.1683s] 19/11/23 22:33:27| INFO doc finished [took 68.8522s] 19/11/23 22:33:27| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 216.4527s] 19/11/23 22:33:27| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 19/11/23 22:35:37| INFO mulc_sld finished [took 123.6475s] 19/11/23 22:35:37| INFO binc_sld finished [took 127.5072s] 19/11/23 22:36:19| INFO mulne_sld finished [took 142.2771s] 19/11/23 22:36:21| INFO mulis_sld finished [took 132.5661s] 19/11/23 22:36:25| INFO binmc_sld finished [took 168.5926s] 19/11/23 22:36:26| INFO ref finished [took 132.3914s] 19/11/23 22:36:31| INFO mulmc_sld finished [took 167.8198s] 19/11/23 22:36:32| INFO binne_sld finished [took 162.6281s] 19/11/23 22:36:35| INFO binis_sld finished [took 153.0444s] 19/11/23 22:36:36| INFO atc_mc finished [took 135.9492s] 19/11/23 22:36:42| INFO doc finished [took 61.4758s] 19/11/23 22:36:42| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 194.6943s] 19/11/23 22:36:42| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 19/11/23 22:38:58| INFO binc_sld finished [took 133.4451s] 19/11/23 22:39:10| INFO binne_sld finished [took 120.8179s] 19/11/23 22:39:41| INFO mulmc_sld finished [took 159.2727s] 19/11/23 22:39:42| INFO binmc_sld finished [took 167.6777s] 19/11/23 22:39:43| INFO mulne_sld finished [took 147.3838s] 19/11/23 22:39:45| INFO mulc_sld finished [took 175.9019s] 19/11/23 22:39:54| INFO ref finished [took 134.9599s] 19/11/23 22:39:57| INFO binis_sld finished [took 153.5279s] 19/11/23 22:39:57| INFO mulis_sld finished [took 144.8783s] 19/11/23 22:39:57| INFO atc_mc finished [took 132.6237s] 19/11/23 22:40:06| INFO doc finished [took 62.4116s] 19/11/23 22:40:06| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 203.8055s] 19/11/23 22:40:06| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 19/11/23 22:42:20| INFO ref finished [took 80.2118s] 19/11/23 22:42:34| INFO binmc_sld finished [took 137.4630s] 19/11/23 22:42:54| INFO mulne_sld finished [took 135.8773s] 19/11/23 22:43:07| INFO binc_sld finished [took 177.8178s] 19/11/23 22:43:10| INFO mulmc_sld finished [took 167.2970s] 19/11/23 22:43:13| INFO mulis_sld finished [took 138.8627s] 19/11/23 22:43:14| INFO mulc_sld finished [took 181.4380s] 19/11/23 22:43:19| INFO binis_sld finished [took 153.7400s] 19/11/23 22:43:19| INFO atc_mc finished [took 132.1135s] 19/11/23 22:43:19| INFO binne_sld finished [took 170.9560s] 19/11/23 22:43:26| INFO doc finished [took 62.2554s] 19/11/23 22:43:26| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 200.3963s] 19/11/23 22:43:26| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 19/11/23 22:45:54| INFO mulne_sld finished [took 114.6190s] 19/11/23 22:45:57| INFO binne_sld finished [took 123.4212s] 19/11/23 22:46:22| INFO ref finished [took 119.4471s] 19/11/23 22:46:26| INFO binmc_sld finished [took 166.6077s] 19/11/23 22:46:32| INFO atc_mc finished [took 121.5630s] 19/11/23 22:46:33| INFO mulc_sld finished [took 178.6990s] 19/11/23 22:46:34| INFO binc_sld finished [took 184.6601s] 19/11/23 22:46:35| INFO mulmc_sld finished [took 168.5104s] 19/11/23 22:46:44| INFO binis_sld finished [took 156.3966s] 19/11/23 22:46:48| INFO mulis_sld finished [took 152.3326s] 19/11/23 22:47:02| INFO doc finished [took 62.5640s] 19/11/23 22:47:02| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 215.9087s] 19/11/23 22:47:02| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 19/11/23 22:49:27| INFO binc_sld finished [took 141.5216s] 19/11/23 22:49:48| INFO mulmc_sld finished [took 147.1459s] 19/11/23 22:49:49| INFO binmc_sld finished [took 155.2035s] 19/11/23 22:49:51| INFO ref finished [took 111.7958s] 19/11/23 22:50:09| INFO mulc_sld finished [took 180.2681s] 19/11/23 22:50:10| INFO mulne_sld finished [took 151.9164s] 19/11/23 22:50:15| INFO mulis_sld finished [took 141.5046s] 19/11/23 22:50:16| INFO atc_mc finished [took 129.3113s] 19/11/23 22:50:20| INFO binne_sld finished [took 171.1039s] 19/11/23 22:50:22| INFO binis_sld finished [took 155.6246s] 19/11/23 22:50:40| INFO doc finished [took 66.7235s] 19/11/23 22:50:40| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 217.9236s] 19/11/23 22:50:40| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 19/11/23 22:53:02| INFO atc_mc finished [took 82.0527s] 19/11/23 22:53:31| INFO mulc_sld finished [took 163.7655s] 19/11/23 22:53:33| INFO mulmc_sld finished [took 154.1738s] 19/11/23 22:53:34| INFO binis_sld finished [took 135.3414s] 19/11/23 22:53:42| INFO binc_sld finished [took 178.5202s] 19/11/23 22:53:42| INFO ref finished [took 129.0759s] 19/11/23 22:53:45| INFO mulne_sld finished [took 153.0960s] 19/11/23 22:53:49| INFO mulis_sld finished [took 142.1736s] 19/11/23 22:53:51| INFO binne_sld finished [took 166.5534s] 19/11/23 22:54:04| INFO binmc_sld finished [took 191.9529s] 19/11/23 22:54:10| INFO doc finished [took 62.3344s] 19/11/23 22:54:10| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 209.5554s] ---------------------------------------------------------------------------------------------------- 19/11/23 22:54:10| INFO dataset imdb_9prevs [pool size: 10] 19/11/23 22:54:19| INFO Dataset sample 0.10 of dataset imdb_9prevs started 19/11/23 22:55:28| INFO ref finished [took 46.9804s] 19/11/23 22:55:41| INFO atc_mc finished [took 61.9001s] 19/11/23 22:55:45| INFO mulne_sld finished [took 72.7345s] 19/11/23 22:55:50| INFO mulc_sld finished [took 87.0696s] 19/11/23 22:55:52| INFO mulis_sld finished [took 72.9158s] 19/11/23 22:55:53| INFO mulmc_sld finished [took 84.5306s] 19/11/23 22:55:58| INFO doc finished [took 26.5312s] 19/11/23 22:56:11| INFO binmc_sld finished [took 105.9322s] 19/11/23 22:56:13| INFO binis_sld finished [took 98.1745s] 19/11/23 22:56:13| INFO binc_sld finished [took 112.1304s] 19/11/23 22:56:16| INFO binne_sld finished [took 104.6899s] 19/11/23 22:56:16| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 116.4671s] 19/11/23 22:56:16| INFO Dataset sample 0.20 of dataset imdb_9prevs started 19/11/23 22:57:32| INFO ref finished [took 57.2237s] 19/11/23 22:57:49| INFO atc_mc finished [took 70.2037s] 19/11/23 22:57:49| INFO mulis_sld finished [took 73.1319s] 19/11/23 22:57:50| INFO mulc_sld finished [took 88.8184s] 19/11/23 22:57:52| INFO mulmc_sld finished [took 86.8438s] 19/11/23 22:57:56| INFO mulne_sld finished [took 83.8710s] 19/11/23 22:58:00| INFO doc finished [took 24.8736s] 19/11/23 22:58:09| INFO binc_sld finished [took 112.3926s] 19/11/23 22:58:14| INFO binis_sld finished [took 103.0163s] 19/11/23 22:58:15| INFO binmc_sld finished [took 110.9999s] 19/11/23 22:58:19| INFO binne_sld finished [took 109.0081s] 19/11/23 22:58:19| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 123.6155s] 19/11/23 22:58:19| INFO Dataset sample 0.30 of dataset imdb_9prevs started 19/11/23 22:59:53| INFO ref finished [took 61.5740s] 19/11/23 23:00:09| INFO atc_mc finished [took 77.6175s] 19/11/23 23:00:17| INFO mulc_sld finished [took 100.0119s] 19/11/23 23:00:19| INFO binc_sld finished [took 107.8103s] 19/11/23 23:00:20| INFO binis_sld finished [took 95.0204s] 19/11/23 23:00:20| INFO mulne_sld finished [took 93.2351s] 19/11/23 23:00:22| INFO mulmc_sld finished [took 100.3697s] 19/11/23 23:00:25| INFO mulis_sld finished [took 95.2971s] 19/11/23 23:00:25| INFO doc finished [took 28.5834s] 19/11/23 23:00:26| INFO binne_sld finished [took 101.1262s] 19/11/23 23:00:28| INFO binmc_sld finished [took 115.3334s] 19/11/23 23:00:28| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 128.8446s] 19/11/23 23:00:28| INFO Dataset sample 0.40 of dataset imdb_9prevs started 19/11/23 23:01:53| INFO ref finished [took 60.4760s] 19/11/23 23:02:04| INFO atc_mc finished [took 71.8869s] 19/11/23 23:02:19| INFO mulis_sld finished [took 90.2395s] 19/11/23 23:02:21| INFO mulc_sld finished [took 108.2449s] 19/11/23 23:02:23| INFO binis_sld finished [took 95.0622s] 19/11/23 23:02:24| INFO binne_sld finished [took 99.2611s] 19/11/23 23:02:24| INFO mulmc_sld finished [took 106.0399s] 19/11/23 23:02:24| INFO mulne_sld finished [took 99.0354s] 19/11/23 23:02:26| INFO doc finished [took 29.3026s] 19/11/23 23:02:26| INFO binc_sld finished [took 116.4437s] 19/11/23 23:02:27| INFO binmc_sld finished [took 108.0432s] 19/11/23 23:02:27| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 118.3864s] 19/11/23 23:02:27| INFO Dataset sample 0.50 of dataset imdb_9prevs started 19/11/23 23:03:52| INFO ref finished [took 60.8795s] 19/11/23 23:04:06| INFO binis_sld finished [took 81.4686s] 19/11/23 23:04:07| INFO atc_mc finished [took 73.0083s] 19/11/23 23:04:17| INFO mulmc_sld finished [took 96.3114s] 19/11/23 23:04:18| INFO binmc_sld finished [took 104.2316s] 19/11/23 23:04:19| INFO mulc_sld finished [took 107.5050s] 19/11/23 23:04:19| INFO binne_sld finished [took 95.8847s] 19/11/23 23:04:20| INFO doc finished [took 24.7194s] 19/11/23 23:04:21| INFO binc_sld finished [took 112.2507s] 19/11/23 23:04:23| INFO mulis_sld finished [took 95.8690s] 19/11/23 23:04:26| INFO mulne_sld finished [took 103.7635s] 19/11/23 23:04:26| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 118.9811s] 19/11/23 23:04:26| INFO Dataset sample 0.60 of dataset imdb_9prevs started 19/11/23 23:05:50| INFO ref finished [took 66.7228s] 19/11/23 23:06:07| INFO atc_mc finished [took 78.5639s] 19/11/23 23:06:12| INFO binc_sld finished [took 103.0124s] 19/11/23 23:06:12| INFO mulmc_sld finished [took 98.8226s] 19/11/23 23:06:12| INFO binmc_sld finished [took 99.6795s] 19/11/23 23:06:16| INFO mulne_sld finished [took 94.8316s] 19/11/23 23:06:18| INFO mulc_sld finished [took 106.9441s] 19/11/23 23:06:20| INFO mulis_sld finished [took 95.7056s] 19/11/23 23:06:21| INFO doc finished [took 27.4370s] 19/11/23 23:06:21| INFO binis_sld finished [took 99.2212s] 19/11/23 23:06:22| INFO binne_sld finished [took 104.7916s] 19/11/23 23:06:22| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 116.3248s] 19/11/23 23:06:22| INFO Dataset sample 0.70 of dataset imdb_9prevs started 19/11/23 23:07:49| INFO ref finished [took 61.2439s] 19/11/23 23:08:07| INFO atc_mc finished [took 78.4871s] 19/11/23 23:08:12| INFO mulmc_sld finished [took 95.7838s] 19/11/23 23:08:14| INFO binc_sld finished [took 105.1094s] 19/11/23 23:08:15| INFO binmc_sld finished [took 101.9622s] 19/11/23 23:08:16| INFO binne_sld finished [took 98.3134s] 19/11/23 23:08:19| INFO mulne_sld finished [took 98.5874s] 19/11/23 23:08:19| INFO mulis_sld finished [took 95.9173s] 19/11/23 23:08:20| INFO mulc_sld finished [took 106.4076s] 19/11/23 23:08:22| INFO doc finished [took 27.9406s] 19/11/23 23:08:22| INFO binis_sld finished [took 101.3010s] 19/11/23 23:08:22| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 120.2287s] 19/11/23 23:08:22| INFO Dataset sample 0.80 of dataset imdb_9prevs started 19/11/23 23:09:46| INFO ref finished [took 59.6838s] 19/11/23 23:09:58| INFO atc_mc finished [took 68.4955s] 19/11/23 23:10:00| INFO mulis_sld finished [took 75.1638s] 19/11/23 23:10:02| INFO mulmc_sld finished [took 87.7392s] 19/11/23 23:10:06| INFO mulc_sld finished [took 99.1328s] 19/11/23 23:10:11| INFO mulne_sld finished [took 93.5493s] 19/11/23 23:10:12| INFO doc finished [took 22.3197s] 19/11/23 23:10:22| INFO binis_sld finished [took 99.4647s] 19/11/23 23:10:24| INFO binne_sld finished [took 106.7105s] 19/11/23 23:10:25| INFO binmc_sld finished [took 111.7183s] 19/11/23 23:10:25| INFO binc_sld finished [took 117.3806s] 19/11/23 23:10:25| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 122.8229s] 19/11/23 23:10:25| INFO Dataset sample 0.90 of dataset imdb_9prevs started 19/11/23 23:11:37| INFO ref finished [took 55.0879s] 19/11/23 23:11:52| INFO atc_mc finished [took 66.6902s] 19/11/23 23:11:54| INFO mulc_sld finished [took 85.7354s] 19/11/23 23:11:58| INFO mulmc_sld finished [took 85.9595s] 19/11/23 23:12:00| INFO mulne_sld finished [took 83.5054s] 19/11/23 23:12:01| INFO mulis_sld finished [took 79.2799s] 19/11/23 23:12:06| INFO binc_sld finished [took 99.4952s] 19/11/23 23:12:06| INFO doc finished [took 26.9284s] 19/11/23 23:12:08| INFO binne_sld finished [took 90.9896s] 19/11/23 23:12:10| INFO binis_sld finished [took 90.4562s] 19/11/23 23:12:10| INFO binmc_sld finished [took 99.9007s] 19/11/23 23:12:10| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 104.9534s] ---------------------------------------------------------------------------------------------------- 19/11/23 23:47:46| INFO dataset imdb_9prevs [pool size: 10] 19/11/23 23:47:55| INFO Dataset sample 0.10 of dataset imdb_9prevs started 19/11/23 23:49:17| INFO mulc_sld finished [took 77.1186s] 19/11/23 23:49:29| INFO mulmc_sld finished [took 84.8406s] 19/11/23 23:49:34| INFO mulne_sld finished [took 84.9156s] 19/11/23 23:49:38| INFO mulis_sld finished [took 85.5753s] 19/11/23 23:49:54| INFO ref finished [took 33.7639s] 19/11/23 23:49:55| INFO doc finished [took 17.9744s] 19/11/23 23:49:59| INFO binmc_sld finished [took 117.8313s] 19/11/23 23:50:00| INFO atc_mc finished [took 28.8205s] 19/11/23 23:50:01| INFO multh_sld finished [took 106.2922s] 19/11/23 23:50:03| INFO binis_sld finished [took 112.4914s] 19/11/23 23:50:09| INFO binne_sld finished [took 124.3668s] 19/11/23 23:50:09| INFO binc_sld finished [took 131.8185s] 19/11/23 23:50:21| INFO binth_sld finished [took 128.1427s] 19/11/23 23:50:21| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 145.9791s] 19/11/23 23:50:21| INFO Dataset sample 0.20 of dataset imdb_9prevs started 19/11/23 23:51:51| INFO mulne_sld finished [took 73.1685s] 19/11/23 23:52:10| INFO mulc_sld finished [took 105.4723s] 19/11/23 23:52:14| INFO mulis_sld finished [took 92.1616s] 19/11/23 23:52:15| INFO mulmc_sld finished [took 104.7287s] 19/11/23 23:52:30| INFO ref finished [took 34.3636s] 19/11/23 23:52:37| INFO multh_sld finished [took 112.8385s] 19/11/23 23:52:37| INFO binc_sld finished [took 134.4139s] 19/11/23 23:52:40| INFO doc finished [took 22.2769s] 19/11/23 23:52:40| INFO binne_sld finished [took 124.8772s] 19/11/23 23:52:41| INFO atc_mc finished [took 28.1045s] 19/11/23 23:52:41| INFO binmc_sld finished [took 133.3348s] 19/11/23 23:52:43| INFO binth_sld finished [took 120.7157s] 19/11/23 23:52:43| INFO binis_sld finished [took 123.2648s] 19/11/23 23:52:43| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 142.3722s] 19/11/23 23:52:43| INFO Dataset sample 0.30 of dataset imdb_9prevs started 19/11/23 23:54:39| INFO mulis_sld finished [took 85.3745s] 19/11/23 23:54:46| INFO mulne_sld finished [took 96.5414s] 19/11/23 23:54:56| INFO mulc_sld finished [took 119.1146s] 19/11/23 23:55:04| INFO mulmc_sld finished [took 120.0640s] 19/11/23 23:55:07| INFO binis_sld finished [took 117.0343s] 19/11/23 23:55:09| INFO binmc_sld finished [took 127.4916s] 19/11/23 23:55:11| INFO binne_sld finished [took 124.5021s] 19/11/23 23:55:12| INFO binc_sld finished [took 135.3054s] 19/11/23 23:55:15| INFO ref finished [took 32.0290s] 19/11/23 23:55:18| INFO binth_sld finished [took 125.7843s] 19/11/23 23:55:19| INFO atc_mc finished [took 28.4154s] 19/11/23 23:55:19| INFO doc finished [took 18.6400s] 19/11/23 23:55:22| INFO multh_sld finished [took 128.1573s] 19/11/23 23:55:22| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 158.1832s] 19/11/23 23:55:22| INFO Dataset sample 0.40 of dataset imdb_9prevs started 19/11/23 23:57:15| INFO binmc_sld finished [took 108.0346s] 19/11/23 23:57:27| INFO binne_sld finished [took 109.1117s] 19/11/23 23:57:29| INFO mulmc_sld finished [took 115.6784s] 19/11/23 23:57:33| INFO binis_sld finished [took 114.6253s] 19/11/23 23:57:35| INFO mulis_sld finished [took 113.4259s] 19/11/23 23:57:36| INFO mulc_sld finished [took 124.3687s] 19/11/23 23:57:36| INFO multh_sld finished [took 110.0439s] 19/11/23 23:57:37| INFO binc_sld finished [took 130.7531s] 19/11/23 23:57:38| INFO mulne_sld finished [took 119.5803s] 19/11/23 23:57:43| INFO binth_sld finished [took 120.8479s] 19/11/23 23:57:45| INFO ref finished [took 27.3554s] 19/11/23 23:57:50| INFO doc finished [took 16.8253s] 19/11/23 23:57:56| INFO atc_mc finished [took 25.0577s] 19/11/23 23:57:56| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 154.0327s] 19/11/23 23:57:56| INFO Dataset sample 0.50 of dataset imdb_9prevs started 19/11/23 23:59:43| INFO binis_sld finished [took 87.7775s] 20/11/23 00:00:00| INFO mulc_sld finished [took 114.9223s] 20/11/23 00:00:04| INFO mulne_sld finished [took 111.4329s] 20/11/23 00:00:06| INFO binmc_sld finished [took 120.7173s] 20/11/23 00:00:07| INFO binc_sld finished [took 124.1436s] 20/11/23 00:00:09| INFO mulis_sld finished [took 114.4707s] 20/11/23 00:00:09| INFO binne_sld finished [took 118.8186s] 20/11/23 00:00:10| INFO mulmc_sld finished [took 122.9113s] 20/11/23 00:00:11| INFO multh_sld finished [took 112.3996s] 20/11/23 00:00:15| INFO ref finished [took 29.4460s] 20/11/23 00:00:22| INFO binth_sld finished [took 127.5721s] 20/11/23 00:00:24| INFO doc finished [took 15.9499s] 20/11/23 00:00:29| INFO atc_mc finished [took 25.9191s] 20/11/23 00:00:29| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 153.4151s] 20/11/23 00:00:29| INFO Dataset sample 0.60 of dataset imdb_9prevs started 20/11/23 00:02:13| INFO mulis_sld finished [took 87.7033s] 20/11/23 00:02:29| INFO mulmc_sld finished [took 110.5281s] 20/11/23 00:02:33| INFO mulne_sld finished [took 108.3609s] 20/11/23 00:02:37| INFO mulc_sld finished [took 121.5028s] 20/11/23 00:02:38| INFO binmc_sld finished [took 121.7889s] 20/11/23 00:02:38| INFO binis_sld finished [took 114.3734s] 20/11/23 00:02:39| INFO binc_sld finished [took 124.3830s] 20/11/23 00:02:40| INFO binne_sld finished [took 117.6827s] 20/11/23 00:02:43| INFO multh_sld finished [took 113.4091s] 20/11/23 00:02:45| INFO ref finished [took 29.3824s] 20/11/23 00:02:53| INFO doc finished [took 17.7077s] 20/11/23 00:02:56| INFO binth_sld finished [took 127.2292s] 20/11/23 00:02:57| INFO atc_mc finished [took 25.6247s] 20/11/23 00:02:57| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 148.0209s] 20/11/23 00:02:57| INFO Dataset sample 0.70 of dataset imdb_9prevs started 20/11/23 00:04:46| INFO binne_sld finished [took 91.2360s] 20/11/23 00:04:47| INFO binmc_sld finished [took 98.1656s] 20/11/23 00:05:00| INFO mulmc_sld finished [took 112.1577s] 20/11/23 00:05:06| INFO mulis_sld finished [took 107.0201s] 20/11/23 00:05:08| INFO mulc_sld finished [took 119.4217s] 20/11/23 00:05:10| INFO mulne_sld finished [took 114.7518s] 20/11/23 00:05:10| INFO binc_sld finished [took 125.1301s] 20/11/23 00:05:10| INFO binis_sld finished [took 114.0487s] 20/11/23 00:05:18| INFO ref finished [took 28.1777s] 20/11/23 00:05:24| INFO multh_sld finished [took 121.1092s] 20/11/23 00:05:24| INFO doc finished [took 18.6540s] 20/11/23 00:05:25| INFO atc_mc finished [took 33.9978s] 20/11/23 00:05:30| INFO binth_sld finished [took 129.8220s] 20/11/23 00:05:30| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 152.9090s] 20/11/23 00:05:30| INFO Dataset sample 0.80 of dataset imdb_9prevs started 20/11/23 00:07:26| INFO mulis_sld finished [took 95.8945s] 20/11/23 00:07:26| INFO mulc_sld finished [took 107.9725s] 20/11/23 00:07:26| INFO mulmc_sld finished [took 103.4727s] 20/11/23 00:07:33| INFO mulne_sld finished [took 106.0428s] 20/11/23 00:07:40| INFO multh_sld finished [took 105.2495s] 20/11/23 00:07:49| INFO binc_sld finished [took 130.9854s] 20/11/23 00:07:51| INFO doc finished [took 18.2320s] 20/11/23 00:07:56| INFO binmc_sld finished [took 137.6670s] 20/11/23 00:07:56| INFO binis_sld finished [took 126.8932s] 20/11/23 00:07:56| INFO binne_sld finished [took 130.6219s] 20/11/23 00:07:57| INFO ref finished [took 25.3001s] 20/11/23 00:07:58| INFO atc_mc finished [took 26.1779s] 20/11/23 00:08:08| INFO binth_sld finished [took 135.7807s] 20/11/23 00:08:08| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 158.0681s] 20/11/23 00:08:08| INFO Dataset sample 0.90 of dataset imdb_9prevs started 20/11/23 00:09:40| INFO mulc_sld finished [took 88.4792s] 20/11/23 00:09:54| INFO mulis_sld finished [took 89.9269s] 20/11/23 00:09:54| INFO mulne_sld finished [took 92.4793s] 20/11/23 00:09:57| INFO binis_sld finished [took 95.2158s] 20/11/23 00:10:03| INFO mulmc_sld finished [took 106.9438s] 20/11/23 00:10:08| INFO binmc_sld finished [took 113.7009s] 20/11/23 00:10:09| INFO binne_sld finished [took 111.6477s] 20/11/23 00:10:10| INFO ref finished [took 26.5953s] 20/11/23 00:10:11| INFO binc_sld finished [took 122.0284s] 20/11/23 00:10:19| INFO doc finished [took 21.6962s] 20/11/23 00:10:19| INFO binth_sld finished [took 113.8488s] 20/11/23 00:10:25| INFO atc_mc finished [took 27.5175s] 20/11/23 00:10:28| INFO multh_sld finished [took 120.4739s] 20/11/23 00:10:28| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 139.4509s] ---------------------------------------------------------------------------------------------------- 20/11/23 00:10:28| INFO dataset rcv1_CCAT_9prevs [pool size: 10] 20/11/23 00:10:33| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 20/11/23 00:13:00| INFO mulne_sld finished [took 115.9090s] 20/11/23 00:13:28| INFO mulis_sld finished [took 130.6915s] 20/11/23 00:13:29| INFO mulc_sld finished [took 169.1016s] 20/11/23 00:13:35| INFO binc_sld finished [took 178.2322s] 20/11/23 00:13:43| INFO mulmc_sld finished [took 172.1262s] 20/11/23 00:13:55| INFO binmc_sld finished [took 189.7102s] 20/11/23 00:13:58| INFO binis_sld finished [took 170.2299s] 20/11/23 00:14:01| INFO binne_sld finished [took 183.9803s] 20/11/23 00:14:13| INFO binth_sld finished [took 168.8181s] 20/11/23 00:14:18| INFO multh_sld finished [took 164.6564s] 20/11/23 00:14:23| INFO ref finished [took 77.6156s] 20/11/23 00:14:27| INFO doc finished [took 49.2759s] 20/11/23 00:14:41| INFO atc_mc finished [took 67.6615s] 20/11/23 00:14:41| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 247.6575s] 20/11/23 00:14:41| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started ---------------------------------------------------------------------------------------------------- 20/11/23 00:16:35| INFO dataset imdb_9prevs [pool size: 10] 20/11/23 00:16:44| INFO Dataset sample 0.10 of dataset imdb_9prevs started 20/11/23 00:18:04| INFO mulne_sld finished [took 67.8666s] 20/11/23 00:18:21| INFO mulis_sld finished [took 79.5200s] 20/11/23 00:18:24| INFO mulc_sld finished [took 95.6359s] 20/11/23 00:18:25| INFO mulmc_sld finished [took 92.8795s] 20/11/23 00:18:35| INFO ref finished [took 28.1695s] 20/11/23 00:18:39| INFO binne_sld finished [took 103.3917s] 20/11/23 00:18:45| INFO binc_sld finished [took 118.8490s] 20/11/23 00:18:47| INFO doc finished [took 21.0948s] 20/11/23 00:18:50| INFO binmc_sld finished [took 119.1852s] 20/11/23 00:18:50| INFO multh_sld finished [took 104.8563s] 20/11/23 00:18:54| INFO atc_mc finished [took 31.0417s] 20/11/23 00:18:57| INFO binis_sld finished [took 116.9421s] 20/11/23 00:19:07| INFO binth_sld finished [took 121.8840s] 20/11/23 00:19:07| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 142.6238s] 20/11/23 00:19:07| INFO Dataset sample 0.20 of dataset imdb_9prevs started 20/11/23 00:20:38| INFO mulis_sld finished [took 71.8778s] 20/11/23 00:20:53| INFO mulne_sld finished [took 91.4618s] 20/11/23 00:20:53| INFO mulc_sld finished [took 100.2949s] 20/11/23 00:20:57| INFO mulmc_sld finished [took 99.2726s] 20/11/23 00:21:06| INFO ref finished [took 25.5743s] 20/11/23 00:21:12| INFO binc_sld finished [took 124.0126s] 20/11/23 00:21:18| INFO doc finished [took 21.6927s] 20/11/23 00:21:20| INFO atc_mc finished [took 25.8157s] 20/11/23 00:21:21| INFO multh_sld finished [took 111.4124s] 20/11/23 00:21:23| INFO binis_sld finished [took 119.4967s] 20/11/23 00:21:24| INFO binth_sld finished [took 114.5841s] 20/11/23 00:21:25| INFO binne_sld finished [took 126.8722s] 20/11/23 00:21:26| INFO binmc_sld finished [took 130.5365s] 20/11/23 00:21:26| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 139.4605s] 20/11/23 00:21:26| INFO Dataset sample 0.30 of dataset imdb_9prevs started 20/11/23 00:23:21| INFO binis_sld finished [took 88.3050s] 20/11/23 00:23:32| INFO mulis_sld finished [took 98.5505s] 20/11/23 00:23:36| INFO binmc_sld finished [took 112.1300s] 20/11/23 00:23:41| INFO mulc_sld finished [took 120.2860s] 20/11/23 00:23:46| INFO mulmc_sld finished [took 119.2722s] 20/11/23 00:23:48| INFO mulne_sld finished [took 114.0928s] 20/11/23 00:23:50| INFO binne_sld finished [took 121.2680s] 20/11/23 00:23:51| INFO binc_sld finished [took 131.6295s] 20/11/23 00:23:55| INFO ref finished [took 28.8743s] 20/11/23 00:23:59| INFO doc finished [took 17.8519s] 20/11/23 00:24:00| INFO multh_sld finished [took 122.4953s] 20/11/23 00:24:01| INFO binth_sld finished [took 125.1196s] 20/11/23 00:24:04| INFO atc_mc finished [took 27.7814s] 20/11/23 00:24:04| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 157.3641s] 20/11/23 00:24:04| INFO Dataset sample 0.40 of dataset imdb_9prevs started 20/11/23 00:25:52| INFO mulmc_sld finished [took 94.8594s] 20/11/23 00:25:55| INFO binne_sld finished [took 96.0832s] 20/11/23 00:26:07| INFO binc_sld finished [took 120.0740s] 20/11/23 00:26:13| INFO binis_sld finished [took 108.8858s] 20/11/23 00:26:13| INFO binmc_sld finished [took 120.3565s] 20/11/23 00:26:14| INFO mulne_sld finished [took 113.6228s] 20/11/23 00:26:14| INFO mulis_sld finished [took 109.4478s] 20/11/23 00:26:15| INFO mulc_sld finished [took 125.2912s] 20/11/23 00:26:22| INFO ref finished [took 28.3411s] 20/11/23 00:26:25| INFO binth_sld finished [took 117.7595s] 20/11/23 00:26:28| INFO doc finished [took 18.0926s] 20/11/23 00:26:28| INFO multh_sld finished [took 119.1539s] 20/11/23 00:26:30| INFO atc_mc finished [took 32.3410s] 20/11/23 00:26:30| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 145.9857s] 20/11/23 00:26:30| INFO Dataset sample 0.50 of dataset imdb_9prevs started 20/11/23 00:28:19| INFO mulmc_sld finished [took 98.9164s] 20/11/23 00:28:29| INFO mulne_sld finished [took 102.6961s] 20/11/23 00:28:36| INFO mulis_sld finished [took 104.2779s] 20/11/23 00:28:37| INFO binis_sld finished [took 107.9621s] 20/11/23 00:28:40| INFO binc_sld finished [took 126.4940s] 20/11/23 00:28:41| INFO binmc_sld finished [took 120.6530s] 20/11/23 00:28:43| INFO binne_sld finished [took 118.1814s] 20/11/23 00:28:44| INFO mulc_sld finished [took 124.5656s] 20/11/23 00:28:50| INFO ref finished [took 28.6919s] 20/11/23 00:28:50| INFO binth_sld finished [took 117.6468s] 20/11/23 00:28:57| INFO doc finished [took 17.8859s] 20/11/23 00:28:57| INFO multh_sld finished [took 123.5543s] 20/11/23 00:29:00| INFO atc_mc finished [took 27.9567s] 20/11/23 00:29:00| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 150.6545s] 20/11/23 00:29:00| INFO Dataset sample 0.60 of dataset imdb_9prevs started 20/11/23 00:30:44| INFO mulmc_sld finished [took 93.1591s] 20/11/23 00:30:47| INFO binis_sld finished [took 90.9832s] 20/11/23 00:31:04| INFO binne_sld finished [took 112.2835s] 20/11/23 00:31:09| INFO mulis_sld finished [took 111.5634s] 20/11/23 00:31:09| INFO mulc_sld finished [took 121.6244s] 20/11/23 00:31:09| INFO binmc_sld finished [took 121.0926s] 20/11/23 00:31:11| INFO mulne_sld finished [took 116.9556s] 20/11/23 00:31:11| INFO ref finished [took 24.0822s] 20/11/23 00:31:11| INFO binc_sld finished [took 125.7891s] 20/11/23 00:31:24| INFO atc_mc finished [took 33.6418s] 20/11/23 00:31:25| INFO doc finished [took 16.9497s] 20/11/23 00:31:25| INFO multh_sld finished [took 127.4382s] 20/11/23 00:31:28| INFO binth_sld finished [took 130.0088s] 20/11/23 00:31:28| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 147.9774s] 20/11/23 00:31:28| INFO Dataset sample 0.70 of dataset imdb_9prevs started 20/11/23 00:33:16| INFO mulne_sld finished [took 90.7284s] 20/11/23 00:33:29| INFO binis_sld finished [took 100.6865s] 20/11/23 00:33:31| INFO mulc_sld finished [took 113.6801s] 20/11/23 00:33:35| INFO mulmc_sld finished [took 112.2128s] 20/11/23 00:33:37| INFO mulis_sld finished [took 105.2554s] 20/11/23 00:33:39| INFO binc_sld finished [took 125.4343s] 20/11/23 00:33:42| INFO binmc_sld finished [took 121.8835s] 20/11/23 00:33:43| INFO binne_sld finished [took 115.0955s] 20/11/23 00:33:50| INFO ref finished [took 29.7580s] 20/11/23 00:33:53| INFO doc finished [took 17.5607s] 20/11/23 00:33:58| INFO multh_sld finished [took 124.8346s] 20/11/23 00:34:00| INFO atc_mc finished [took 26.1680s] 20/11/23 00:34:03| INFO binth_sld finished [took 132.1159s] 20/11/23 00:34:03| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 154.8471s] 20/11/23 00:34:03| INFO Dataset sample 0.80 of dataset imdb_9prevs started 20/11/23 00:35:43| INFO mulne_sld finished [took 81.2482s] 20/11/23 00:35:46| INFO mulmc_sld finished [took 89.7079s] 20/11/23 00:36:03| INFO mulc_sld finished [took 110.7065s] 20/11/23 00:36:03| INFO mulis_sld finished [took 99.1385s] 20/11/23 00:36:17| INFO ref finished [took 31.2432s] 20/11/23 00:36:17| INFO binne_sld finished [took 117.8703s] 20/11/23 00:36:21| INFO binc_sld finished [took 131.5421s] 20/11/23 00:36:26| INFO binis_sld finished [took 124.7673s] 20/11/23 00:36:28| INFO binmc_sld finished [took 133.7130s] 20/11/23 00:36:28| INFO doc finished [took 21.7416s] 20/11/23 00:36:29| INFO atc_mc finished [took 39.9990s] 20/11/23 00:36:35| INFO multh_sld finished [took 127.9219s] 20/11/23 00:36:59| INFO binth_sld finished [took 153.5796s] 20/11/23 00:36:59| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 176.0826s] 20/11/23 00:36:59| INFO Dataset sample 0.90 of dataset imdb_9prevs started 20/11/23 00:38:28| INFO mulc_sld finished [took 84.4039s] 20/11/23 00:38:45| INFO binc_sld finished [took 103.6141s] 20/11/23 00:38:45| INFO mulne_sld finished [took 95.0972s] 20/11/23 00:38:46| INFO mulis_sld finished [took 89.2126s] 20/11/23 00:38:53| INFO mulmc_sld finished [took 106.0765s] 20/11/23 00:38:56| INFO ref finished [took 25.6917s] 20/11/23 00:38:58| INFO binmc_sld finished [took 113.5090s] 20/11/23 00:38:59| INFO binne_sld finished [took 110.4619s] 20/11/23 00:39:03| INFO binis_sld finished [took 108.6786s] 20/11/23 00:39:08| INFO doc finished [took 19.1618s] 20/11/23 00:39:12| INFO binth_sld finished [took 114.0925s] 20/11/23 00:39:13| INFO atc_mc finished [took 24.5584s] 20/11/23 00:39:22| INFO multh_sld finished [took 123.1504s] 20/11/23 00:39:22| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 142.3060s] ---------------------------------------------------------------------------------------------------- 20/11/23 00:39:22| INFO dataset rcv1_CCAT_9prevs [pool size: 10] 20/11/23 00:39:27| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 20/11/23 00:42:00| INFO binis_sld finished [took 115.8321s] 20/11/23 00:42:20| INFO mulc_sld finished [took 165.0972s] 20/11/23 00:42:21| INFO binne_sld finished [took 150.8876s] 20/11/23 00:42:27| INFO mulne_sld finished [took 148.3110s] 20/11/23 00:42:33| INFO binc_sld finished [took 182.7215s] 20/11/23 00:42:35| INFO mulmc_sld finished [took 169.3688s] 20/11/23 00:42:36| INFO mulis_sld finished [took 144.8530s] 20/11/23 00:42:36| INFO binmc_sld finished [took 176.9001s] 20/11/23 00:43:11| INFO multh_sld finished [took 166.8749s] 20/11/23 00:43:11| INFO binth_sld finished [took 174.9993s] 20/11/23 00:43:14| INFO ref finished [took 69.1528s] 20/11/23 00:43:19| INFO doc finished [took 50.1686s] 20/11/23 00:43:34| INFO atc_mc finished [took 68.8207s] 20/11/23 00:43:34| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 246.8511s] 20/11/23 00:43:34| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 20/11/23 00:45:56| INFO binc_sld finished [took 138.3342s] 20/11/23 00:46:28| INFO mulc_sld finished [took 166.5719s] 20/11/23 00:46:42| INFO binis_sld finished [took 147.4464s] 20/11/23 00:46:45| INFO binmc_sld finished [took 177.7465s] 20/11/23 00:46:50| INFO mulmc_sld finished [took 176.2568s] 20/11/23 00:46:52| INFO mulis_sld finished [took 150.4631s] 20/11/23 00:46:54| INFO mulne_sld finished [took 166.0867s] 20/11/23 00:46:57| INFO binne_sld finished [took 177.4205s] 20/11/23 00:47:07| INFO binth_sld finished [took 158.3204s] 20/11/23 00:47:09| INFO multh_sld finished [took 150.4514s] 20/11/23 00:47:22| INFO ref finished [took 79.9712s] 20/11/23 00:47:35| INFO doc finished [took 47.7517s] 20/11/23 00:47:38| INFO atc_mc finished [took 64.7940s] 20/11/23 00:47:38| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 244.3089s] 20/11/23 00:47:38| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 20/11/23 00:50:20| INFO mulc_sld finished [took 153.7060s] 20/11/23 00:50:21| INFO mulmc_sld finished [took 142.5541s] 20/11/23 00:50:31| INFO binmc_sld finished [took 159.0150s] 20/11/23 00:50:44| INFO binc_sld finished [took 182.4063s] 20/11/23 00:50:49| INFO mulne_sld finished [took 156.5250s] 20/11/23 00:50:58| INFO binis_sld finished [took 157.3410s] 20/11/23 00:50:59| INFO binne_sld finished [took 173.3606s] 20/11/23 00:51:07| INFO mulis_sld finished [took 157.3841s] 20/11/23 00:51:31| INFO multh_sld finished [took 163.8059s] 20/11/23 00:51:32| INFO binth_sld finished [took 175.6358s] 20/11/23 00:51:39| INFO doc finished [took 62.2887s] 20/11/23 00:51:40| INFO atc_mc finished [took 67.3028s] 20/11/23 00:51:40| INFO ref finished [took 72.3112s] 20/11/23 00:51:40| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 241.7056s] 20/11/23 00:51:40| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 20/11/23 00:54:02| INFO mulc_sld finished [took 136.2334s] 20/11/23 00:54:30| INFO binc_sld finished [took 167.0914s] 20/11/23 00:54:41| INFO binmc_sld finished [took 170.3883s] 20/11/23 00:54:47| INFO binis_sld finished [took 150.8876s] 20/11/23 00:54:47| INFO multh_sld finished [took 127.9076s] 20/11/23 00:54:50| INFO mulmc_sld finished [took 172.7417s] 20/11/23 00:54:53| INFO mulne_sld finished [took 163.0143s] 20/11/23 00:54:57| INFO binne_sld finished [took 173.7130s] 20/11/23 00:54:58| INFO mulis_sld finished [took 153.8961s] 20/11/23 00:55:20| INFO binth_sld finished [took 168.5792s] 20/11/23 00:55:27| INFO ref finished [took 80.9751s] 20/11/23 00:55:36| INFO doc finished [took 50.9969s] 20/11/23 00:55:38| INFO atc_mc finished [took 62.6829s] 20/11/23 00:55:38| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 237.3475s] 20/11/23 00:55:38| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 20/11/23 00:58:06| INFO binmc_sld finished [took 136.2163s] 20/11/23 00:58:18| INFO mulis_sld finished [took 112.8919s] 20/11/23 00:58:44| INFO mulc_sld finished [took 178.8120s] 20/11/23 00:58:51| INFO binc_sld finished [took 190.1384s] 20/11/23 00:58:55| INFO binne_sld finished [took 170.7204s] 20/11/23 00:58:59| INFO mulmc_sld finished [took 180.5449s] 20/11/23 00:59:01| INFO mulne_sld finished [took 170.7581s] 20/11/23 00:59:04| INFO binis_sld finished [took 165.5500s] 20/11/23 00:59:28| INFO binth_sld finished [took 174.7886s] 20/11/23 00:59:31| INFO ref finished [took 78.3391s] 20/11/23 00:59:33| INFO multh_sld finished [took 171.3846s] 20/11/23 00:59:39| INFO atc_mc finished [took 74.9501s] 20/11/23 00:59:41| INFO doc finished [took 51.0407s] 20/11/23 00:59:41| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 243.3608s] 20/11/23 00:59:41| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 20/11/23 01:02:22| INFO binc_sld finished [took 158.3553s] 20/11/23 01:02:29| INFO binis_sld finished [took 128.7879s] 20/11/23 01:02:36| INFO binmc_sld finished [took 162.7023s] 20/11/23 01:02:55| INFO mulmc_sld finished [took 174.2432s] 20/11/23 01:02:59| INFO binne_sld finished [took 173.6352s] 20/11/23 01:02:59| INFO mulc_sld finished [took 191.3728s] 20/11/23 01:03:02| INFO mulne_sld finished [took 167.2250s] 20/11/23 01:03:06| INFO mulis_sld finished [took 156.1943s] 20/11/23 01:03:15| INFO binth_sld finished [took 160.8140s] 20/11/23 01:03:34| INFO multh_sld finished [took 171.1508s] 20/11/23 01:03:35| INFO ref finished [took 67.5114s] 20/11/23 01:03:40| INFO doc finished [took 59.5871s] 20/11/23 01:03:47| INFO atc_mc finished [took 72.1116s] 20/11/23 01:03:47| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 245.9251s] 20/11/23 01:03:47| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 20/11/23 01:06:33| INFO binis_sld finished [took 124.1732s] 20/11/23 01:06:53| INFO mulne_sld finished [took 152.3696s] 20/11/23 01:07:01| INFO binth_sld finished [took 137.6109s] 20/11/23 01:07:06| INFO binc_sld finished [took 196.0501s] 20/11/23 01:07:07| INFO mulc_sld finished [took 192.3448s] 20/11/23 01:07:10| INFO mulis_sld finished [took 153.5243s] 20/11/23 01:07:11| INFO mulmc_sld finished [took 184.4175s] 20/11/23 01:07:14| INFO binne_sld finished [took 180.4549s] 20/11/23 01:07:17| INFO binmc_sld finished [took 198.1009s] 20/11/23 01:07:47| INFO multh_sld finished [took 173.6609s] 20/11/23 01:07:51| INFO ref finished [took 71.9026s] 20/11/23 01:07:56| INFO doc finished [took 49.3206s] 20/11/23 01:08:03| INFO atc_mc finished [took 64.2225s] 20/11/23 01:08:03| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 255.8466s] 20/11/23 01:08:03| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 20/11/23 01:10:29| INFO mulmc_sld finished [took 127.2929s] 20/11/23 01:11:09| INFO mulne_sld finished [took 151.8645s] 20/11/23 01:11:11| INFO binmc_sld finished [took 175.6823s] 20/11/23 01:11:12| INFO mulc_sld finished [took 182.3750s] 20/11/23 01:11:32| INFO mulis_sld finished [took 161.0005s] 20/11/23 01:11:33| INFO binis_sld finished [took 170.1795s] 20/11/23 01:11:34| INFO binne_sld finished [took 185.0089s] 20/11/23 01:11:35| INFO binc_sld finished [took 208.2198s] 20/11/23 01:11:43| INFO multh_sld finished [took 155.4031s] 20/11/23 01:12:02| INFO ref finished [took 86.9709s] 20/11/23 01:12:12| INFO binth_sld finished [took 193.3740s] 20/11/23 01:12:13| INFO doc finished [took 52.0456s] 20/11/23 01:12:19| INFO atc_mc finished [took 61.7332s] 20/11/23 01:12:19| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 256.3892s] 20/11/23 01:12:19| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 20/11/23 01:14:44| INFO mulc_sld finished [took 138.3406s] 20/11/23 01:15:09| INFO mulmc_sld finished [took 150.5529s] 20/11/23 01:15:27| INFO binmc_sld finished [took 175.5407s] 20/11/23 01:15:28| INFO mulis_sld finished [took 141.2127s] 20/11/23 01:15:32| INFO binc_sld finished [took 190.1867s] 20/11/23 01:15:36| INFO mulne_sld finished [took 164.8945s] 20/11/23 01:15:52| INFO binis_sld finished [took 172.4844s] 20/11/23 01:15:53| INFO binne_sld finished [took 189.3600s] 20/11/23 01:16:02| INFO binth_sld finished [took 168.9177s] 20/11/23 01:16:10| INFO multh_sld finished [took 168.8257s] 20/11/23 01:16:17| INFO ref finished [took 87.2527s] 20/11/23 01:16:18| INFO atc_mc finished [took 63.9757s] 20/11/23 01:16:21| INFO doc finished [took 49.9187s] 20/11/23 01:16:21| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 242.3025s] ---------------------------------------------------------------------------------------------------- 20/11/23 02:12:36| INFO dataset imdb_9prevs [pool size: 10] 20/11/23 02:12:46| INFO Dataset sample 0.10 of dataset imdb_9prevs started 20/11/23 02:14:08| INFO mulis_sld finished [took 63.4053s] 20/11/23 02:14:12| INFO mulmc_sld finished [took 78.8953s] 20/11/23 02:14:23| INFO mulne_sld finished [took 84.9285s] 20/11/23 02:14:23| INFO multh_sld finished [took 77.3974s] ---------------------------------------------------------------------------------------------------- 20/11/23 02:15:00| INFO dataset imdb_9prevs [pool size: 10] 20/11/23 02:15:10| INFO Dataset sample 0.10 of dataset imdb_9prevs started 20/11/23 02:16:34| INFO multh_sld finished [took 62.5794s] 20/11/23 02:16:39| INFO mulmc_sld finished [took 82.9832s] 20/11/23 02:16:43| INFO mulc_sld finished [took 89.4444s] 20/11/23 02:16:47| INFO mulne_sld finished [took 84.4205s] 20/11/23 02:16:51| INFO mulis_sld finished [took 84.4776s] 20/11/23 02:16:59| INFO ref finished [took 23.2338s] 20/11/23 02:17:04| INFO doc finished [took 18.7454s] 20/11/23 02:17:10| INFO atc_mc finished [took 28.4913s] 20/11/23 02:17:16| INFO binne_sld finished [took 114.6062s] 20/11/23 02:17:19| INFO binmc_sld finished [took 123.2626s] 20/11/23 02:17:19| INFO binc_sld finished [took 127.0802s] 20/11/23 02:17:20| INFO binth_sld finished [took 110.8454s] 20/11/23 02:17:21| INFO binis_sld finished [took 115.6158s] 20/11/23 02:17:21| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 131.7450s] 20/11/23 02:17:21| INFO Dataset sample 0.20 of dataset imdb_9prevs started 20/11/23 02:18:51| INFO mulc_sld finished [took 85.2962s] 20/11/23 02:18:55| INFO mulis_sld finished [took 74.6400s] 20/11/23 02:19:06| INFO mulne_sld finished [took 90.6245s] 20/11/23 02:19:10| INFO mulmc_sld finished [took 97.3879s] 20/11/23 02:19:13| INFO multh_sld finished [took 88.2680s] 20/11/23 02:19:20| INFO ref finished [took 25.6168s] 20/11/23 02:19:30| INFO atc_mc finished [took 31.9016s] 20/11/23 02:19:31| INFO doc finished [took 22.2173s] 20/11/23 02:19:36| INFO binne_sld finished [took 120.6272s] 20/11/23 02:19:36| INFO binc_sld finished [took 132.0614s] 20/11/23 02:19:38| INFO binis_sld finished [took 120.2652s] 20/11/23 02:19:42| INFO binmc_sld finished [took 132.9301s] 20/11/23 02:19:44| INFO binth_sld finished [took 121.0989s] 20/11/23 02:19:44| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 142.4625s] 20/11/23 02:19:44| INFO Dataset sample 0.30 of dataset imdb_9prevs started 20/11/23 02:21:45| INFO binmc_sld finished [took 101.5670s] 20/11/23 02:21:49| INFO multh_sld finished [took 94.4380s] 20/11/23 02:22:00| INFO binc_sld finished [took 129.5249s] 20/11/23 02:22:01| INFO mulmc_sld finished [took 117.2280s] 20/11/23 02:22:07| INFO mulis_sld finished [took 114.9215s] 20/11/23 02:22:07| INFO mulne_sld finished [took 117.0881s] 20/11/23 02:22:07| INFO mulc_sld finished [took 128.6287s] 20/11/23 02:22:11| INFO binis_sld finished [took 120.9556s] 20/11/23 02:22:14| INFO binth_sld finished [took 119.2709s] 20/11/23 02:22:14| INFO binne_sld finished [took 130.7185s] 20/11/23 02:22:16| INFO ref finished [took 27.1156s] 20/11/23 02:22:22| INFO doc finished [took 15.8766s] 20/11/23 02:22:24| INFO atc_mc finished [took 30.1662s] 20/11/23 02:22:24| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 160.1677s] 20/11/23 02:22:24| INFO Dataset sample 0.40 of dataset imdb_9prevs started 20/11/23 02:24:13| INFO mulis_sld finished [took 87.9466s] 20/11/23 02:24:17| INFO multh_sld finished [took 90.9778s] 20/11/23 02:24:36| INFO binne_sld finished [took 117.5388s] 20/11/23 02:24:40| INFO mulc_sld finished [took 127.3694s] 20/11/23 02:24:40| INFO binis_sld finished [took 116.1724s] 20/11/23 02:24:40| INFO ref finished [took 24.2116s] 20/11/23 02:24:40| INFO binmc_sld finished [took 125.7952s] 20/11/23 02:24:40| INFO binc_sld finished [took 130.3068s] 20/11/23 02:24:40| INFO mulmc_sld finished [took 124.1817s] 20/11/23 02:24:40| INFO binth_sld finished [took 114.7026s] 20/11/23 02:24:42| INFO mulne_sld finished [took 121.7398s] 20/11/23 02:24:50| INFO atc_mc finished [took 30.2635s] 20/11/23 02:24:54| INFO doc finished [took 13.9604s] 20/11/23 02:24:54| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 149.7514s] 20/11/23 02:24:54| INFO Dataset sample 0.50 of dataset imdb_9prevs started 20/11/23 02:26:49| INFO binne_sld finished [took 98.3603s] 20/11/23 02:26:52| INFO mulis_sld finished [took 99.7340s] 20/11/23 02:27:04| INFO binis_sld finished [took 114.1072s] 20/11/23 02:27:06| INFO mulmc_sld finished [took 117.8740s] 20/11/23 02:27:07| INFO mulc_sld finished [took 123.9307s] 20/11/23 02:27:07| INFO binmc_sld finished [took 122.2066s] 20/11/23 02:27:08| INFO binc_sld finished [took 129.3348s] 20/11/23 02:27:08| INFO binth_sld finished [took 115.5407s] 20/11/23 02:27:11| INFO multh_sld finished [took 113.9073s] 20/11/23 02:27:12| INFO mulne_sld finished [took 120.2535s] 20/11/23 02:27:18| INFO ref finished [took 25.3635s] 20/11/23 02:27:23| INFO doc finished [took 15.6328s] 20/11/23 02:27:25| INFO atc_mc finished [took 29.9609s] 20/11/23 02:27:25| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 151.1912s] 20/11/23 02:27:25| INFO Dataset sample 0.60 of dataset imdb_9prevs started 20/11/23 02:29:16| INFO binth_sld finished [took 91.5954s] 20/11/23 02:29:26| INFO mulmc_sld finished [took 109.6059s] 20/11/23 02:29:31| INFO binmc_sld finished [took 118.7185s] 20/11/23 02:29:31| INFO mulne_sld finished [took 112.4777s] 20/11/23 02:29:32| INFO mulc_sld finished [took 121.3510s] 20/11/23 02:29:35| INFO binne_sld finished [took 117.0660s] 20/11/23 02:29:36| INFO mulis_sld finished [took 114.6797s] 20/11/23 02:29:36| INFO binc_sld finished [took 129.1132s] 20/11/23 02:29:38| INFO binis_sld finished [took 117.0051s] 20/11/23 02:29:38| INFO multh_sld finished [took 113.8046s] 20/11/23 02:29:45| INFO ref finished [took 26.5570s] 20/11/23 02:29:49| INFO doc finished [took 16.3554s] 20/11/23 02:29:55| INFO atc_mc finished [took 25.5716s] 20/11/23 02:29:55| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 149.5232s] 20/11/23 02:29:55| INFO Dataset sample 0.70 of dataset imdb_9prevs started 20/11/23 02:31:46| INFO binth_sld finished [took 88.5796s] 20/11/23 02:31:52| INFO binmc_sld finished [took 104.4955s] 20/11/23 02:32:02| INFO multh_sld finished [took 105.8779s] 20/11/23 02:32:05| INFO mulc_sld finished [took 121.5348s] 20/11/23 02:32:05| INFO mulmc_sld finished [took 112.7843s] 20/11/23 02:32:07| INFO mulis_sld finished [took 112.9650s] 20/11/23 02:32:10| INFO binc_sld finished [took 130.0205s] 20/11/23 02:32:10| INFO binis_sld finished [took 118.5606s] 20/11/23 02:32:11| INFO mulne_sld finished [took 118.1357s] 20/11/23 02:32:12| INFO binne_sld finished [took 120.2522s] 20/11/23 02:32:17| INFO ref finished [took 26.3437s] 20/11/23 02:32:22| INFO doc finished [took 16.6700s] 20/11/23 02:32:26| INFO atc_mc finished [took 30.5879s] 20/11/23 02:32:26| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 151.6189s] 20/11/23 02:32:26| INFO Dataset sample 0.80 of dataset imdb_9prevs started 20/11/23 02:34:25| INFO mulis_sld finished [took 99.3573s] 20/11/23 02:34:28| INFO mulne_sld finished [took 105.9678s] 20/11/23 02:34:30| INFO mulc_sld finished [took 112.3542s] 20/11/23 02:34:33| INFO mulmc_sld finished [took 113.0966s] 20/11/23 02:34:35| INFO multh_sld finished [took 107.3173s] 20/11/23 02:34:39| INFO binc_sld finished [took 122.6565s] 20/11/23 02:34:41| INFO binth_sld finished [took 115.4261s] 20/11/23 02:34:42| INFO binne_sld finished [took 119.2260s] 20/11/23 02:34:42| INFO binmc_sld finished [took 121.4877s] 20/11/23 02:34:49| INFO binis_sld finished [took 125.4555s] 20/11/23 02:34:52| INFO ref finished [took 24.4455s] 20/11/23 02:34:53| INFO doc finished [took 18.4487s] 20/11/23 02:34:59| INFO atc_mc finished [took 26.2921s] 20/11/23 02:34:59| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 152.6033s] 20/11/23 02:34:59| INFO Dataset sample 0.90 of dataset imdb_9prevs started 20/11/23 02:36:34| INFO mulmc_sld finished [took 87.7047s] 20/11/23 02:36:44| INFO mulc_sld finished [took 101.1617s] 20/11/23 02:36:49| INFO mulne_sld finished [took 100.9511s] 20/11/23 02:36:52| INFO binis_sld finished [took 99.6242s] 20/11/23 02:36:52| INFO mulis_sld finished [took 97.8413s] 20/11/23 02:36:56| INFO multh_sld finished [took 99.4169s] 20/11/23 02:36:58| INFO binc_sld finished [took 117.1330s] 20/11/23 02:37:02| INFO binne_sld finished [took 112.9363s] 20/11/23 02:37:05| INFO binth_sld finished [took 109.0090s] 20/11/23 02:37:05| INFO binmc_sld finished [took 119.7268s] 20/11/23 02:37:05| INFO ref finished [took 27.9725s] 20/11/23 02:37:09| INFO doc finished [took 17.2184s] 20/11/23 02:37:14| INFO atc_mc finished [took 26.6428s] 20/11/23 02:37:14| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 134.7816s] ---------------------------------------------------------------------------------------------------- 20/11/23 02:37:14| INFO dataset rcv1_CCAT_9prevs [pool size: 10] 20/11/23 02:37:20| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 20/11/23 02:39:42| INFO mulmc_sld finished [took 124.2174s] 20/11/23 02:40:01| INFO binis_sld finished [took 125.6815s] 20/11/23 02:40:11| INFO mulc_sld finished [took 163.8885s] 20/11/23 02:40:29| INFO binc_sld finished [took 185.6913s] 20/11/23 02:40:35| INFO mulne_sld finished [took 164.7404s] 20/11/23 02:40:37| INFO binmc_sld finished [took 185.2177s] 20/11/23 02:40:42| INFO mulis_sld finished [took 157.7587s] 20/11/23 02:40:44| INFO multh_sld finished [took 145.3169s] 20/11/23 02:40:48| INFO binne_sld finished [took 185.6119s] 20/11/23 02:40:56| INFO binth_sld finished [took 165.8682s] 20/11/23 02:41:03| INFO ref finished [took 76.4049s] 20/11/23 02:41:14| INFO doc finished [took 58.1690s] 20/11/23 02:41:20| INFO atc_mc finished [took 73.6710s] 20/11/23 02:41:20| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 240.7076s] 20/11/23 02:41:20| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 20/11/23 02:43:56| INFO binne_sld finished [took 130.6488s] 20/11/23 02:44:03| INFO mulmc_sld finished [took 142.5655s] 20/11/23 02:44:19| INFO mulc_sld finished [took 171.0331s] 20/11/23 02:44:20| INFO binc_sld finished [took 175.8468s] 20/11/23 02:44:29| INFO binmc_sld finished [took 176.5526s] 20/11/23 02:44:37| INFO mulne_sld finished [took 163.7885s] 20/11/23 02:44:39| INFO mulis_sld finished [took 149.0380s] 20/11/23 02:44:50| INFO binis_sld finished [took 168.0236s] 20/11/23 02:44:52| INFO multh_sld finished [took 148.2326s] 20/11/23 02:44:53| INFO binth_sld finished [took 156.7037s] 20/11/23 02:45:13| INFO ref finished [took 71.6390s] 20/11/23 02:45:17| INFO doc finished [took 52.3994s] 20/11/23 02:45:22| INFO atc_mc finished [took 73.6028s] 20/11/23 02:45:22| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 241.7298s] 20/11/23 02:45:22| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 20/11/23 02:48:06| INFO mulmc_sld finished [took 143.2181s] 20/11/23 02:48:18| INFO mulis_sld finished [took 123.3667s] 20/11/23 02:48:23| INFO binc_sld finished [took 177.5666s] 20/11/23 02:48:26| INFO mulc_sld finished [took 176.4542s] 20/11/23 02:48:37| INFO binmc_sld finished [took 182.0788s] 20/11/23 02:48:42| INFO binne_sld finished [took 172.8659s] 20/11/23 02:48:50| INFO mulne_sld finished [took 171.8171s] 20/11/23 02:48:51| INFO binis_sld finished [took 165.0980s] 20/11/23 02:48:55| INFO multh_sld finished [took 143.0395s] 20/11/23 02:48:57| INFO binth_sld finished [took 157.1447s] 20/11/23 02:49:25| INFO ref finished [took 70.9916s] 20/11/23 02:49:26| INFO doc finished [took 55.7335s] 20/11/23 02:49:32| INFO atc_mc finished [took 67.3696s] 20/11/23 02:49:32| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 249.6781s] 20/11/23 02:49:32| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 20/11/23 02:52:10| INFO mulc_sld finished [took 152.6616s] 20/11/23 02:52:13| INFO binth_sld finished [took 111.9174s] 20/11/23 02:52:29| INFO binc_sld finished [took 173.9141s] 20/11/23 02:52:35| INFO binmc_sld finished [took 173.5471s] 20/11/23 02:52:35| INFO mulne_sld finished [took 153.0392s] 20/11/23 02:52:40| INFO binne_sld finished [took 165.1350s] 20/11/23 02:52:40| INFO multh_sld finished [took 128.9375s] 20/11/23 02:52:41| INFO binis_sld finished [took 152.7568s] 20/11/23 02:52:41| INFO mulmc_sld finished [took 172.7837s] 20/11/23 02:52:49| INFO mulis_sld finished [took 156.9706s] 20/11/23 02:53:18| INFO ref finished [took 63.0215s] 20/11/23 02:53:20| INFO doc finished [took 47.0408s] 20/11/23 02:53:26| INFO atc_mc finished [took 66.3868s] 20/11/23 02:53:26| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 233.8338s] 20/11/23 02:53:26| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 20/11/23 02:55:54| INFO binmc_sld finished [took 136.1929s] 20/11/23 02:56:14| INFO binth_sld finished [took 111.4439s] 20/11/23 02:56:28| INFO binc_sld finished [took 179.7965s] 20/11/23 02:56:39| INFO mulc_sld finished [took 185.7500s] 20/11/23 02:56:47| INFO mulmc_sld finished [took 181.4598s] 20/11/23 02:56:49| INFO mulne_sld finished [took 167.2435s] 20/11/23 02:56:50| INFO binne_sld finished [took 178.5580s] 20/11/23 02:56:53| INFO mulis_sld finished [took 158.8141s] 20/11/23 02:56:55| INFO binis_sld finished [took 170.4231s] 20/11/23 02:57:02| INFO multh_sld finished [took 150.4544s] 20/11/23 02:57:16| INFO ref finished [took 77.3704s] 20/11/23 02:57:23| INFO doc finished [took 49.4094s] 20/11/23 02:57:34| INFO atc_mc finished [took 74.5552s] 20/11/23 02:57:34| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 248.3413s] 20/11/23 02:57:34| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 20/11/23 03:00:03| INFO binmc_sld finished [took 136.7756s] 20/11/23 03:00:28| INFO multh_sld finished [took 110.5973s] 20/11/23 03:00:34| INFO mulc_sld finished [took 173.3616s] 20/11/23 03:00:35| INFO binc_sld finished [took 177.9362s] 20/11/23 03:00:51| INFO binne_sld finished [took 172.1176s] 20/11/23 03:00:55| INFO mulmc_sld finished [took 182.5879s] 20/11/23 03:00:58| INFO mulne_sld finished [took 170.8795s] 20/11/23 03:00:59| INFO binth_sld finished [took 150.6188s] 20/11/23 03:01:00| INFO binis_sld finished [took 167.1273s] 20/11/23 03:01:04| INFO mulis_sld finished [took 163.5621s] 20/11/23 03:01:28| INFO ref finished [took 80.1209s] 20/11/23 03:01:32| INFO doc finished [took 53.1106s] 20/11/23 03:01:44| INFO atc_mc finished [took 71.1038s] 20/11/23 03:01:44| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 250.2109s] 20/11/23 03:01:44| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 20/11/23 03:04:25| INFO binmc_sld finished [took 148.8335s] 20/11/23 03:04:46| INFO mulne_sld finished [took 151.3762s] 20/11/23 03:04:49| INFO multh_sld finished [took 118.5429s] 20/11/23 03:04:57| INFO mulc_sld finished [took 185.1404s] 20/11/23 03:05:00| INFO binc_sld finished [took 191.9336s] 20/11/23 03:05:14| INFO mulmc_sld finished [took 189.3051s] 20/11/23 03:05:17| INFO binne_sld finished [took 185.9626s] 20/11/23 03:05:17| INFO binis_sld finished [took 172.7355s] 20/11/23 03:05:19| INFO binth_sld finished [took 158.7829s] 20/11/23 03:05:20| INFO mulis_sld finished [took 167.7952s] 20/11/23 03:05:45| INFO ref finished [took 73.3493s] 20/11/23 03:05:45| INFO doc finished [took 49.5262s] 20/11/23 03:06:01| INFO atc_mc finished [took 68.8520s] 20/11/23 03:06:01| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 256.9468s] 20/11/23 03:06:01| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 20/11/23 03:08:44| INFO binne_sld finished [took 136.0221s] 20/11/23 03:08:52| INFO binmc_sld finished [took 158.0137s] 20/11/23 03:09:06| INFO mulc_sld finished [took 177.0021s] 20/11/23 03:09:14| INFO mulmc_sld finished [took 171.6045s] 20/11/23 03:09:21| INFO mulne_sld finished [took 165.6974s] 20/11/23 03:09:28| INFO multh_sld finished [took 142.8486s] 20/11/23 03:09:30| INFO binis_sld finished [took 168.8002s] 20/11/23 03:09:32| INFO binc_sld finished [took 206.6594s] 20/11/23 03:09:35| INFO mulis_sld finished [took 166.2826s] 20/11/23 03:09:38| INFO binth_sld finished [took 162.4726s] 20/11/23 03:10:03| INFO ref finished [took 72.7353s] 20/11/23 03:10:05| INFO doc finished [took 52.3474s] 20/11/23 03:10:07| INFO atc_mc finished [took 70.1920s] 20/11/23 03:10:07| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 246.2453s] 20/11/23 03:10:07| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 20/11/23 03:12:31| INFO mulmc_sld finished [took 125.2117s] 20/11/23 03:12:42| INFO mulis_sld finished [took 108.8717s] 20/11/23 03:13:09| INFO mulc_sld finished [took 174.3136s] 20/11/23 03:13:17| INFO mulne_sld finished [took 157.1515s] 20/11/23 03:13:34| INFO multh_sld finished [took 145.0756s] 20/11/23 03:13:40| INFO binc_sld finished [took 208.8105s] 20/11/23 03:13:41| INFO binmc_sld finished [took 202.8220s] 20/11/23 03:13:42| INFO binne_sld finished [took 190.3638s] 20/11/23 03:13:47| INFO binis_sld finished [took 181.3682s] 20/11/23 03:13:53| INFO binth_sld finished [took 173.3906s] 20/11/23 03:14:02| INFO ref finished [took 85.9214s] 20/11/23 03:14:08| INFO atc_mc finished [took 79.6540s] 20/11/23 03:14:13| INFO doc finished [took 58.8225s] 20/11/23 03:14:13| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 245.2229s] ---------------------------------------------------------------------------------------------------- 20/11/23 03:16:56| INFO dataset imdb_9prevs [pool size: 10] 20/11/23 03:17:05| INFO Dataset sample 0.10 of dataset imdb_9prevs started 20/11/23 03:18:40| INFO mulne_sld finished [took 81.3932s] 20/11/23 03:18:43| INFO mulc_sld finished [took 95.4489s] 20/11/23 03:18:46| INFO mulis_sld finished [took 83.8036s] 20/11/23 03:18:46| INFO mulmc_sld finished [took 93.0751s] 20/11/23 03:18:48| INFO multh_sld finished [took 82.2152s] 20/11/23 03:18:55| INFO binne_sld finished [took 98.5234s] 20/11/23 03:19:03| INFO binmc_sld finished [took 109.8935s] 20/11/23 03:19:08| INFO doc finished [took 20.0552s] 20/11/23 03:19:09| INFO ref finished [took 27.0392s] 20/11/23 03:19:10| INFO binth_sld finished [took 104.7917s] 20/11/23 03:19:11| INFO binis_sld finished [took 110.8898s] 20/11/23 03:19:11| INFO binc_sld finished [took 122.7801s] 20/11/23 03:19:16| INFO atc_mc finished [took 30.8205s] 20/11/23 03:19:16| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 131.1545s] 20/11/23 03:19:16| INFO Dataset sample 0.20 of dataset imdb_9prevs started 20/11/23 03:20:47| INFO mulis_sld finished [took 72.6210s] 20/11/23 03:21:01| INFO mulne_sld finished [took 85.4837s] 20/11/23 03:21:04| INFO multh_sld finished [took 84.1770s] 20/11/23 03:21:06| INFO mulc_sld finished [took 104.5922s] 20/11/23 03:21:08| INFO mulmc_sld finished [took 102.0137s] 20/11/23 03:21:17| INFO ref finished [took 27.5865s] 20/11/23 03:21:18| INFO binmc_sld finished [took 115.8399s] 20/11/23 03:21:28| INFO binis_sld finished [took 115.0524s] 20/11/23 03:21:28| INFO doc finished [took 21.4023s] 20/11/23 03:21:29| INFO binc_sld finished [took 131.1860s] 20/11/23 03:21:32| INFO binne_sld finished [took 122.0942s] 20/11/23 03:21:32| INFO binth_sld finished [took 114.0822s] 20/11/23 03:21:34| INFO atc_mc finished [took 31.1240s] 20/11/23 03:21:34| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 138.2053s] 20/11/23 03:21:34| INFO Dataset sample 0.30 of dataset imdb_9prevs started 20/11/23 03:23:29| INFO binis_sld finished [took 88.6104s] 20/11/23 03:23:38| INFO multh_sld finished [took 91.2502s] 20/11/23 03:23:43| INFO mulc_sld finished [took 112.3699s] 20/11/23 03:23:53| INFO mulne_sld finished [took 114.3377s] 20/11/23 03:23:55| INFO binmc_sld finished [took 122.9044s] 20/11/23 03:23:56| INFO mulis_sld finished [took 115.0132s] 20/11/23 03:23:56| INFO mulmc_sld finished [took 119.5200s] 20/11/23 03:23:59| INFO binc_sld finished [took 130.2273s] 20/11/23 03:24:01| INFO binne_sld finished [took 125.0571s] 20/11/23 03:24:01| INFO binth_sld finished [took 119.9793s] 20/11/23 03:24:05| INFO ref finished [took 30.2814s] 20/11/23 03:24:06| INFO doc finished [took 17.9100s] 20/11/23 03:24:13| INFO atc_mc finished [took 30.4248s] 20/11/23 03:24:13| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 158.6873s] 20/11/23 03:24:13| INFO Dataset sample 0.40 of dataset imdb_9prevs started 20/11/23 03:26:01| INFO mulmc_sld finished [took 95.0432s] 20/11/23 03:26:05| INFO mulne_sld finished [took 96.7000s] 20/11/23 03:26:20| INFO binth_sld finished [took 106.9869s] 20/11/23 03:26:24| INFO binne_sld finished [took 116.3876s] 20/11/23 03:26:25| INFO mulis_sld finished [took 111.4375s] 20/11/23 03:26:25| INFO binis_sld finished [took 114.4541s] 20/11/23 03:26:25| INFO binmc_sld finished [took 119.5952s] 20/11/23 03:26:26| INFO binc_sld finished [took 128.5900s] 20/11/23 03:26:26| INFO mulc_sld finished [took 125.1660s] 20/11/23 03:26:27| INFO multh_sld finished [took 110.9461s] 20/11/23 03:26:32| INFO ref finished [took 28.3574s] 20/11/23 03:26:39| INFO doc finished [took 16.2317s] 20/11/23 03:26:39| INFO atc_mc finished [took 31.8006s] 20/11/23 03:26:39| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 146.0910s] 20/11/23 03:26:39| INFO Dataset sample 0.50 of dataset imdb_9prevs started 20/11/23 03:28:24| INFO binc_sld finished [took 101.7037s] 20/11/23 03:28:35| INFO mulne_sld finished [took 99.3588s] 20/11/23 03:28:45| INFO binmc_sld finished [took 116.8989s] 20/11/23 03:28:47| INFO mulis_sld finished [took 109.1290s] 20/11/23 03:28:49| INFO mulmc_sld finished [took 119.7499s] 20/11/23 03:28:50| INFO mulc_sld finished [took 123.3248s] 20/11/23 03:28:51| INFO binis_sld finished [took 112.9436s] 20/11/23 03:28:51| INFO binth_sld finished [took 111.2697s] 20/11/23 03:28:51| INFO binne_sld finished [took 115.3490s] 20/11/23 03:28:53| INFO multh_sld finished [took 111.7482s] 20/11/23 03:28:57| INFO ref finished [took 29.3109s] 20/11/23 03:29:04| INFO doc finished [took 16.3394s] 20/11/23 03:29:07| INFO atc_mc finished [took 29.3865s] 20/11/23 03:29:07| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 147.8627s] 20/11/23 03:29:07| INFO Dataset sample 0.60 of dataset imdb_9prevs started 20/11/23 03:30:53| INFO binmc_sld finished [took 97.7993s] 20/11/23 03:30:53| INFO mulc_sld finished [took 99.3869s] 20/11/23 03:31:10| INFO binis_sld finished [took 108.6214s] 20/11/23 03:31:13| INFO multh_sld finished [took 104.8251s] 20/11/23 03:31:16| INFO mulmc_sld finished [took 118.3733s] 20/11/23 03:31:17| INFO binth_sld finished [took 109.9540s] 20/11/23 03:31:18| INFO binne_sld finished [took 118.2111s] 20/11/23 03:31:18| INFO mulis_sld finished [took 114.1723s] 20/11/23 03:31:18| INFO binc_sld finished [took 125.9541s] 20/11/23 03:31:18| INFO mulne_sld finished [took 115.5996s] 20/11/23 03:31:24| INFO ref finished [took 27.6424s] 20/11/23 03:31:28| INFO atc_mc finished [took 31.4376s] 20/11/23 03:31:30| INFO doc finished [took 17.3008s] 20/11/23 03:31:30| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 142.7797s] 20/11/23 03:31:30| INFO Dataset sample 0.70 of dataset imdb_9prevs started 20/11/23 03:33:19| INFO binne_sld finished [took 94.8898s] 20/11/23 03:33:27| INFO multh_sld finished [took 92.2214s] 20/11/23 03:33:38| INFO mulmc_sld finished [took 112.5445s] 20/11/23 03:33:40| INFO mulc_sld finished [took 120.5447s] 20/11/23 03:33:42| INFO mulis_sld finished [took 110.9247s] 20/11/23 03:33:42| INFO binmc_sld finished [took 120.2133s] 20/11/23 03:33:42| INFO binis_sld finished [took 112.1085s] 20/11/23 03:33:44| INFO binc_sld finished [took 126.4177s] 20/11/23 03:33:44| INFO mulne_sld finished [took 115.4862s] 20/11/23 03:33:47| INFO binth_sld finished [took 114.5942s] 20/11/23 03:33:50| INFO ref finished [took 25.9078s] 20/11/23 03:33:57| INFO doc finished [took 15.1945s] 20/11/23 03:34:00| INFO atc_mc finished [took 28.3638s] 20/11/23 03:34:00| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 149.8172s] 20/11/23 03:34:00| INFO Dataset sample 0.80 of dataset imdb_9prevs started 20/11/23 03:35:38| INFO multh_sld finished [took 73.0865s] 20/11/23 03:35:59| INFO mulis_sld finished [took 97.6609s] 20/11/23 03:36:00| INFO mulne_sld finished [took 101.1496s] 20/11/23 03:36:02| INFO mulc_sld finished [took 111.4939s] 20/11/23 03:36:05| INFO mulmc_sld finished [took 109.3646s] 20/11/23 03:36:07| INFO ref finished [took 24.0870s] 20/11/23 03:36:07| INFO binc_sld finished [took 125.1781s] 20/11/23 03:36:14| INFO binth_sld finished [took 112.8313s] 20/11/23 03:36:19| INFO binis_sld finished [took 119.4317s] 20/11/23 03:36:21| INFO binne_sld finished [took 126.2183s] 20/11/23 03:36:22| INFO binmc_sld finished [took 131.6166s] 20/11/23 03:36:23| INFO doc finished [took 17.9837s] 20/11/23 03:36:28| INFO atc_mc finished [took 24.3775s] 20/11/23 03:36:28| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 148.3524s] 20/11/23 03:36:28| INFO Dataset sample 0.90 of dataset imdb_9prevs started 20/11/23 03:37:58| INFO mulne_sld finished [took 78.7898s] 20/11/23 03:38:10| INFO binmc_sld finished [took 95.2823s] 20/11/23 03:38:18| INFO mulis_sld finished [took 94.6648s] 20/11/23 03:38:20| INFO mulc_sld finished [took 108.2474s] 20/11/23 03:38:22| INFO multh_sld finished [took 94.7749s] 20/11/23 03:38:24| INFO mulmc_sld finished [took 107.9929s] 20/11/23 03:38:26| INFO binis_sld finished [took 103.4191s] 20/11/23 03:38:30| INFO binne_sld finished [took 111.0331s] 20/11/23 03:38:30| INFO binth_sld finished [took 105.5931s] 20/11/23 03:38:31| INFO binc_sld finished [took 121.3222s] 20/11/23 03:38:31| INFO ref finished [took 31.0163s] 20/11/23 03:38:38| INFO doc finished [took 16.6443s] 20/11/23 03:38:40| INFO atc_mc finished [took 27.9005s] 20/11/23 03:38:40| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 131.9810s] ---------------------------------------------------------------------------------------------------- 20/11/23 03:38:40| INFO dataset rcv1_CCAT_9prevs [pool size: 10] 20/11/23 03:38:46| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 20/11/23 03:41:05| INFO binc_sld finished [took 135.8325s] 20/11/23 03:41:32| INFO mulc_sld finished [took 159.2035s] 20/11/23 03:41:35| INFO mulis_sld finished [took 125.5321s] 20/11/23 03:41:43| INFO mulne_sld finished [took 146.4994s] 20/11/23 03:41:50| INFO mulmc_sld finished [took 165.9085s] 20/11/23 03:42:09| INFO multh_sld finished [took 144.9233s] 20/11/23 03:42:09| INFO binis_sld finished [took 166.5245s] 20/11/23 03:42:10| INFO binmc_sld finished [took 192.6219s] 20/11/23 03:42:14| INFO binne_sld finished [took 185.2098s] 20/11/23 03:42:21| INFO binth_sld finished [took 166.7467s] 20/11/23 03:42:32| INFO ref finished [took 81.7691s] 20/11/23 03:42:36| INFO doc finished [took 53.7927s] 20/11/23 03:42:43| INFO atc_mc finished [took 65.1119s] 20/11/23 03:42:43| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 237.0679s] 20/11/23 03:42:43| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 20/11/23 03:45:26| INFO binth_sld finished [took 108.2371s] 20/11/23 03:45:29| INFO binmc_sld finished [took 154.9307s] 20/11/23 03:45:37| INFO multh_sld finished [took 111.0276s] 20/11/23 03:45:43| INFO mulc_sld finished [took 172.4344s] 20/11/23 03:45:50| INFO binc_sld finished [took 183.9600s] 20/11/23 03:45:57| INFO mulne_sld finished [took 165.2156s] 20/11/23 03:45:59| INFO mulmc_sld finished [took 176.7282s] 20/11/23 03:46:02| INFO binis_sld finished [took 158.8147s] 20/11/23 03:46:02| INFO mulis_sld finished [took 151.4033s] 20/11/23 03:46:04| INFO binne_sld finished [took 176.7579s] 20/11/23 03:46:37| INFO doc finished [took 53.0647s] 20/11/23 03:46:40| INFO ref finished [took 67.2497s] 20/11/23 03:46:44| INFO atc_mc finished [took 67.4087s] 20/11/23 03:46:44| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 241.0581s] 20/11/23 03:46:44| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 20/11/23 03:49:13| INFO mulc_sld finished [took 140.4644s] 20/11/23 03:49:23| INFO mulmc_sld finished [took 139.1107s] 20/11/23 03:49:58| INFO mulne_sld finished [took 155.7780s] 20/11/23 03:50:00| INFO binc_sld finished [took 192.2450s] 20/11/23 03:50:07| INFO binmc_sld finished [took 189.5754s] 20/11/23 03:50:11| INFO binne_sld finished [took 177.8011s] 20/11/23 03:50:13| INFO mulis_sld finished [took 153.8468s] 20/11/23 03:50:14| INFO binis_sld finished [took 165.6145s] 20/11/23 03:50:14| INFO binth_sld finished [took 150.7889s] 20/11/23 03:50:21| INFO multh_sld finished [took 147.8156s] 20/11/23 03:50:42| INFO ref finished [took 82.0872s] 20/11/23 03:50:48| INFO atc_mc finished [took 79.4735s] 20/11/23 03:50:53| INFO doc finished [took 49.4755s] 20/11/23 03:50:53| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 249.2144s] 20/11/23 03:50:53| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 20/11/23 03:53:16| INFO mulmc_sld finished [took 125.2087s] 20/11/23 03:53:29| INFO multh_sld finished [took 97.5888s] 20/11/23 03:53:52| INFO mulc_sld finished [took 172.8661s] 20/11/23 03:53:53| INFO binc_sld finished [took 176.6168s] 20/11/23 03:54:00| INFO binmc_sld finished [took 175.8356s] 20/11/23 03:54:06| INFO mulis_sld finished [took 149.0667s] 20/11/23 03:54:07| INFO binne_sld finished [took 170.4083s] 20/11/23 03:54:08| INFO mulne_sld finished [took 163.9292s] 20/11/23 03:54:14| INFO binis_sld finished [took 165.1871s] 20/11/23 03:54:15| INFO binth_sld finished [took 151.6311s] 20/11/23 03:54:37| INFO ref finished [took 77.7217s] 20/11/23 03:54:42| INFO atc_mc finished [took 68.4204s] 20/11/23 03:54:45| INFO doc finished [took 48.3405s] 20/11/23 03:54:45| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 231.5351s] 20/11/23 03:54:45| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 20/11/23 03:57:17| INFO binis_sld finished [took 110.8490s] 20/11/23 03:57:26| INFO binth_sld finished [took 105.9393s] 20/11/23 03:57:40| INFO binc_sld finished [took 171.8886s] 20/11/23 03:57:55| INFO binmc_sld finished [took 178.1487s] 20/11/23 03:57:55| INFO mulc_sld finished [took 182.9563s] 20/11/23 03:58:03| INFO mulmc_sld finished [took 179.2687s] 20/11/23 03:58:06| INFO mulne_sld finished [took 166.6936s] 20/11/23 03:58:07| INFO mulis_sld finished [took 153.5010s] 20/11/23 03:58:11| INFO binne_sld finished [took 180.1209s] 20/11/23 03:58:18| INFO multh_sld finished [took 150.4418s] 20/11/23 03:58:34| INFO ref finished [took 73.0682s] 20/11/23 03:58:41| INFO doc finished [took 55.6974s] 20/11/23 03:58:47| INFO atc_mc finished [took 73.2618s] 20/11/23 03:58:47| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 242.2963s] 20/11/23 03:58:47| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 20/11/23 04:01:29| INFO multh_sld finished [took 99.1077s] 20/11/23 04:01:37| INFO binne_sld finished [took 145.4308s] 20/11/23 04:01:46| INFO binc_sld finished [took 175.6320s] 20/11/23 04:01:52| INFO mulis_sld finished [took 136.5610s] 20/11/23 04:01:53| INFO mulc_sld finished [took 179.5011s] 20/11/23 04:01:55| INFO binmc_sld finished [took 176.8977s] 20/11/23 04:02:00| INFO mulmc_sld finished [took 174.5153s] 20/11/23 04:02:05| INFO mulne_sld finished [took 164.9716s] 20/11/23 04:02:10| INFO binis_sld finished [took 164.0410s] 20/11/23 04:02:14| INFO binth_sld finished [took 152.4170s] 20/11/23 04:02:38| INFO ref finished [took 63.4765s] 20/11/23 04:02:42| INFO doc finished [took 51.3112s] 20/11/23 04:02:47| INFO atc_mc finished [took 64.6071s] 20/11/23 04:02:47| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 239.5326s] 20/11/23 04:02:47| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 20/11/23 04:05:15| INFO mulc_sld finished [took 140.3118s] 20/11/23 04:05:39| INFO multh_sld finished [took 104.7727s] 20/11/23 04:05:55| INFO mulmc_sld finished [took 167.5707s] 20/11/23 04:05:59| INFO binc_sld finished [took 188.2639s] 20/11/23 04:06:00| INFO binmc_sld finished [took 179.8079s] 20/11/23 04:06:10| INFO binne_sld finished [took 174.7718s] 20/11/23 04:06:11| INFO mulis_sld finished [took 155.8414s] 20/11/23 04:06:12| INFO binis_sld finished [took 162.6220s] 20/11/23 04:06:14| INFO mulne_sld finished [took 171.2840s] 20/11/23 04:06:23| INFO binth_sld finished [took 159.3408s] 20/11/23 04:06:40| INFO ref finished [took 79.6211s] 20/11/23 04:06:49| INFO atc_mc finished [took 63.9036s] 20/11/23 04:06:50| INFO doc finished [took 48.4292s] 20/11/23 04:06:50| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 243.2813s] 20/11/23 04:06:50| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 20/11/23 04:09:23| INFO mulne_sld finished [took 117.4373s] 20/11/23 04:09:38| INFO binc_sld finished [took 164.1834s] 20/11/23 04:09:52| INFO mulis_sld finished [took 132.0033s] 20/11/23 04:10:02| INFO mulc_sld finished [took 185.1875s] 20/11/23 04:10:03| INFO mulmc_sld finished [took 173.2363s] 20/11/23 04:10:17| INFO multh_sld finished [took 140.9382s] 20/11/23 04:10:17| INFO binne_sld finished [took 180.0761s] 20/11/23 04:10:26| INFO binmc_sld finished [took 204.6868s] 20/11/23 04:10:27| INFO binth_sld finished [took 158.8710s] 20/11/23 04:10:27| INFO binis_sld finished [took 174.0890s] 20/11/23 04:10:49| INFO ref finished [took 80.5166s] 20/11/23 04:10:52| INFO doc finished [took 52.5718s] 20/11/23 04:10:53| INFO atc_mc finished [took 69.6886s] 20/11/23 04:10:53| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 243.0145s] 20/11/23 04:10:53| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 20/11/23 04:13:23| INFO mulis_sld finished [took 102.5196s] 20/11/23 04:13:25| INFO multh_sld finished [took 90.5906s] 20/11/23 04:13:50| INFO mulc_sld finished [took 169.8667s] 20/11/23 04:14:03| INFO mulne_sld finished [took 157.5907s] 20/11/23 04:14:05| INFO mulmc_sld finished [took 172.5611s] 20/11/23 04:14:14| INFO binc_sld finished [took 197.2618s] 20/11/23 04:14:15| INFO binmc_sld finished [took 190.4001s] 20/11/23 04:14:23| INFO binne_sld finished [took 185.2252s] 20/11/23 04:14:30| INFO binis_sld finished [took 176.9690s] 20/11/23 04:14:34| INFO binth_sld finished [took 167.2697s] 20/11/23 04:14:42| INFO ref finished [took 74.6631s] 20/11/23 04:14:47| INFO atc_mc finished [took 75.3620s] 20/11/23 04:14:53| INFO doc finished [took 56.6921s] 20/11/23 04:14:53| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 239.7532s] ---------------------------------------------------------------------------------------------------- 20/11/23 10:50:55| INFO dataset imdb_9prevs [pool size: 10] 20/11/23 10:51:04| INFO Dataset sample 0.10 of dataset imdb_9prevs started 20/11/23 10:52:32| INFO mulmc_sld finished [took 80.8363s] 20/11/23 10:52:41| INFO mulne_sld finished [took 84.5121s] 20/11/23 10:52:45| INFO mulc_sld finished [took 97.1404s] 20/11/23 10:52:46| INFO mulis_sld finished [took 82.9308s] 20/11/23 10:52:59| INFO binne_sld finished [took 104.9803s] 20/11/23 10:53:09| INFO mullr_sld finished [took 102.8501s] 20/11/23 10:53:09| INFO ref finished [took 33.3644s] 20/11/23 10:53:09| INFO binmc_sld finished [took 118.7448s] 20/11/23 10:53:10| INFO binc_sld finished [took 123.3115s] 20/11/23 10:53:12| INFO atc_mc finished [took 27.6970s] 20/11/23 10:53:13| INFO doc finished [took 26.5468s] 20/11/23 10:53:15| INFO binlr_sld finished [took 111.7040s] 20/11/23 10:53:19| INFO binis_sld finished [took 122.8478s] 20/11/23 10:53:19| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 135.3101s] 20/11/23 10:53:19| INFO Dataset sample 0.20 of dataset imdb_9prevs started 20/11/23 10:54:53| INFO mulmc_sld finished [took 82.9445s] 20/11/23 10:55:07| INFO mulis_sld finished [took 88.2679s] 20/11/23 10:55:09| INFO mulne_sld finished [took 94.5538s] 20/11/23 10:55:11| INFO mulc_sld finished [took 106.4283s] 20/11/23 10:55:20| INFO binis_sld finished [took 103.5217s] 20/11/23 10:55:23| INFO mullr_sld finished [took 101.6740s] 20/11/23 10:55:26| INFO binlr_sld finished [took 105.3735s] 20/11/23 10:55:29| INFO ref finished [took 32.8249s] 20/11/23 10:55:34| INFO binmc_sld finished [took 128.7640s] 20/11/23 10:55:35| INFO doc finished [took 22.4950s] 20/11/23 10:55:37| INFO atc_mc finished [took 26.7518s] 20/11/23 10:55:40| INFO binc_sld finished [took 137.5184s] 20/11/23 10:55:41| INFO binne_sld finished [took 128.8228s] 20/11/23 10:55:41| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 141.6235s] 20/11/23 10:55:41| INFO Dataset sample 0.30 of dataset imdb_9prevs started 20/11/23 10:57:42| INFO binne_sld finished [took 95.9809s] 20/11/23 10:57:52| INFO mulis_sld finished [took 102.3437s] 20/11/23 10:57:52| INFO mullr_sld finished [took 102.8163s] 20/11/23 10:58:02| INFO mulmc_sld finished [took 120.3317s] 20/11/23 10:58:04| INFO mulc_sld finished [took 125.9561s] 20/11/23 10:58:06| INFO mulne_sld finished [took 119.3721s] 20/11/23 10:58:07| INFO binis_sld finished [took 119.1128s] 20/11/23 10:58:07| INFO binlr_sld finished [took 118.0882s] 20/11/23 10:58:09| INFO binmc_sld finished [took 129.3598s] 20/11/23 10:58:10| INFO binc_sld finished [took 141.7115s] 20/11/23 10:58:15| INFO ref finished [took 26.4486s] 20/11/23 10:58:18| INFO doc finished [took 20.2277s] 20/11/23 10:58:21| INFO atc_mc finished [took 24.1681s] 20/11/23 10:58:21| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 160.4634s] 20/11/23 10:58:21| INFO Dataset sample 0.40 of dataset imdb_9prevs started 20/11/23 11:00:11| INFO mulmc_sld finished [took 100.2815s] 20/11/23 11:00:15| INFO binlr_sld finished [took 90.7660s] 20/11/23 11:00:28| INFO binis_sld finished [took 108.3827s] 20/11/23 11:00:37| INFO binne_sld finished [took 120.8979s] 20/11/23 11:00:37| INFO mulis_sld finished [took 115.5660s] 20/11/23 11:00:38| INFO binmc_sld finished [took 125.8453s] 20/11/23 11:00:39| INFO mulc_sld finished [took 132.5734s] 20/11/23 11:00:39| INFO binc_sld finished [took 133.0240s] 20/11/23 11:00:40| INFO mullr_sld finished [took 115.0636s] 20/11/23 11:00:40| INFO mulne_sld finished [took 121.5821s] 20/11/23 11:00:44| INFO ref finished [took 29.8542s] 20/11/23 11:00:48| INFO atc_mc finished [took 30.3574s] 20/11/23 11:00:50| INFO doc finished [took 18.5791s] 20/11/23 11:00:50| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 148.5097s] 20/11/23 11:00:50| INFO Dataset sample 0.50 of dataset imdb_9prevs started 20/11/23 11:02:38| INFO binne_sld finished [took 93.5784s] 20/11/23 11:02:42| INFO binlr_sld finished [took 90.0116s] 20/11/23 11:03:01| INFO mullr_sld finished [took 107.0783s] 20/11/23 11:03:02| INFO mulne_sld finished [took 115.3635s] 20/11/23 11:03:02| INFO binmc_sld finished [took 122.3129s] 20/11/23 11:03:03| INFO binis_sld finished [took 114.7409s] 20/11/23 11:03:04| INFO binc_sld finished [took 130.7897s] 20/11/23 11:03:05| INFO mulc_sld finished [took 128.9818s] 20/11/23 11:03:06| INFO mulmc_sld finished [took 123.7813s] 20/11/23 11:03:06| INFO mulis_sld finished [took 114.0687s] 20/11/23 11:03:11| INFO ref finished [took 29.1455s] 20/11/23 11:03:18| INFO atc_mc finished [took 33.1229s] 20/11/23 11:03:18| INFO doc finished [took 15.1706s] 20/11/23 11:03:18| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 148.6163s] 20/11/23 11:03:19| INFO Dataset sample 0.60 of dataset imdb_9prevs started 20/11/23 11:05:05| INFO mulmc_sld finished [took 98.1009s] 20/11/23 11:05:17| INFO mullr_sld finished [took 99.1913s] 20/11/23 11:05:22| INFO binmc_sld finished [took 116.6325s] 20/11/23 11:05:25| INFO mulc_sld finished [took 122.0991s] 20/11/23 11:05:30| INFO binis_sld finished [took 115.8437s] 20/11/23 11:05:30| INFO mulis_sld finished [took 115.9491s] 20/11/23 11:05:32| INFO binne_sld finished [took 118.8688s] 20/11/23 11:05:33| INFO binc_sld finished [took 129.7859s] 20/11/23 11:05:33| INFO binlr_sld finished [took 117.7808s] 20/11/23 11:05:34| INFO mulne_sld finished [took 121.2356s] 20/11/23 11:05:37| INFO ref finished [took 28.5878s] 20/11/23 11:05:43| INFO doc finished [took 18.0607s] 20/11/23 11:05:48| INFO atc_mc finished [took 28.0363s] 20/11/23 11:05:48| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 149.7342s] 20/11/23 11:05:48| INFO Dataset sample 0.70 of dataset imdb_9prevs started 20/11/23 11:07:34| INFO mulmc_sld finished [took 90.3864s] 20/11/23 11:07:39| INFO binne_sld finished [took 92.8051s] 20/11/23 11:07:53| INFO mulne_sld finished [took 107.7822s] 20/11/23 11:07:55| INFO binis_sld finished [took 108.0026s] 20/11/23 11:07:57| INFO mulis_sld finished [took 107.1116s] 20/11/23 11:08:02| INFO mulc_sld finished [took 123.2330s] 20/11/23 11:08:02| INFO binmc_sld finished [took 124.3210s] 20/11/23 11:08:03| INFO binlr_sld finished [took 111.5958s] 20/11/23 11:08:04| INFO mullr_sld finished [took 110.3063s] 20/11/23 11:08:05| INFO binc_sld finished [took 131.8586s] 20/11/23 11:08:08| INFO ref finished [took 31.0319s] 20/11/23 11:08:14| INFO doc finished [took 16.1762s] 20/11/23 11:08:15| INFO atc_mc finished [took 33.4847s] 20/11/23 11:08:15| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 146.3201s] 20/11/23 11:08:15| INFO Dataset sample 0.80 of dataset imdb_9prevs started 20/11/23 11:09:53| INFO mulc_sld finished [took 89.1546s] 20/11/23 11:10:15| INFO mulis_sld finished [took 102.0348s] 20/11/23 11:10:16| INFO mulne_sld finished [took 106.2293s] 20/11/23 11:10:19| INFO mulmc_sld finished [took 108.0365s] 20/11/23 11:10:23| INFO binc_sld finished [took 120.8891s] 20/11/23 11:10:27| INFO mullr_sld finished [took 108.8832s] 20/11/23 11:10:31| INFO ref finished [took 34.0655s] 20/11/23 11:10:34| INFO binne_sld finished [took 126.5304s] 20/11/23 11:10:35| INFO binis_sld finished [took 121.9615s] 20/11/23 11:10:37| INFO binlr_sld finished [took 119.2132s] 20/11/23 11:10:39| INFO binmc_sld finished [took 131.8129s] 20/11/23 11:10:40| INFO doc finished [took 19.8296s] 20/11/23 11:10:48| INFO atc_mc finished [took 29.0604s] 20/11/23 11:10:48| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 153.0210s] 20/11/23 11:10:48| INFO Dataset sample 0.90 of dataset imdb_9prevs started 20/11/23 11:12:26| INFO binc_sld finished [took 95.4819s] 20/11/23 11:12:34| INFO mulc_sld finished [took 101.3762s] 20/11/23 11:12:35| INFO mulne_sld finished [took 94.0779s] 20/11/23 11:12:37| INFO mulis_sld finished [took 95.0970s] 20/11/23 11:12:43| INFO mulmc_sld finished [took 107.1269s] 20/11/23 11:12:45| INFO binmc_sld finished [took 111.5198s] 20/11/23 11:12:49| INFO binne_sld finished [took 112.0173s] 20/11/23 11:12:50| INFO binis_sld finished [took 107.6742s] 20/11/23 11:12:55| INFO mullr_sld finished [took 108.4449s] 20/11/23 11:12:55| INFO ref finished [took 26.9151s] 20/11/23 11:13:00| INFO doc finished [took 21.0902s] 20/11/23 11:13:03| INFO atc_mc finished [took 25.5974s] 20/11/23 11:13:12| INFO binlr_sld finished [took 126.2277s] 20/11/23 11:13:12| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 143.8924s] ---------------------------------------------------------------------------------------------------- 20/11/23 11:13:12| INFO dataset rcv1_CCAT_9prevs [pool size: 10] 20/11/23 11:13:17| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs started 20/11/23 11:16:34| INFO mulc_sld finished [took 190.0329s] 20/11/23 11:16:52| INFO mulis_sld finished [took 169.7056s] 20/11/23 11:17:02| INFO mulne_sld finished [took 192.4066s] 20/11/23 11:17:03| INFO binc_sld finished [took 222.6597s] 20/11/23 11:17:07| INFO mulmc_sld finished [took 211.7104s] 20/11/23 11:17:19| INFO binne_sld finished [took 218.1930s] 20/11/23 11:17:23| INFO binmc_sld finished [took 234.0882s] 20/11/23 11:17:30| INFO binis_sld finished [took 215.0899s] 20/11/23 11:17:51| INFO mullr_sld finished [took 213.9460s] 20/11/23 11:17:53| INFO ref finished [took 73.1505s] 20/11/23 11:18:14| INFO doc finished [took 67.4488s] 20/11/23 11:18:15| INFO atc_mc finished [took 79.6990s] 20/11/23 11:18:24| INFO binlr_sld finished [took 255.6407s] 20/11/23 11:18:24| INFO Dataset sample 0.10 of dataset rcv1_CCAT_9prevs finished [took 306.9208s] 20/11/23 11:18:24| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs started 20/11/23 11:22:14| INFO mulc_sld finished [took 223.3421s] 20/11/23 11:22:27| INFO mulne_sld finished [took 212.4221s] 20/11/23 11:22:27| INFO binc_sld finished [took 239.5038s] 20/11/23 11:22:41| INFO binmc_sld finished [took 244.3104s] 20/11/23 11:22:41| INFO mulmc_sld finished [took 237.8574s] 20/11/23 11:22:45| INFO mulis_sld finished [took 212.7987s] 20/11/23 11:22:53| INFO binis_sld finished [took 227.9662s] 20/11/23 11:22:53| INFO binne_sld finished [took 244.9850s] 20/11/23 11:23:19| INFO mullr_sld finished [took 233.2159s] 20/11/23 11:23:23| INFO binlr_sld finished [took 244.1648s] 20/11/23 11:23:31| INFO ref finished [took 71.1301s] 20/11/23 11:23:34| INFO doc finished [took 56.9612s] 20/11/23 11:23:42| INFO atc_mc finished [took 69.4108s] 20/11/23 11:23:42| INFO Dataset sample 0.20 of dataset rcv1_CCAT_9prevs finished [took 317.8974s] 20/11/23 11:23:42| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs started 20/11/23 11:27:12| INFO mulmc_sld finished [took 189.0132s] 20/11/23 11:27:21| INFO mulis_sld finished [took 168.5980s] 20/11/23 11:27:26| INFO binc_sld finished [took 220.6162s] 20/11/23 11:27:34| INFO mulc_sld finished [took 224.9369s] 20/11/23 11:27:39| INFO binne_sld finished [took 209.2812s] 20/11/23 11:27:39| INFO binmc_sld finished [took 224.6703s] 20/11/23 11:27:43| INFO binis_sld finished [took 197.1891s] 20/11/23 11:27:50| INFO mulne_sld finished [took 212.0919s] 20/11/23 11:28:16| INFO binlr_sld finished [took 214.2706s] 20/11/23 11:28:21| INFO mullr_sld finished [took 209.5245s] 20/11/23 11:28:29| INFO ref finished [took 69.7935s] 20/11/23 11:28:30| INFO doc finished [took 56.5998s] 20/11/23 11:28:38| INFO atc_mc finished [took 70.0903s] 20/11/23 11:28:38| INFO Dataset sample 0.30 of dataset rcv1_CCAT_9prevs finished [took 296.1528s] 20/11/23 11:28:38| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs started 20/11/23 11:32:07| INFO mulc_sld finished [took 202.6796s] 20/11/23 11:32:17| INFO mulis_sld finished [took 176.6095s] 20/11/23 11:32:26| INFO mulmc_sld finished [took 212.0606s] 20/11/23 11:32:33| INFO binc_sld finished [took 231.9888s] 20/11/23 11:32:33| INFO binmc_sld finished [took 225.1738s] 20/11/23 11:32:35| INFO mulne_sld finished [took 206.9359s] 20/11/23 11:32:39| INFO binne_sld finished [took 218.2999s] 20/11/23 11:32:43| INFO binis_sld finished [took 209.0047s] 20/11/23 11:33:09| INFO binlr_sld finished [took 222.3371s] 20/11/23 11:33:13| INFO mullr_sld finished [took 219.4530s] 20/11/23 11:33:21| INFO ref finished [took 69.8519s] 20/11/23 11:33:26| INFO doc finished [took 55.4481s] 20/11/23 11:33:30| INFO atc_mc finished [took 68.9240s] 20/11/23 11:33:30| INFO Dataset sample 0.40 of dataset rcv1_CCAT_9prevs finished [took 291.6580s] 20/11/23 11:33:30| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs started 20/11/23 11:36:50| INFO binis_sld finished [took 160.8038s] 20/11/23 11:37:01| INFO binc_sld finished [took 207.5309s] 20/11/23 11:37:13| INFO mulc_sld finished [took 215.8220s] 20/11/23 11:37:20| INFO binne_sld finished [took 203.5118s] 20/11/23 11:37:21| INFO binmc_sld finished [took 217.1764s] 20/11/23 11:37:21| INFO mulmc_sld finished [took 210.5468s] 20/11/23 11:37:30| INFO mulne_sld finished [took 207.1628s] 20/11/23 11:37:35| INFO mulis_sld finished [took 196.3299s] 20/11/23 11:37:41| INFO mullr_sld finished [took 187.9665s] 20/11/23 11:37:50| INFO binlr_sld finished [took 205.6684s] 20/11/23 11:38:06| INFO ref finished [took 68.8311s] 20/11/23 11:38:13| INFO doc finished [took 52.2343s] 20/11/23 11:38:20| INFO atc_mc finished [took 74.2086s] 20/11/23 11:38:20| INFO Dataset sample 0.50 of dataset rcv1_CCAT_9prevs finished [took 290.3009s] 20/11/23 11:38:20| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs started 20/11/23 11:42:04| INFO mulc_sld finished [took 216.6741s] 20/11/23 11:42:09| INFO binc_sld finished [took 226.0492s] 20/11/23 11:42:21| INFO binmc_sld finished [took 228.9625s] 20/11/23 11:42:30| INFO binne_sld finished [took 225.6253s] 20/11/23 11:42:33| INFO mulis_sld finished [took 206.2442s] 20/11/23 11:42:33| INFO mulmc_sld finished [took 237.4283s] 20/11/23 11:42:36| INFO mulne_sld finished [took 223.3897s] 20/11/23 11:42:39| INFO binis_sld finished [took 218.4677s] 20/11/23 11:42:49| INFO mullr_sld finished [took 204.6124s] 20/11/23 11:43:13| INFO binlr_sld finished [took 238.0866s] 20/11/23 11:43:19| INFO ref finished [took 70.5400s] 20/11/23 11:43:21| INFO doc finished [took 54.7835s] 20/11/23 11:43:24| INFO atc_mc finished [took 68.9721s] 20/11/23 11:43:24| INFO Dataset sample 0.60 of dataset rcv1_CCAT_9prevs finished [took 303.8797s] 20/11/23 11:43:24| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs started 20/11/23 11:46:41| INFO mulis_sld finished [took 148.7613s] 20/11/23 11:46:58| INFO mulc_sld finished [took 206.7147s] 20/11/23 11:47:00| INFO binc_sld finished [took 212.1316s] 20/11/23 11:47:19| INFO binmc_sld finished [took 223.1477s] 20/11/23 11:47:20| INFO mulmc_sld finished [took 216.6986s] 20/11/23 11:47:21| INFO mulne_sld finished [took 202.3311s] 20/11/23 11:47:22| INFO mullr_sld finished [took 173.7357s] 20/11/23 11:47:26| INFO binne_sld finished [took 215.3696s] 20/11/23 11:47:34| INFO binis_sld finished [took 208.9631s] 20/11/23 11:47:38| INFO binlr_sld finished [took 198.4459s] 20/11/23 11:47:59| INFO ref finished [took 72.3612s] 20/11/23 11:48:03| INFO doc finished [took 54.8990s] 20/11/23 11:48:11| INFO atc_mc finished [took 67.9558s] 20/11/23 11:48:11| INFO Dataset sample 0.70 of dataset rcv1_CCAT_9prevs finished [took 287.4465s] 20/11/23 11:48:11| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs started 20/11/23 11:51:16| INFO binc_sld finished [took 181.3922s] 20/11/23 11:51:40| INFO mulc_sld finished [took 202.3547s] 20/11/23 11:51:46| INFO binmc_sld finished [took 202.4826s] 20/11/23 11:51:49| INFO mulmc_sld finished [took 198.8992s] 20/11/23 11:52:04| INFO mulis_sld finished [took 183.6813s] 20/11/23 11:52:06| INFO mullr_sld finished [took 170.2677s] 20/11/23 11:52:09| INFO binne_sld finished [took 212.0736s] 20/11/23 11:52:10| INFO mulne_sld finished [took 204.2544s] 20/11/23 11:52:13| INFO binis_sld finished [took 200.0333s] 20/11/23 11:52:19| INFO binlr_sld finished [took 193.4050s] 20/11/23 11:52:48| INFO ref finished [took 84.1759s] 20/11/23 11:52:50| INFO doc finished [took 56.0423s] 20/11/23 11:52:50| INFO atc_mc finished [took 62.1243s] 20/11/23 11:52:50| INFO Dataset sample 0.80 of dataset rcv1_CCAT_9prevs finished [took 278.8773s] 20/11/23 11:52:50| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs started 20/11/23 11:55:48| INFO mulne_sld finished [took 146.4694s] 20/11/23 11:56:01| INFO mulc_sld finished [took 183.8118s] 20/11/23 11:56:14| INFO mullr_sld finished [took 141.8801s] 20/11/23 11:56:15| INFO mulmc_sld finished [took 186.0843s] 20/11/23 11:56:19| INFO mulis_sld finished [took 161.9423s] 20/11/23 11:56:31| INFO binc_sld finished [took 217.2969s] 20/11/23 11:56:41| INFO binmc_sld finished [took 218.4508s] 20/11/23 11:56:47| INFO binne_sld finished [took 211.2848s] 20/11/23 11:56:49| INFO binis_sld finished [took 199.1262s] 20/11/23 11:56:56| INFO binlr_sld finished [took 193.4588s] 20/11/23 11:57:02| INFO ref finished [took 67.8089s] 20/11/23 11:57:11| INFO doc finished [took 51.8464s] 20/11/23 11:57:22| INFO atc_mc finished [took 74.7604s] 20/11/23 11:57:22| INFO Dataset sample 0.90 of dataset rcv1_CCAT_9prevs finished [took 271.6924s] ---------------------------------------------------------------------------------------------------- 20/11/23 13:54:08| INFO dataset imdb_9prevs [pool size: 10] 20/11/23 13:54:17| INFO Dataset sample 0.10 of dataset imdb_9prevs started 20/11/23 13:55:31| INFO doc finished [took 63.9862s] 20/11/23 13:55:35| INFO ref finished [took 71.4049s] 20/11/23 13:55:55| INFO atc_mc finished [took 89.1926s] 20/11/23 13:56:16| INFO mulis_sld finished [took 114.9676s] 20/11/23 13:57:36| INFO binis_sld finished [took 197.4002s] 20/11/23 14:13:15| INFO rca_star finished [took 1125.9007s] 20/11/23 14:13:15| INFO rca finished [took 1126.5969s] 20/11/23 14:13:15| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 1137.9566s] 20/11/23 14:13:15| INFO Dataset sample 0.20 of dataset imdb_9prevs started ---------------------------------------------------------------------------------------------------- 20/11/23 14:14:37| INFO dataset imdb_9prevs [pool size: 10] 20/11/23 14:14:46| INFO Dataset sample 0.10 of dataset imdb_9prevs started 20/11/23 14:15:27| INFO doc finished [took 28.2275s] 20/11/23 14:15:32| INFO binis_pacc finished [took 43.8178s] 20/11/23 14:15:32| INFO ref finished [took 37.4386s] 20/11/23 14:15:34| INFO mulis_pacc finished [took 43.9843s] 20/11/23 14:15:35| INFO atc_mc finished [took 37.4711s] 20/11/23 14:15:39| INFO mulis_sld finished [took 46.2048s] 20/11/23 14:16:04| INFO binis_sld finished [took 71.1316s] 20/11/23 14:16:04| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 77.7480s] 20/11/23 14:16:04| INFO Dataset sample 0.20 of dataset imdb_9prevs started 20/11/23 14:16:49| INFO ref finished [took 33.6024s] 20/11/23 14:16:53| INFO doc finished [took 34.4709s] 20/11/23 14:16:53| INFO binis_pacc finished [took 45.5262s] 20/11/23 14:16:55| INFO mulis_pacc finished [took 44.8774s] 20/11/23 14:16:55| INFO atc_mc finished [took 38.1527s] 20/11/23 14:17:05| INFO mulis_sld finished [took 52.6045s] 20/11/23 14:17:18| INFO binis_sld finished [took 66.3136s] 20/11/23 14:17:18| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 74.6187s] 20/11/23 14:17:18| INFO Dataset sample 0.30 of dataset imdb_9prevs started 20/11/23 14:18:10| INFO doc finished [took 29.2951s] 20/11/23 14:18:10| INFO ref finished [took 31.5087s] 20/11/23 14:18:14| INFO binis_pacc finished [took 47.2623s] 20/11/23 14:18:17| INFO atc_mc finished [took 38.7412s] 20/11/23 14:18:20| INFO mulis_pacc finished [took 48.8603s] 20/11/23 14:18:28| INFO binis_sld finished [took 54.4351s] 20/11/23 14:18:30| INFO mulis_sld finished [took 54.0171s] 20/11/23 14:18:30| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 71.7372s] 20/11/23 14:18:30| INFO Dataset sample 0.40 of dataset imdb_9prevs started 20/11/23 14:19:16| INFO ref finished [took 32.1021s] 20/11/23 14:19:22| INFO doc finished [took 36.7007s] 20/11/23 14:19:23| INFO mulis_pacc finished [took 46.6175s] 20/11/23 14:19:23| INFO atc_mc finished [took 39.6910s] 20/11/23 14:19:25| INFO binis_pacc finished [took 51.1957s] 20/11/23 14:19:33| INFO binis_sld finished [took 57.4588s] 20/11/23 14:19:34| INFO mulis_sld finished [took 52.1688s] 20/11/23 14:19:34| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 64.0582s] 20/11/23 14:19:34| INFO Dataset sample 0.50 of dataset imdb_9prevs started 20/11/23 14:20:22| INFO doc finished [took 31.7336s] 20/11/23 14:20:23| INFO ref finished [took 35.1117s] 20/11/23 14:20:26| INFO binis_pacc finished [took 47.7704s] 20/11/23 14:20:29| INFO mulis_pacc finished [took 47.7163s] 20/11/23 14:20:33| INFO atc_mc finished [took 45.2073s] 20/11/23 14:20:39| INFO mulis_sld finished [took 52.8156s] 20/11/23 14:20:42| INFO binis_sld finished [took 61.4007s] 20/11/23 14:20:42| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 67.4820s] 20/11/23 14:20:42| INFO Dataset sample 0.60 of dataset imdb_9prevs started 20/11/23 14:21:28| INFO ref finished [took 34.7217s] 20/11/23 14:21:28| INFO doc finished [took 33.0339s] 20/11/23 14:21:35| INFO mulis_pacc finished [took 47.7748s] 20/11/23 14:21:36| INFO binis_pacc finished [took 49.5656s] 20/11/23 14:21:40| INFO atc_mc finished [took 46.9417s] 20/11/23 14:21:45| INFO binis_sld finished [took 55.1265s] 20/11/23 14:21:45| INFO mulis_sld finished [took 53.7538s] 20/11/23 14:21:45| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 63.7629s] 20/11/23 14:21:45| INFO Dataset sample 0.70 of dataset imdb_9prevs started 20/11/23 14:22:32| INFO doc finished [took 30.8502s] 20/11/23 14:22:33| INFO ref finished [took 34.0222s] 20/11/23 14:22:36| INFO binis_pacc finished [took 47.9541s] 20/11/23 14:22:39| INFO atc_mc finished [took 37.8288s] 20/11/23 14:22:43| INFO mulis_pacc finished [took 48.6021s] 20/11/23 14:22:49| INFO binis_sld finished [took 52.6787s] 20/11/23 14:22:52| INFO mulis_sld finished [took 54.8996s] 20/11/23 14:22:52| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 66.1803s] 20/11/23 14:22:52| INFO Dataset sample 0.80 of dataset imdb_9prevs started 20/11/23 14:23:38| INFO doc finished [took 31.0230s] 20/11/23 14:23:38| INFO ref finished [took 32.0340s] 20/11/23 14:23:45| INFO mulis_pacc finished [took 41.3610s] 20/11/23 14:23:45| INFO atc_mc finished [took 38.3982s] 20/11/23 14:23:47| INFO binis_pacc finished [took 49.3351s] 20/11/23 14:23:51| INFO mulis_sld finished [took 46.9674s] 20/11/23 14:24:10| INFO binis_sld finished [took 65.4690s] 20/11/23 14:24:10| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 78.0258s] 20/11/23 14:24:10| INFO Dataset sample 0.90 of dataset imdb_9prevs started 20/11/23 14:24:11| WARNING Method binis_pacc 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. 20/11/23 14:24:13| WARNING Method mulis_pacc 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. 20/11/23 14:24:40| INFO doc finished [took 21.8258s] 20/11/23 14:24:41| INFO ref finished [took 23.7184s] 20/11/23 14:24:48| INFO atc_mc finished [took 30.8998s] 20/11/23 14:24:52| INFO mulis_sld finished [took 36.1741s] 20/11/23 14:25:00| INFO binis_sld finished [took 45.6863s] 20/11/23 14:25:00| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 50.3174s] ---------------------------------------------------------------------------------------------------- 20/11/23 15:50:21| INFO dataset imdb_9prevs [pool size: 10] 20/11/23 15:50:30| INFO Dataset sample 0.10 of dataset imdb_9prevs started 20/11/23 15:50:33| WARNING Method mul_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class. 20/11/23 15:50:52| WARNING Method bin_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class. 20/11/23 15:51:33| INFO mulis_pacc finished [took 55.4094s] 20/11/23 15:51:33| INFO atc_mc finished [took 42.7644s] 20/11/23 15:51:35| INFO doc finished [took 42.2395s] 20/11/23 15:51:35| INFO ref finished [took 44.6490s] 20/11/23 15:51:36| INFO binis_pacc finished [took 60.4255s] 20/11/23 15:51:39| INFO mulis_sld finished [took 53.9361s] 20/11/23 15:52:06| INFO bin_sld finished [took 93.4792s] 20/11/23 15:52:07| INFO binis_sld finished [took 82.1673s] 20/11/23 15:52:23| INFO mul_sld finished [took 101.5244s] 20/11/23 15:52:23| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 112.1609s] 20/11/23 15:52:23| INFO Dataset sample 0.20 of dataset imdb_9prevs started 20/11/23 15:53:24| INFO ref finished [took 41.3159s] 20/11/23 15:53:40| INFO binis_pacc finished [took 70.5113s] 20/11/23 15:53:45| INFO mulis_pacc finished [took 72.1329s] 20/11/23 15:53:47| INFO atc_mc finished [took 62.2959s] 20/11/23 15:53:47| INFO mulis_sld finished [took 68.3027s] 20/11/23 15:53:54| INFO doc finished [took 27.1331s] 20/11/23 15:54:06| INFO binis_sld finished [took 90.0668s] 20/11/23 15:54:14| INFO bin_sld finished [took 109.1453s] 20/11/23 15:54:16| INFO mul_sld finished [took 101.8981s] 20/11/23 15:54:18| INFO mul_sld_lsvc finished [took 109.6278s] 20/11/23 15:54:31| INFO bin_sld_lsvc finished [took 111.4557s] 20/11/23 15:54:31| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 128.9509s] 20/11/23 15:54:31| INFO Dataset sample 0.30 of dataset imdb_9prevs started 20/11/23 15:55:44| INFO ref finished [took 43.0126s] 20/11/23 15:55:53| INFO mulis_pacc finished [took 62.1362s] 20/11/23 15:55:59| INFO binis_pacc finished [took 68.8450s] 20/11/23 15:56:02| INFO atc_mc finished [took 59.0646s] 20/11/23 15:56:13| INFO doc finished [took 24.0316s] 20/11/23 15:56:19| INFO bin_sld finished [took 98.4385s] 20/11/23 15:56:19| INFO mul_sld finished [took 82.9688s] 20/11/23 15:56:20| INFO binis_sld finished [took 83.6417s] 20/11/23 15:56:20| INFO mulis_sld finished [took 82.9412s] 20/11/23 15:56:29| INFO bin_sld_lsvc finished [took 88.3702s] 20/11/23 15:56:44| INFO mul_sld_lsvc finished [took 119.0665s] 20/11/23 15:56:44| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 132.1778s] 20/11/23 15:56:44| INFO Dataset sample 0.40 of dataset imdb_9prevs started 20/11/23 15:57:46| INFO ref finished [took 39.8775s] 20/11/23 15:57:57| INFO binis_pacc finished [took 62.7889s] 20/11/23 15:57:58| INFO atc_mc finished [took 51.8180s] 20/11/23 15:58:10| INFO mulis_pacc finished [took 75.0078s] 20/11/23 15:58:14| INFO doc finished [took 23.5837s] 20/11/23 15:58:18| INFO binis_sld finished [took 78.4560s] 20/11/23 15:58:19| INFO mulis_sld finished [took 76.6469s] 20/11/23 15:58:24| INFO bin_sld finished [took 97.0974s] 20/11/23 15:58:27| INFO mul_sld finished [took 89.9680s] 20/11/23 15:58:36| INFO bin_sld_lsvc finished [took 92.7088s] 20/11/23 15:58:46| INFO mul_sld_lsvc finished [took 113.8371s] 20/11/23 15:58:46| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 122.6502s] 20/11/23 15:58:46| INFO Dataset sample 0.50 of dataset imdb_9prevs started 20/11/23 15:59:58| INFO ref finished [took 51.7497s] 20/11/23 16:00:05| INFO mulis_pacc finished [took 65.3439s] 20/11/23 16:00:10| INFO binis_pacc finished [took 70.8454s] 20/11/23 16:00:13| INFO atc_mc finished [took 65.4091s] 20/11/23 16:00:23| INFO doc finished [took 20.1917s] 20/11/23 16:00:24| INFO bin_sld finished [took 94.7420s] 20/11/23 16:00:25| INFO mulis_sld finished [took 81.4723s] 20/11/23 16:00:25| INFO binis_sld finished [took 82.5292s] 20/11/23 16:00:28| INFO mul_sld finished [took 87.6260s] 20/11/23 16:00:42| INFO bin_sld_lsvc finished [took 96.8525s] 20/11/23 16:01:02| INFO mul_sld_lsvc finished [took 127.8363s] 20/11/23 16:01:02| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 135.7654s] 20/11/23 16:01:02| INFO Dataset sample 0.60 of dataset imdb_9prevs started 20/11/23 16:02:16| INFO ref finished [took 56.3847s] 20/11/23 16:02:20| INFO binis_pacc finished [took 68.5114s] 20/11/23 16:02:26| INFO mulis_pacc finished [took 71.9974s] 20/11/23 16:02:28| INFO atc_mc finished [took 69.1270s] 20/11/23 16:02:31| INFO binis_sld finished [took 74.4586s] 20/11/23 16:02:39| INFO doc finished [took 20.0222s] 20/11/23 16:02:41| INFO bin_sld finished [took 96.3134s] 20/11/23 16:02:42| INFO mulis_sld finished [took 84.7902s] 20/11/23 16:02:44| INFO mul_sld finished [took 89.8147s] 20/11/23 16:02:47| INFO bin_sld_lsvc finished [took 89.1043s] 20/11/23 16:03:05| INFO mul_sld_lsvc finished [took 112.0250s] 20/11/23 16:03:05| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 122.5360s] 20/11/23 16:03:05| INFO Dataset sample 0.70 of dataset imdb_9prevs started 20/11/23 16:04:20| INFO mulis_pacc finished [took 60.0982s] 20/11/23 16:04:24| INFO ref finished [took 55.7779s] 20/11/23 16:04:26| INFO binis_pacc finished [took 68.8016s] 20/11/23 16:04:37| INFO atc_mc finished [took 67.8508s] 20/11/23 16:04:39| INFO mul_sld finished [took 80.9607s] 20/11/23 16:04:43| INFO doc finished [took 20.6759s] 20/11/23 16:04:46| INFO mulis_sld finished [took 81.9179s] 20/11/23 16:04:49| INFO binis_sld finished [took 85.1287s] 20/11/23 16:04:50| INFO bin_sld finished [took 98.8167s] 20/11/23 16:05:02| INFO bin_sld_lsvc finished [took 94.8769s] 20/11/23 16:05:09| INFO mul_sld_lsvc finished [took 112.2070s] 20/11/23 16:05:09| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 124.4321s] 20/11/23 16:05:09| INFO Dataset sample 0.80 of dataset imdb_9prevs started 20/11/23 16:06:23| INFO ref finished [took 50.4981s] 20/11/23 16:06:32| INFO binis_pacc finished [took 70.8646s] 20/11/23 16:06:35| INFO mulis_sld finished [took 67.5143s] 20/11/23 16:06:37| INFO mulis_pacc finished [took 71.1612s] 20/11/23 16:06:38| INFO atc_mc finished [took 64.1656s] 20/11/23 16:06:48| INFO doc finished [took 19.4230s] 20/11/23 16:06:50| INFO mul_sld finished [took 87.1440s] 20/11/23 16:07:00| INFO bin_sld finished [took 107.6311s] 20/11/23 16:07:00| INFO binis_sld finished [took 92.9370s] 20/11/23 16:07:01| INFO bin_sld_lsvc finished [took 89.9615s] 20/11/23 16:07:10| INFO mul_sld_lsvc finished [took 112.8633s] 20/11/23 16:07:10| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 121.1346s] 20/11/23 16:07:10| INFO Dataset sample 0.90 of dataset imdb_9prevs started 20/11/23 16:07:15| WARNING Method mul_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class. 20/11/23 16:07:17| WARNING Method binis_pacc 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. 20/11/23 16:07:18| WARNING Method mulis_pacc 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. 20/11/23 16:07:25| WARNING Method bin_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class. 20/11/23 16:07:57| INFO doc finished [took 30.6669s] 20/11/23 16:08:02| INFO ref finished [took 37.0393s] 20/11/23 16:08:06| INFO atc_mc finished [took 39.8330s] 20/11/23 16:08:14| INFO mulis_sld finished [took 49.7872s] 20/11/23 16:08:19| INFO bin_sld finished [took 65.7369s] 20/11/23 16:08:20| INFO binis_sld finished [took 59.3226s] 20/11/23 16:08:27| INFO mul_sld finished [took 67.4432s] 20/11/23 16:08:27| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 77.1395s] ---------------------------------------------------------------------------------------------------- 20/11/23 16:18:22| INFO dataset imdb_9prevs [pool size: 10] 20/11/23 16:18:31| INFO Dataset sample 0.10 of dataset imdb_9prevs started 20/11/23 16:18:35| WARNING Method mul_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class. 20/11/23 16:18:43| WARNING Method mulis_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class. 20/11/23 16:18:47| WARNING Method binis_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class. 20/11/23 16:18:55| WARNING Method bin_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class. 20/11/23 16:19:27| INFO doc finished [took 32.6039s] 20/11/23 16:19:31| INFO binis_pacc finished [took 54.5754s] 20/11/23 16:19:34| INFO ref finished [took 42.5161s] 20/11/23 16:19:40| INFO mulis_pacc finished [took 57.6524s] 20/11/23 16:19:42| INFO atc_mc finished [took 48.6834s] 20/11/23 16:19:47| INFO mulis_sld finished [took 58.4125s] 20/11/23 16:20:01| INFO binis_sld finished [took 73.1066s] 20/11/23 16:20:05| INFO bin_sld finished [took 92.3578s] 20/11/23 16:20:24| INFO mul_sld finished [took 96.8753s] 20/11/23 16:20:24| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 112.9783s] 20/11/23 16:20:24| INFO Dataset sample 0.20 of dataset imdb_9prevs started 20/11/23 16:21:38| INFO binis_pacc finished [took 67.4372s] 20/11/23 16:21:44| INFO mulis_pacc finished [took 67.0980s] 20/11/23 16:21:59| INFO mulis_sld finished [took 76.5681s] 20/11/23 16:22:12| INFO ref finished [took 30.8900s] 20/11/23 16:22:18| INFO bin_sld finished [took 111.4093s] 20/11/23 16:22:25| INFO mul_sld_lsvc finished [took 115.2287s] 20/11/23 16:22:27| INFO doc finished [took 25.1264s] 20/11/23 16:22:29| INFO atc_mc finished [took 41.8054s] 20/11/23 16:22:32| INFO mul_sld finished [took 110.8812s] 20/11/23 16:22:34| INFO binis_sld finished [took 113.6167s] 20/11/23 16:22:39| INFO binis_sld_lsvc finished [took 126.6509s] 20/11/23 16:22:41| INFO mulis_sld_lsvc finished [took 124.2538s] 20/11/23 16:22:49| INFO bin_sld_lsvc finished [took 125.7169s] 20/11/23 16:22:49| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 144.4944s] 20/11/23 16:22:49| INFO Dataset sample 0.30 of dataset imdb_9prevs started 20/11/23 16:24:16| INFO binis_pacc finished [took 67.2570s] 20/11/23 16:24:25| INFO mulis_pacc finished [took 75.8195s] 20/11/23 16:24:37| INFO binis_sld finished [took 80.6286s] 20/11/23 16:24:48| INFO mul_sld finished [took 95.5926s] 20/11/23 16:24:51| INFO bin_sld finished [took 106.6947s] 20/11/23 16:24:53| INFO mulis_sld finished [took 94.7438s] 20/11/23 16:24:55| INFO ref finished [took 33.8797s] 20/11/23 16:25:03| INFO binis_sld_lsvc finished [took 113.1204s] 20/11/23 16:25:03| INFO bin_sld_lsvc finished [took 104.5985s] 20/11/23 16:25:04| INFO doc finished [took 22.4330s] 20/11/23 16:25:06| INFO atc_mc finished [took 35.5340s] 20/11/23 16:25:09| INFO mulis_sld_lsvc finished [took 117.0398s] 20/11/23 16:25:17| INFO mul_sld_lsvc finished [took 131.3475s] 20/11/23 16:25:17| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 148.2142s] 20/11/23 16:25:17| INFO Dataset sample 0.40 of dataset imdb_9prevs started 20/11/23 16:26:24| INFO binis_pacc finished [took 56.5417s] 20/11/23 16:26:40| INFO mulis_pacc finished [took 70.3333s] 20/11/23 16:27:00| INFO ref finished [took 32.1253s] 20/11/23 16:27:08| INFO binis_sld finished [took 91.9609s] 20/11/23 16:27:09| INFO bin_sld finished [took 108.6075s] 20/11/23 16:27:09| INFO mulis_sld finished [took 92.1912s] 20/11/23 16:27:15| INFO atc_mc finished [took 32.5400s] 20/11/23 16:27:19| INFO mul_sld finished [took 105.1496s] 20/11/23 16:27:21| INFO bin_sld_lsvc finished [took 103.3958s] 20/11/23 16:27:23| INFO binis_sld_lsvc finished [took 115.1183s] 20/11/23 16:27:24| INFO mulis_sld_lsvc finished [took 109.1526s] 20/11/23 16:27:24| INFO doc finished [took 20.6259s] 20/11/23 16:27:30| INFO mul_sld_lsvc finished [took 123.4159s] 20/11/23 16:27:30| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 132.9986s] 20/11/23 16:27:30| INFO Dataset sample 0.50 of dataset imdb_9prevs started 20/11/23 16:28:40| INFO binis_pacc finished [took 61.1255s] 20/11/23 16:28:59| INFO mulis_pacc finished [took 74.3788s] 20/11/23 16:29:11| INFO bin_sld finished [took 95.1233s] 20/11/23 16:29:14| INFO ref finished [took 31.6178s] 20/11/23 16:29:18| INFO mulis_sld finished [took 89.3817s] 20/11/23 16:29:20| INFO binis_sld finished [took 93.2534s] 20/11/23 16:29:25| INFO binis_sld_lsvc finished [took 100.9105s] 20/11/23 16:29:30| INFO mul_sld finished [took 103.5871s] 20/11/23 16:29:35| INFO atc_mc finished [took 31.9767s] 20/11/23 16:29:36| INFO doc finished [took 22.3716s] 20/11/23 16:29:37| INFO bin_sld_lsvc finished [took 107.9102s] 20/11/23 16:29:37| INFO mulis_sld_lsvc finished [took 111.3864s] 20/11/23 16:29:55| INFO mul_sld_lsvc finished [took 139.2869s] 20/11/23 16:29:55| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 144.9817s] 20/11/23 16:29:55| INFO Dataset sample 0.60 of dataset imdb_9prevs started 20/11/23 16:31:05| INFO binis_pacc finished [took 60.5786s] 20/11/23 16:31:16| INFO mulis_pacc finished [took 68.4164s] 20/11/23 16:31:36| INFO binis_sld finished [took 84.5236s] 20/11/23 16:31:37| INFO ref finished [took 30.2524s] 20/11/23 16:31:43| INFO mulis_sld finished [took 92.2488s] 20/11/23 16:31:48| INFO bin_sld finished [took 110.6112s] 20/11/23 16:31:56| INFO mul_sld finished [took 106.2110s] 20/11/23 16:31:56| INFO bin_sld_lsvc finished [took 102.1058s] 20/11/23 16:31:57| INFO atc_mc finished [took 37.3810s] 20/11/23 16:31:59| INFO binis_sld_lsvc finished [took 114.4642s] 20/11/23 16:32:03| INFO doc finished [took 24.5658s] 20/11/23 16:32:03| INFO mulis_sld_lsvc finished [took 115.0516s] 20/11/23 16:32:05| INFO mul_sld_lsvc finished [took 124.4764s] 20/11/23 16:32:05| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 129.9468s] 20/11/23 16:32:05| INFO Dataset sample 0.70 of dataset imdb_9prevs started 20/11/23 16:33:19| INFO mulis_pacc finished [took 56.6491s] 20/11/23 16:33:25| INFO binis_pacc finished [took 69.3831s] 20/11/23 16:33:53| INFO mulis_sld finished [took 87.7702s] 20/11/23 16:33:58| INFO ref finished [took 35.6316s] 20/11/23 16:33:59| INFO bin_sld finished [took 110.8959s] 20/11/23 16:34:01| INFO binis_sld finished [took 97.1247s] 20/11/23 16:34:04| INFO mul_sld finished [took 100.8488s] 20/11/23 16:34:09| INFO atc_mc finished [took 40.2958s] 20/11/23 16:34:09| INFO mulis_sld_lsvc finished [took 106.2545s] 20/11/23 16:34:13| INFO mul_sld_lsvc finished [took 121.0396s] 20/11/23 16:34:15| INFO doc finished [took 18.5751s] 20/11/23 16:34:19| INFO bin_sld_lsvc finished [took 112.7637s] 20/11/23 16:34:20| INFO binis_sld_lsvc finished [took 122.6503s] 20/11/23 16:34:20| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 135.0863s] 20/11/23 16:34:20| INFO Dataset sample 0.80 of dataset imdb_9prevs started 20/11/23 16:35:39| INFO binis_pacc finished [took 71.0317s] 20/11/23 16:35:48| INFO mulis_pacc finished [took 71.6197s] 20/11/23 16:36:02| INFO mul_sld finished [took 82.7842s] 20/11/23 16:36:06| INFO mulis_sld finished [took 84.1643s] 20/11/23 16:36:16| INFO ref finished [took 33.3506s] 20/11/23 16:36:24| INFO doc finished [took 18.9986s] 20/11/23 16:36:24| INFO binis_sld finished [took 104.1811s] 20/11/23 16:36:29| INFO binis_sld_lsvc finished [took 113.3393s] 20/11/23 16:36:30| INFO mul_sld_lsvc finished [took 120.0368s] 20/11/23 16:36:30| INFO atc_mc finished [took 36.4089s] 20/11/23 16:36:31| INFO bin_sld finished [took 125.6791s] 20/11/23 16:36:33| INFO mulis_sld_lsvc finished [took 114.7882s] 20/11/23 16:36:33| INFO bin_sld_lsvc finished [took 109.5191s] 20/11/23 16:36:33| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 132.7449s] 20/11/23 16:36:33| INFO Dataset sample 0.90 of dataset imdb_9prevs started 20/11/23 16:36:38| WARNING Method mul_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class. 20/11/23 16:36:40| WARNING Method binis_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class. 20/11/23 16:36:41| WARNING Method binis_pacc 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. 20/11/23 16:36:43| WARNING Method mulis_pacc 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. 20/11/23 16:36:44| WARNING Method mulis_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class. 20/11/23 16:36:50| WARNING Method bin_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class. 20/11/23 16:37:23| INFO doc finished [took 31.9988s] 20/11/23 16:37:29| INFO ref finished [took 39.8584s] 20/11/23 16:37:35| INFO mulis_sld finished [took 46.5992s] 20/11/23 16:37:36| INFO atc_mc finished [took 44.0758s] 20/11/23 16:37:42| INFO bin_sld finished [took 68.5161s] 20/11/23 16:37:44| INFO binis_sld finished [took 56.3771s] 20/11/23 16:37:51| INFO mul_sld finished [took 64.5113s] 20/11/23 16:37:51| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 78.2927s] ---------------------------------------------------------------------------------------------------- 20/11/23 16:39:52| INFO dataset imdb_9prevs [pool size: 10] 20/11/23 16:40:01| INFO Dataset sample 0.10 of dataset imdb_9prevs started 20/11/23 16:40:07| WARNING Method mul_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class. 20/11/23 16:40:14| WARNING Method mulis_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class. 20/11/23 16:40:20| WARNING Method binis_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class. 20/11/23 16:40:28| WARNING Method bin_sld_lsvc failed. Exception: Requesting 5-fold cross-validation but provided less than 5 examples for at least one class. 20/11/23 16:40:59| INFO doc finished [took 31.4421s] 20/11/23 16:41:07| INFO binis_pacc finished [took 60.0165s] 20/11/23 16:41:09| INFO ref finished [took 46.1236s] 20/11/23 16:41:12| INFO mulis_sld finished [took 52.2533s] 20/11/23 16:41:12| INFO atc_mc finished [took 48.9797s] 20/11/23 16:41:13| INFO mulis_pacc finished [took 62.0733s] 20/11/23 16:41:32| INFO bin_sld finished [took 87.5608s] 20/11/23 16:41:41| INFO binis_sld finished [took 83.9275s] 20/11/23 16:41:55| INFO mul_sld finished [took 98.6353s] 20/11/23 16:41:55| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 113.6897s] 20/11/23 16:41:55| INFO Dataset sample 0.20 of dataset imdb_9prevs started 20/11/23 16:43:00| INFO binis_pacc finished [took 56.3906s] 20/11/23 16:43:18| INFO mulis_pacc finished [took 71.0430s] 20/11/23 16:43:18| INFO mulis_sld finished [took 64.2580s] ---------------------------------------------------------------------------------------------------- 20/11/23 17:54:08| INFO dataset imdb_9prevs [pool size: 10] 20/11/23 17:54:17| INFO Dataset sample 0.10 of dataset imdb_9prevs started 20/11/23 17:54:32| WARNING Method gde failed. Exception: unsupported operand type(s) for -: 'NoneType' and 'float' 20/11/23 17:54:49| INFO doc finished [took 22.1930s] 20/11/23 17:54:50| INFO ref finished [took 26.9221s] 20/11/23 17:54:55| INFO atc_mc finished [took 30.8531s] 20/11/23 17:54:59| INFO mulis_sld finished [took 38.5919s] 20/11/23 17:55:20| INFO binis_sld finished [took 60.1665s] 20/11/23 17:55:20| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 62.4096s] 20/11/23 17:55:20| INFO Dataset sample 0.20 of dataset imdb_9prevs started 20/11/23 17:55:38| WARNING Method gde failed. Exception: unsupported operand type(s) for -: 'NoneType' and 'float' 20/11/23 17:55:54| INFO doc finished [took 25.5699s] 20/11/23 17:55:56| INFO ref finished [took 28.1285s] 20/11/23 17:56:02| INFO atc_mc finished [took 33.8416s] 20/11/23 17:56:07| INFO mulis_sld finished [took 41.0999s] 20/11/23 17:56:24| INFO binis_sld finished [took 60.9157s] 20/11/23 17:56:24| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 64.1137s] 20/11/23 17:56:24| INFO Dataset sample 0.30 of dataset imdb_9prevs started 20/11/23 17:56:50| WARNING Method gde failed. Exception: unsupported operand type(s) for -: 'NoneType' and 'float' 20/11/23 17:57:06| INFO doc finished [took 25.5999s] 20/11/23 17:57:06| INFO ref finished [took 29.8924s] 20/11/23 17:57:13| INFO atc_mc finished [took 33.3073s] 20/11/23 17:57:22| INFO mulis_sld finished [took 45.9230s] 20/11/23 17:57:23| INFO binis_sld finished [took 51.7170s] 20/11/23 17:57:23| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 59.2357s] 20/11/23 17:57:23| INFO Dataset sample 0.40 of dataset imdb_9prevs started 20/11/23 17:57:42| WARNING Method gde failed. Exception: unsupported operand type(s) for -: 'NoneType' and 'float' 20/11/23 17:57:59| INFO ref finished [took 28.4902s] 20/11/23 17:58:00| INFO doc finished [took 24.7919s] 20/11/23 17:58:07| INFO atc_mc finished [took 33.0023s] 20/11/23 17:58:15| INFO binis_sld finished [took 49.1123s] 20/11/23 17:58:16| INFO mulis_sld finished [took 46.2953s] 20/11/23 17:58:16| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 52.7729s] 20/11/23 17:58:16| INFO Dataset sample 0.50 of dataset imdb_9prevs started 20/11/23 17:58:35| WARNING Method gde failed. Exception: unsupported operand type(s) for -: 'NoneType' and 'float' 20/11/23 17:58:52| INFO doc finished [took 27.2607s] 20/11/23 17:58:54| INFO ref finished [took 29.7357s] 20/11/23 17:59:00| INFO atc_mc finished [took 35.9290s] 20/11/23 17:59:07| INFO binis_sld finished [took 46.0594s] 20/11/23 17:59:09| INFO mulis_sld finished [took 45.6041s] 20/11/23 17:59:09| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 53.4419s] 20/11/23 17:59:09| INFO Dataset sample 0.60 of dataset imdb_9prevs started 20/11/23 17:59:28| WARNING Method gde failed. Exception: unsupported operand type(s) for -: 'NoneType' and 'float' 20/11/23 17:59:45| INFO ref finished [took 29.9295s] 20/11/23 17:59:46| INFO doc finished [took 27.2263s] 20/11/23 17:59:52| INFO atc_mc finished [took 34.2065s] 20/11/23 18:00:00| INFO mulis_sld finished [took 45.1628s] 20/11/23 18:00:02| INFO binis_sld finished [took 50.0154s] 20/11/23 18:00:02| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 52.5545s] 20/11/23 18:00:02| INFO Dataset sample 0.70 of dataset imdb_9prevs started 20/11/23 18:00:22| WARNING Method gde failed. Exception: unsupported operand type(s) for -: 'NoneType' and 'float' 20/11/23 18:00:39| INFO ref finished [took 28.8017s] 20/11/23 18:00:40| INFO doc finished [took 26.7119s] 20/11/23 18:00:46| INFO atc_mc finished [took 33.8038s] 20/11/23 18:00:53| INFO mulis_sld finished [took 41.8696s] 20/11/23 18:00:55| INFO binis_sld finished [took 47.8974s] 20/11/23 18:00:55| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 53.2758s] 20/11/23 18:00:55| INFO Dataset sample 0.80 of dataset imdb_9prevs started 20/11/23 18:01:15| WARNING Method gde failed. Exception: unsupported operand type(s) for -: 'NoneType' and 'float' 20/11/23 18:01:32| INFO doc finished [took 25.2702s] 20/11/23 18:01:33| INFO ref finished [took 27.2995s] 20/11/23 18:01:39| INFO atc_mc finished [took 34.5732s] 20/11/23 18:01:44| INFO mulis_sld finished [took 42.0224s] 20/11/23 18:01:57| INFO binis_sld finished [took 56.5545s] 20/11/23 18:01:57| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 61.9624s] 20/11/23 18:01:57| INFO Dataset sample 0.90 of dataset imdb_9prevs started 20/11/23 18:02:13| WARNING Method gde failed. Exception: unsupported operand type(s) for -: 'NoneType' and 'float' 20/11/23 18:02:29| INFO doc finished [took 23.7766s] 20/11/23 18:02:30| INFO ref finished [took 27.8049s] 20/11/23 18:02:36| INFO atc_mc finished [took 32.3633s] 20/11/23 18:02:40| INFO mulis_sld finished [took 38.5419s] 20/11/23 18:02:48| INFO binis_sld finished [took 49.6938s] 20/11/23 18:02:48| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 51.5200s] ---------------------------------------------------------------------------------------------------- 20/11/23 19:04:50| INFO dataset imdb_9prevs [pool size: 10] 20/11/23 19:04:59| INFO Dataset sample 0.10 of dataset imdb_9prevs started 20/11/23 19:05:30| INFO gde finished [took 22.6764s] 20/11/23 19:05:32| INFO doc finished [took 23.9458s] 20/11/23 19:05:32| INFO ref finished [took 26.8365s] 20/11/23 19:05:39| INFO atc_mc finished [took 31.2826s] 20/11/23 19:05:42| INFO mulis_sld finished [took 38.4194s] 20/11/23 19:06:03| INFO binis_sld finished [took 61.7880s] 20/11/23 19:06:03| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 63.3748s] 20/11/23 19:06:03| INFO Dataset sample 0.20 of dataset imdb_9prevs started 20/11/23 19:06:39| INFO gde finished [took 25.7095s] 20/11/23 19:06:40| INFO doc finished [took 27.2498s] 20/11/23 19:06:40| INFO ref finished [took 29.7663s] 20/11/23 19:06:47| INFO atc_mc finished [took 34.9179s] 20/11/23 19:06:51| INFO mulis_sld finished [took 43.1263s] 20/11/23 19:07:09| INFO binis_sld finished [took 63.2674s] 20/11/23 19:07:09| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 66.1754s] 20/11/23 19:07:09| INFO Dataset sample 0.30 of dataset imdb_9prevs started 20/11/23 19:07:51| INFO gde finished [took 26.1793s] 20/11/23 19:07:52| INFO doc finished [took 27.9139s] 20/11/23 19:07:53| INFO ref finished [took 30.6394s] 20/11/23 19:07:59| INFO atc_mc finished [took 35.4558s] 20/11/23 19:08:07| INFO mulis_sld finished [took 46.8600s] 20/11/23 19:08:09| INFO binis_sld finished [took 50.1284s] 20/11/23 19:08:09| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 60.4938s] 20/11/23 19:08:09| INFO Dataset sample 0.40 of dataset imdb_9prevs started 20/11/23 19:08:45| INFO gde finished [took 23.6274s] 20/11/23 19:08:48| INFO doc finished [took 25.9605s] 20/11/23 19:08:48| INFO ref finished [took 29.8124s] 20/11/23 19:08:54| INFO atc_mc finished [took 35.2500s] 20/11/23 19:09:03| INFO binis_sld finished [took 49.0567s] 20/11/23 19:09:04| INFO mulis_sld finished [took 47.7165s] 20/11/23 19:09:04| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 54.3085s] 20/11/23 19:09:04| INFO Dataset sample 0.50 of dataset imdb_9prevs started 20/11/23 19:09:40| INFO gde finished [took 25.1901s] 20/11/23 19:09:42| INFO ref finished [took 30.2374s] 20/11/23 19:09:42| INFO doc finished [took 27.0097s] 20/11/23 19:09:49| INFO atc_mc finished [took 35.6533s] 20/11/23 19:09:57| INFO binis_sld finished [took 51.2408s] 20/11/23 19:09:58| INFO mulis_sld finished [took 47.8818s] 20/11/23 19:09:58| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 53.8944s] 20/11/23 19:09:58| INFO Dataset sample 0.60 of dataset imdb_9prevs started 20/11/23 19:10:33| INFO gde finished [took 26.1887s] 20/11/23 19:10:35| INFO ref finished [took 30.7697s] 20/11/23 19:10:35| INFO doc finished [took 28.8377s] 20/11/23 19:10:41| INFO atc_mc finished [took 35.2992s] 20/11/23 19:10:50| INFO mulis_sld finished [took 46.3602s] 20/11/23 19:10:51| INFO binis_sld finished [took 49.7729s] 20/11/23 19:10:51| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 53.2819s] 20/11/23 19:10:51| INFO Dataset sample 0.70 of dataset imdb_9prevs started 20/11/23 19:11:28| INFO gde finished [took 25.5777s] 20/11/23 19:11:30| INFO ref finished [took 30.2012s] 20/11/23 19:11:30| INFO doc finished [took 27.1812s] 20/11/23 19:11:37| INFO atc_mc finished [took 34.7357s] 20/11/23 19:11:44| INFO mulis_sld finished [took 45.5250s] 20/11/23 19:11:46| INFO binis_sld finished [took 48.4075s] 20/11/23 19:11:46| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 54.8955s] 20/11/23 19:11:46| INFO Dataset sample 0.80 of dataset imdb_9prevs started 20/11/23 19:12:22| INFO gde finished [took 23.6588s] 20/11/23 19:12:23| INFO doc finished [took 24.7034s] 20/11/23 19:12:23| INFO ref finished [took 28.6837s] 20/11/23 19:12:30| INFO atc_mc finished [took 33.4209s] 20/11/23 19:12:36| INFO mulis_sld finished [took 42.6935s] 20/11/23 19:12:48| INFO binis_sld finished [took 57.9237s] 20/11/23 19:12:48| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 61.9101s] 20/11/23 19:12:48| INFO Dataset sample 0.90 of dataset imdb_9prevs started 20/11/23 19:13:19| INFO gde finished [took 22.9166s] 20/11/23 19:13:21| INFO doc finished [took 25.9356s] 20/11/23 19:13:21| INFO ref finished [took 29.0515s] 20/11/23 19:13:28| INFO atc_mc finished [took 34.1252s] 20/11/23 19:13:32| INFO mulis_sld finished [took 39.8746s] 20/11/23 19:13:40| INFO binis_sld finished [took 49.9334s] 20/11/23 19:13:40| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 52.5409s] ---------------------------------------------------------------------------------------------------- 21/11/23 00:15:54| INFO dataset imdb [pool size: 10] 21/11/23 00:16:03| INFO Dataset sample 0.10 of dataset imdb started 21/11/23 00:17:17| 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 21/11/23 00:17:56| INFO mulis_sld finished [took 111.4706s] 21/11/23 00:18:05| INFO m3wis_sld finished [took 118.6575s] 21/11/23 00:18:12| INFO mulc_sld finished [took 118.9177s] 21/11/23 00:18:13| INFO m3wmc_sld finished [took 112.8797s] 21/11/23 00:18:14| INFO mulmc_sld finished [took 118.4058s] 21/11/23 00:19:36| INFO bin_sld finished [took 209.2490s] 21/11/23 00:19:58| INFO binmc_sld finished [took 225.5438s] 21/11/23 00:20:03| INFO binc_sld finished [took 218.6939s] 21/11/23 00:20:18| INFO mulne_sld finished [took 120.3796s] 21/11/23 00:20:19| INFO m3wne_sld finished [took 119.5312s] 21/11/23 00:20:58| INFO binne_sld finished [took 217.3269s] 21/11/23 00:21:23| INFO ref finished [took 74.4172s] 21/11/23 00:21:32| INFO doc finished [took 67.5641s] 21/11/23 00:21:57| INFO m3wc_sld finished [took 136.5914s] 21/11/23 00:22:14| INFO atc_mc finished [took 111.2188s] 21/11/23 00:23:19| INFO gde finished [took 101.8438s] 21/11/23 00:23:55| INFO m3w_sld finished [took 347.1262s] 21/11/23 00:24:23| INFO mul_sld finished [took 363.8946s] 21/11/23 00:24:51| INFO binis_sld finished [took 286.8722s] 21/11/23 01:04:32| INFO rca finished [took 2609.5007s] 21/11/23 01:05:07| INFO rca_star finished [took 2617.5293s] 21/11/23 01:11:23| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.01585) [took 3300.4598s] 21/11/23 01:12:14| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.01585) [took 3255.7864s] 21/11/23 01:12:14| INFO mul_sld_gs finished [took 3351.7016s] 21/11/23 01:12:35| INFO m3w_sld_gs finished [took 3276.0748s] 21/11/23 01:12:35| INFO Dataset sample 0.10 of dataset imdb finished [took 3391.3885s] 21/11/23 01:12:35| INFO Dataset sample 0.20 of dataset imdb started 21/11/23 01:14:46| INFO mulis_sld finished [took 129.5766s] 21/11/23 01:14:51| INFO m3wis_sld finished [took 132.0216s] 21/11/23 01:14:53| INFO mulc_sld finished [took 126.0178s] 21/11/23 01:15:00| INFO m3wmc_sld finished [took 127.2738s] 21/11/23 01:15:01| INFO mulmc_sld finished [took 129.2745s] 21/11/23 01:16:39| INFO bin_sld finished [took 239.2236s] 21/11/23 01:16:46| INFO binmc_sld finished [took 242.4441s] 21/11/23 01:17:01| INFO binc_sld finished [took 245.2019s] 21/11/23 01:17:33| INFO mulne_sld finished [took 146.3055s] 21/11/23 01:19:01| INFO ref finished [took 83.3406s] 21/11/23 01:19:08| INFO m3wne_sld finished [took 144.2944s] 21/11/23 01:19:17| INFO binne_sld finished [took 267.5369s] 21/11/23 01:19:29| INFO m3wc_sld finished [took 158.1396s] 21/11/23 01:19:57| INFO mul_sld finished [took 289.8101s] 21/11/23 01:19:58| INFO m3w_sld finished [took 298.7746s] 21/11/23 01:21:08| INFO doc finished [took 114.5929s] 21/11/23 01:22:12| INFO gde finished [took 127.1344s] 21/11/23 01:22:19| INFO atc_mc finished [took 193.0006s] 21/11/23 01:22:21| INFO binis_sld finished [took 312.7406s] 21/11/23 01:46:49| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00908) [took 2037.2203s] 21/11/23 01:50:54| INFO bin_sld_gs finished [took 2282.5690s] 21/11/23 02:22:06| INFO rca_star finished [took 3749.6188s] 21/11/23 02:22:15| INFO rca finished [took 3770.7109s] 21/11/23 02:24:41| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00951) [took 4306.7021s] 21/11/23 02:25:37| INFO mul_sld_gs finished [took 4362.6345s] 21/11/23 02:25:41| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00951) [took 4244.7283s] 21/11/23 02:26:04| INFO m3w_sld_gs finished [took 4267.9222s] 21/11/23 02:26:04| INFO Dataset sample 0.20 of dataset imdb finished [took 4409.4937s] 21/11/23 02:26:04| INFO Dataset sample 0.30 of dataset imdb started 21/11/23 02:28:39| INFO mulis_sld finished [took 144.1283s] 21/11/23 02:28:48| INFO mulmc_sld finished [took 140.3543s] 21/11/23 02:28:50| INFO m3wis_sld finished [took 147.7575s] 21/11/23 02:28:55| INFO mulc_sld finished [took 151.6996s] 21/11/23 02:28:57| INFO m3wmc_sld finished [took 144.8626s] 21/11/23 02:29:16| INFO binmc_sld finished [took 173.0366s] 21/11/23 02:29:22| INFO binc_sld finished [took 168.4436s] 21/11/23 02:29:29| INFO bin_sld finished [took 187.6292s] 21/11/23 02:32:11| INFO binne_sld finished [took 205.9138s] 21/11/23 02:32:14| INFO mulne_sld finished [took 187.8578s] 21/11/23 02:32:29| INFO m3wc_sld finished [took 171.1427s] 21/11/23 02:32:33| INFO m3wne_sld finished [took 180.5077s] 21/11/23 02:32:38| INFO m3w_sld finished [took 221.5259s] 21/11/23 02:32:44| INFO binis_sld finished [took 179.1574s] 21/11/23 02:32:44| INFO mul_sld finished [took 214.6865s] 21/11/23 02:34:21| INFO ref finished [took 120.7038s] 21/11/23 02:34:36| INFO doc finished [took 115.6937s] 21/11/23 02:34:48| INFO gde finished [took 116.1011s] 21/11/23 02:35:10| INFO atc_mc finished [took 166.3161s] 21/11/23 03:03:21| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01045) [took 2210.3611s] 21/11/23 03:06:38| INFO bin_sld_gs finished [took 2408.1376s] 21/11/23 03:34:24| INFO rca_star finished [took 3700.6722s] 21/11/23 03:34:37| INFO rca finished [took 3713.7635s] 21/11/23 03:38:32| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00972) [took 4318.5549s] 21/11/23 03:39:35| INFO mul_sld_gs finished [took 4381.3441s] 21/11/23 03:39:35| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00972) [took 4240.1066s] 21/11/23 03:39:59| INFO m3w_sld_gs finished [took 4263.4197s] 21/11/23 03:39:59| INFO Dataset sample 0.30 of dataset imdb finished [took 4434.3696s] 21/11/23 03:39:59| INFO Dataset sample 0.40 of dataset imdb started 21/11/23 03:42:23| INFO bin_sld finished [took 137.5485s] 21/11/23 03:42:26| INFO binmc_sld finished [took 134.8969s] 21/11/23 03:42:34| INFO mulis_sld finished [took 150.1552s] 21/11/23 03:42:36| INFO m3wis_sld finished [took 144.2591s] 21/11/23 03:42:41| INFO mulc_sld finished [took 148.8047s] 21/11/23 03:42:43| INFO m3wmc_sld finished [took 145.5446s] 21/11/23 03:42:46| INFO binc_sld finished [took 146.5231s] 21/11/23 03:42:47| INFO mulmc_sld finished [took 153.4832s] 21/11/23 03:45:34| INFO binne_sld finished [took 186.8245s] 21/11/23 03:45:53| INFO binis_sld finished [took 173.6744s] 21/11/23 03:46:06| INFO m3wc_sld finished [took 188.9566s] 21/11/23 03:46:06| INFO mulne_sld finished [took 206.3996s] 21/11/23 03:46:14| INFO m3w_sld finished [took 215.9909s] 21/11/23 03:46:21| INFO m3wne_sld finished [took 208.2958s] 21/11/23 03:46:39| INFO mul_sld finished [took 227.9321s] 21/11/23 03:47:38| INFO ref finished [took 118.5152s] 21/11/23 03:48:21| INFO doc finished [took 129.5447s] 21/11/23 03:48:22| INFO gde finished [took 113.9130s] 21/11/23 03:48:57| INFO atc_mc finished [took 179.9824s] 21/11/23 04:21:26| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01194) [took 2470.8801s] 21/11/23 04:24:39| INFO bin_sld_gs finished [took 2664.2762s] 21/11/23 04:54:07| INFO rca finished [took 4074.2656s] 21/11/23 04:54:16| INFO rca_star finished [took 4077.6780s] 21/11/23 04:56:10| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01084) [took 4551.0067s] 21/11/23 04:57:11| INFO mul_sld_gs finished [took 4612.0397s] 21/11/23 04:57:25| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01084) [took 4494.4461s] 21/11/23 04:57:48| INFO m3w_sld_gs finished [took 4517.7865s] 21/11/23 04:57:48| INFO Dataset sample 0.40 of dataset imdb finished [took 4669.8543s] 21/11/23 04:57:48| INFO Dataset sample 0.50 of dataset imdb started 21/11/23 05:00:09| INFO binmc_sld finished [took 130.3760s] 21/11/23 05:00:14| INFO binc_sld finished [took 123.5275s] 21/11/23 05:00:15| INFO bin_sld finished [took 138.5294s] 21/11/23 05:00:28| INFO m3wis_sld finished [took 149.5476s] 21/11/23 05:00:31| INFO mulis_sld finished [took 160.2852s] 21/11/23 05:00:36| INFO m3wmc_sld finished [took 149.4937s] 21/11/23 05:00:38| INFO mulmc_sld finished [took 153.0837s] 21/11/23 05:00:41| INFO mulc_sld finished [took 157.6960s] 21/11/23 05:03:13| INFO binne_sld finished [took 179.4831s] 21/11/23 05:03:37| INFO binis_sld finished [took 166.7696s] 21/11/23 05:03:52| INFO mulne_sld finished [took 199.4252s] 21/11/23 05:03:55| INFO m3wne_sld finished [took 191.3662s] 21/11/23 05:03:59| INFO m3w_sld finished [took 218.0147s] 21/11/23 05:04:02| INFO m3wc_sld finished [took 195.2010s] 21/11/23 05:04:24| INFO mul_sld finished [took 229.1055s] 21/11/23 05:05:01| INFO ref finished [took 101.7748s] 21/11/23 05:05:59| INFO gde finished [took 111.8166s] 21/11/23 05:06:09| INFO doc finished [took 129.2897s] 21/11/23 05:06:48| INFO atc_mc finished [took 185.4580s] 21/11/23 05:40:34| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00941) [took 2547.8820s] 21/11/23 05:43:29| INFO bin_sld_gs finished [took 2722.6401s] 21/11/23 06:13:22| INFO rca_star finished [took 4157.0841s] 21/11/23 06:13:35| INFO rca finished [took 4172.6545s] 21/11/23 06:15:08| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00954) [took 4618.9787s] 21/11/23 06:16:01| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00954) [took 4543.1869s] 21/11/23 06:16:03| INFO mul_sld_gs finished [took 4674.1593s] 21/11/23 06:16:24| INFO m3w_sld_gs finished [took 4565.8623s] 21/11/23 06:16:24| INFO Dataset sample 0.50 of dataset imdb finished [took 4715.6460s] 21/11/23 06:16:24| INFO Dataset sample 0.60 of dataset imdb started 21/11/23 06:18:50| INFO bin_sld finished [took 140.5417s] 21/11/23 06:18:52| INFO m3wmc_sld finished [took 130.2317s] 21/11/23 06:18:55| INFO mulis_sld finished [took 148.0533s] 21/11/23 06:18:56| INFO mulmc_sld finished [took 138.9811s] 21/11/23 06:18:58| INFO m3wis_sld finished [took 145.1505s] 21/11/23 06:18:59| INFO binc_sld finished [took 136.8655s] 21/11/23 06:19:04| INFO mulc_sld finished [took 147.2067s] 21/11/23 06:19:13| INFO binmc_sld finished [took 157.9663s] 21/11/23 06:22:04| INFO binne_sld finished [took 192.1222s] 21/11/23 06:22:04| INFO mulne_sld finished [took 180.7315s] 21/11/23 06:22:13| INFO m3wc_sld finished [took 180.8317s] 21/11/23 06:22:14| INFO m3wne_sld finished [took 186.9620s] 21/11/23 06:22:18| INFO binis_sld finished [took 174.8635s] 21/11/23 06:22:27| INFO m3w_sld finished [took 205.9937s] 21/11/23 06:22:52| INFO mul_sld finished [took 226.1500s] 21/11/23 06:24:13| INFO ref finished [took 122.9120s] 21/11/23 06:24:22| INFO doc finished [took 125.0605s] 21/11/23 06:24:23| INFO gde finished [took 109.4642s] 21/11/23 06:24:58| INFO atc_mc finished [took 167.7941s] 21/11/23 06:57:40| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01159) [took 2458.9793s] 21/11/23 07:01:06| INFO bin_sld_gs finished [took 2664.9725s] 21/11/23 07:30:36| INFO rca_star finished [took 4093.8359s] 21/11/23 07:30:47| INFO rca finished [took 4109.6687s] 21/11/23 07:32:52| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00973) [took 4570.3770s] 21/11/23 07:33:58| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00973) [took 4502.9301s] 21/11/23 07:33:59| INFO mul_sld_gs finished [took 4637.4206s] 21/11/23 07:34:23| INFO m3w_sld_gs finished [took 4527.6656s] 21/11/23 07:34:23| INFO Dataset sample 0.60 of dataset imdb finished [took 4678.8574s] 21/11/23 07:34:23| INFO Dataset sample 0.70 of dataset imdb started 21/11/23 07:36:42| INFO mulis_sld finished [took 131.7844s] 21/11/23 07:36:56| INFO m3wis_sld finished [took 141.3817s] 21/11/23 07:37:00| INFO m3wmc_sld finished [took 136.9678s] 21/11/23 07:37:05| INFO mulmc_sld finished [took 144.4901s] 21/11/23 07:37:06| INFO mulc_sld finished [took 148.1544s] 21/11/23 07:37:07| INFO binmc_sld finished [took 149.4850s] 21/11/23 07:37:11| INFO bin_sld finished [took 158.2540s] 21/11/23 07:37:19| INFO binc_sld finished [took 152.7793s] 21/11/23 07:40:03| INFO binne_sld finished [took 197.2204s] 21/11/23 07:40:19| INFO m3wne_sld finished [took 182.5108s] 21/11/23 07:40:23| INFO m3wc_sld finished [took 180.9824s] 21/11/23 07:40:31| INFO mulne_sld finished [took 194.3397s] 21/11/23 07:40:35| INFO binis_sld finished [took 186.0849s] 21/11/23 07:40:46| INFO m3w_sld finished [took 220.5673s] 21/11/23 07:40:56| INFO mul_sld finished [took 218.6468s] 21/11/23 07:42:05| INFO ref finished [took 116.7288s] 21/11/23 07:42:34| INFO doc finished [took 124.7760s] 21/11/23 07:42:43| INFO gde finished [took 110.8043s] 21/11/23 07:43:21| INFO atc_mc finished [took 175.9624s] 21/11/23 08:13:47| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.02135) [took 2345.0672s] 21/11/23 08:16:34| INFO bin_sld_gs finished [took 2511.3658s] 21/11/23 08:44:55| INFO rca_star finished [took 3853.3320s] 21/11/23 08:44:55| INFO rca finished [took 3857.4042s] 21/11/23 08:48:32| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01040) [took 4426.7674s] 21/11/23 08:49:31| INFO mul_sld_gs finished [took 4486.4385s] 21/11/23 08:49:46| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01040) [took 4363.8855s] 21/11/23 08:50:07| INFO m3w_sld_gs finished [took 4385.0148s] 21/11/23 08:50:07| INFO Dataset sample 0.70 of dataset imdb finished [took 4544.0565s] 21/11/23 08:50:07| INFO Dataset sample 0.80 of dataset imdb started 21/11/23 08:52:35| INFO mulis_sld finished [took 142.3618s] 21/11/23 08:52:36| INFO m3wis_sld finished [took 136.9769s] 21/11/23 08:52:41| INFO mulmc_sld finished [took 136.4836s] 21/11/23 08:52:42| INFO mulc_sld finished [took 141.0987s] 21/11/23 08:52:52| INFO m3wmc_sld finished [took 143.9679s] 21/11/23 08:53:55| INFO binmc_sld finished [took 213.9999s] 21/11/23 08:54:09| INFO bin_sld finished [took 232.6996s] 21/11/23 08:54:14| INFO binc_sld finished [took 223.1618s] 21/11/23 08:55:35| INFO mulne_sld finished [took 163.8812s] 21/11/23 08:56:13| INFO m3w_sld finished [took 202.8053s] 21/11/23 08:56:21| INFO mul_sld finished [took 200.1561s] 21/11/23 08:56:46| INFO m3wne_sld finished [took 165.4395s] 21/11/23 08:56:50| INFO binne_sld finished [took 248.6541s] 21/11/23 08:57:07| INFO m3wc_sld finished [took 168.4713s] 21/11/23 08:57:09| INFO ref finished [took 86.3456s] 21/11/23 08:58:07| INFO doc finished [took 100.2370s] 21/11/23 08:58:44| INFO binis_sld finished [took 259.6594s] 21/11/23 08:58:57| INFO atc_mc finished [took 156.3121s] 21/11/23 08:59:02| INFO gde finished [took 106.2881s] 21/11/23 09:27:04| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.01156) [took 2197.4983s] 21/11/23 09:32:01| INFO bin_sld_gs finished [took 2494.4255s] 21/11/23 10:04:51| INFO rca_star finished [took 4074.3294s] 21/11/23 10:04:56| INFO rca finished [took 4084.1699s] 21/11/23 10:06:10| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00717) [took 4540.9922s] 21/11/23 10:07:09| INFO mul_sld_gs finished [took 4600.1104s] 21/11/23 10:07:20| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00717) [took 4478.2247s] 21/11/23 10:07:42| INFO m3w_sld_gs finished [took 4500.5672s] 21/11/23 10:07:42| INFO Dataset sample 0.80 of dataset imdb finished [took 4654.8057s] 21/11/23 10:07:42| INFO Dataset sample 0.90 of dataset imdb started 21/11/23 10:08:53| 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 21/11/23 10:09:48| INFO mulis_sld finished [took 123.5343s] 21/11/23 10:09:51| INFO m3wis_sld finished [took 123.5552s] 21/11/23 10:09:54| INFO mulc_sld finished [took 123.2210s] 21/11/23 10:10:06| INFO m3wmc_sld finished [took 129.3417s] 21/11/23 10:10:13| INFO mulmc_sld finished [took 138.3653s] 21/11/23 10:10:37| INFO bin_sld finished [took 170.0354s] 21/11/23 10:10:40| INFO binc_sld finished [took 159.9478s] 21/11/23 10:10:53| INFO binmc_sld finished [took 182.3695s] 21/11/23 10:11:35| INFO binne_sld finished [took 160.0458s] 21/11/23 10:12:07| INFO ref finished [took 69.6779s] 21/11/23 10:12:15| INFO mulne_sld finished [took 135.2913s] 21/11/23 10:12:39| INFO m3wne_sld finished [took 139.5186s] 21/11/23 10:12:59| INFO m3wc_sld finished [took 137.3895s] 21/11/23 10:13:40| INFO doc finished [took 88.0917s] 21/11/23 10:13:45| INFO atc_mc finished [took 127.5778s] 21/11/23 10:14:00| INFO m3w_sld finished [took 246.7113s] 21/11/23 10:14:02| INFO binis_sld finished [took 196.6686s] 21/11/23 10:14:20| INFO mul_sld finished [took 249.4444s] 21/11/23 10:14:43| INFO gde finished [took 97.7221s] 21/11/23 10:59:52| INFO rca finished [took 2854.1910s] 21/11/23 11:00:19| INFO rca_star finished [took 2856.9970s] 21/11/23 11:06:00| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.00993) [took 3482.0638s] 21/11/23 11:06:55| INFO mul_sld_gs finished [took 3536.8171s] 21/11/23 11:07:05| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.00993) [took 3433.7378s] 21/11/23 11:07:25| INFO m3w_sld_gs finished [took 3454.3248s] 21/11/23 11:07:25| INFO Dataset sample 0.90 of dataset imdb finished [took 3583.1958s] ---------------------------------------------------------------------------------------------------- 21/11/23 12:49:09| INFO dataset rcv1_CCAT [pool size: 10] 21/11/23 12:49:15| INFO Dataset sample 0.10 of dataset rcv1_CCAT started ---------------------------------------------------------------------------------------------------- 21/11/23 12:51:19| INFO dataset rcv1_CCAT [pool size: 10] 21/11/23 12:51:24| INFO Dataset sample 0.10 of dataset rcv1_CCAT started 21/11/23 12:54:47| INFO m3wc_sld finished [took 196.6266s] 21/11/23 12:54:48| INFO m3wne_sld finished [took 200.5098s] 21/11/23 12:54:53| INFO mulis_sld finished [took 190.2711s] 21/11/23 12:55:30| INFO binis_sld finished [took 232.3390s] 21/11/23 12:55:34| INFO m3wis_sld finished [took 217.6735s] 21/11/23 12:55:38| INFO mulc_sld finished [took 208.2281s] 21/11/23 12:56:14| INFO mulmc_sld finished [took 237.9751s] 21/11/23 12:56:15| INFO bin_sld finished [took 266.9560s] 21/11/23 12:56:28| INFO binmc_sld finished [took 266.8258s] 21/11/23 13:00:52| INFO m3wmc_sld finished [took 357.5747s] 21/11/23 13:01:43| INFO binc_sld finished [took 392.3157s] 21/11/23 13:02:20| INFO ref finished [took 335.8482s] 21/11/23 13:02:25| INFO mulne_sld finished [took 361.4735s] 21/11/23 13:02:55| INFO binne_sld finished [took 436.2934s] 21/11/23 13:05:05| INFO m3w_sld finished [took 551.2006s] 21/11/23 13:05:51| INFO mul_sld finished [took 558.5698s] 21/11/23 13:07:30| INFO atc_mc finished [took 389.1109s] 21/11/23 13:07:52| INFO doc finished [took 358.4947s] 21/11/23 13:09:11| INFO gde finished [took 365.8771s] 21/11/23 13:17:54| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00585) [took 1529.1864s] 21/11/23 13:25:51| INFO bin_sld_gs finished [took 2006.0591s] 21/11/23 14:04:10| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00605) [took 4148.2619s] 21/11/23 14:04:42| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00605) [took 4136.4139s] 21/11/23 14:08:29| INFO mul_sld_gs finished [took 4407.1777s] 21/11/23 14:08:50| INFO m3w_sld_gs finished [took 4385.2300s] 21/11/23 14:15:44| INFO rca finished [took 4389.0900s] 21/11/23 14:15:46| INFO rca_star finished [took 4380.9926s] 21/11/23 14:15:46| INFO Dataset sample 0.10 of dataset rcv1_CCAT finished [took 5062.0989s] 21/11/23 14:15:46| INFO Dataset sample 0.20 of dataset rcv1_CCAT started 21/11/23 14:19:18| INFO m3wne_sld finished [took 209.2370s] 21/11/23 14:19:23| INFO m3wc_sld finished [took 209.0010s] 21/11/23 14:19:43| INFO m3wis_sld finished [took 202.4976s] 21/11/23 14:19:44| INFO mulis_sld finished [took 216.6760s] 21/11/23 14:19:46| INFO binis_sld finished [took 225.9242s] 21/11/23 14:20:13| INFO binmc_sld finished [took 226.3895s] 21/11/23 14:20:16| INFO bin_sld finished [took 242.4885s] 21/11/23 14:20:22| INFO mulc_sld finished [took 227.3747s] 21/11/23 14:20:57| INFO mulmc_sld finished [took 255.8821s] 21/11/23 14:25:55| INFO m3wmc_sld finished [took 388.9148s] 21/11/23 14:26:43| INFO ref finished [took 327.8211s] 21/11/23 14:27:04| INFO binc_sld finished [took 428.5380s] 21/11/23 14:27:18| INFO binne_sld finished [took 433.5433s] 21/11/23 14:27:24| INFO mulne_sld finished [took 404.5153s] 21/11/23 14:28:22| INFO m3w_sld finished [took 477.3696s] 21/11/23 14:28:38| INFO mul_sld finished [took 465.2861s] 21/11/23 14:32:46| INFO atc_mc finished [took 398.7857s] 21/11/23 14:32:52| INFO doc finished [took 353.2227s] 21/11/23 14:33:59| INFO gde finished [took 375.0917s] 21/11/23 14:45:54| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00765) [took 1742.4316s] 21/11/23 14:53:48| INFO bin_sld_gs finished [took 2216.5585s] 21/11/23 15:29:32| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00885) [took 4194.7912s] 21/11/23 15:30:56| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00885) [took 4242.9957s] 21/11/23 15:34:15| INFO mul_sld_gs finished [took 4477.9603s] 21/11/23 15:35:15| INFO m3w_sld_gs finished [took 4501.1789s] 21/11/23 15:41:14| INFO rca finished [took 4437.8055s] 21/11/23 15:41:18| INFO rca_star finished [took 4425.3195s] 21/11/23 15:41:18| INFO Dataset sample 0.20 of dataset rcv1_CCAT finished [took 5132.2646s] 21/11/23 15:41:18| INFO Dataset sample 0.30 of dataset rcv1_CCAT started 21/11/23 15:44:40| INFO binis_sld finished [took 185.3271s] 21/11/23 15:45:08| INFO m3wne_sld finished [took 225.9808s] 21/11/23 15:45:12| INFO m3wc_sld finished [took 224.9122s] 21/11/23 15:45:17| INFO m3wis_sld finished [took 198.6263s] 21/11/23 15:45:19| INFO mulis_sld finished [took 217.8250s] 21/11/23 15:45:30| INFO bin_sld finished [took 218.3796s] 21/11/23 15:45:41| INFO binmc_sld finished [took 216.8556s] 21/11/23 15:46:26| INFO mulc_sld finished [took 252.1148s] 21/11/23 15:46:28| INFO mulmc_sld finished [took 247.0350s] 21/11/23 15:50:53| INFO m3wmc_sld finished [took 365.1590s] 21/11/23 15:52:05| INFO ref finished [took 313.9595s] 21/11/23 15:52:12| INFO binc_sld finished [took 407.1139s] 21/11/23 15:52:31| INFO binne_sld finished [took 417.1947s] 21/11/23 15:52:36| INFO mulne_sld finished [took 396.3426s] 21/11/23 15:53:13| INFO m3w_sld finished [took 440.1704s] 21/11/23 15:54:07| INFO mul_sld finished [took 445.2076s] 21/11/23 15:58:14| INFO atc_mc finished [took 425.3155s] 21/11/23 15:58:39| INFO doc finished [took 380.1914s] 21/11/23 15:59:39| INFO gde finished [took 398.4721s] 21/11/23 16:16:53| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00779) [took 2061.6231s] 21/11/23 16:25:07| INFO bin_sld_gs finished [took 2555.9670s] 21/11/23 16:56:57| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.00724) [took 4301.2337s] 21/11/23 16:57:36| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.00724) [took 4313.6177s] 21/11/23 17:01:41| INFO mul_sld_gs finished [took 4585.2778s] 21/11/23 17:02:03| INFO m3w_sld_gs finished [took 4579.8531s] 21/11/23 17:08:39| INFO rca finished [took 4567.3738s] 21/11/23 17:08:46| INFO rca_star finished [took 4558.6572s] 21/11/23 17:08:46| INFO Dataset sample 0.30 of dataset rcv1_CCAT finished [took 5247.6454s] 21/11/23 17:08:46| INFO Dataset sample 0.40 of dataset rcv1_CCAT started 21/11/23 17:12:04| INFO binis_sld finished [took 184.6600s] 21/11/23 17:12:05| INFO m3wc_sld finished [took 193.3712s] 21/11/23 17:12:05| INFO mulis_sld finished [took 179.0054s] 21/11/23 17:12:24| INFO m3wne_sld finished [took 215.1426s] 21/11/23 17:12:37| INFO binmc_sld finished [took 194.7120s] 21/11/23 17:12:38| INFO bin_sld finished [took 206.2741s] 21/11/23 17:13:00| INFO m3wis_sld finished [took 221.4732s] 21/11/23 17:13:16| INFO mulmc_sld finished [took 217.5927s] 21/11/23 17:13:52| INFO mulc_sld finished [took 260.7791s] 21/11/23 17:18:26| INFO m3wmc_sld finished [took 375.1708s] 21/11/23 17:18:53| INFO binc_sld finished [took 384.5582s] 21/11/23 17:19:07| INFO binne_sld finished [took 391.1744s] 21/11/23 17:19:33| INFO ref finished [took 331.5894s] 21/11/23 17:19:43| INFO m3w_sld finished [took 408.0944s] 21/11/23 17:19:48| INFO mulne_sld finished [took 396.5630s] 21/11/23 17:20:05| INFO mul_sld finished [took 398.2566s] 21/11/23 17:25:13| INFO doc finished [took 370.5448s] 21/11/23 17:25:25| INFO atc_mc finished [took 408.3537s] 21/11/23 17:26:00| INFO gde finished [took 369.1184s] 21/11/23 17:46:20| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.01086) [took 2194.7560s] 21/11/23 17:55:00| INFO bin_sld_gs finished [took 2715.2949s] 21/11/23 18:25:03| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.00869) [took 4362.8549s] 21/11/23 18:25:43| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.00869) [took 4377.3857s] 21/11/23 18:29:48| INFO mul_sld_gs finished [took 4647.4839s] 21/11/23 18:30:02| INFO m3w_sld_gs finished [took 4636.4229s] 21/11/23 18:36:22| INFO rca finished [took 4623.5878s] 21/11/23 18:36:28| INFO rca_star finished [took 4607.6113s] 21/11/23 18:36:28| INFO Dataset sample 0.40 of dataset rcv1_CCAT finished [took 5262.3508s] 21/11/23 18:36:28| INFO Dataset sample 0.50 of dataset rcv1_CCAT started 21/11/23 18:39:52| INFO m3wne_sld finished [took 200.9229s] 21/11/23 18:40:23| INFO m3wc_sld finished [took 226.0652s] 21/11/23 18:40:30| INFO mulis_sld finished [took 220.4251s] 21/11/23 18:40:34| INFO binis_sld finished [took 231.4459s] 21/11/23 18:40:35| INFO bin_sld finished [took 217.3232s] 21/11/23 18:40:35| INFO m3wis_sld finished [took 210.8155s] 21/11/23 18:40:40| INFO mulc_sld finished [took 200.7920s] 21/11/23 18:40:45| INFO mulmc_sld finished [took 199.8155s] 21/11/23 18:41:15| INFO binmc_sld finished [took 242.9171s] 21/11/23 18:46:27| INFO m3wmc_sld finished [took 385.0646s] 21/11/23 18:46:58| INFO ref finished [took 316.5508s] 21/11/23 18:47:04| INFO binc_sld finished [took 385.5751s] 21/11/23 18:47:21| INFO binne_sld finished [took 392.9406s] 21/11/23 18:47:49| INFO mulne_sld finished [took 395.1080s] 21/11/23 18:48:19| INFO m3w_sld finished [took 434.3244s] 21/11/23 18:48:34| INFO mul_sld finished [took 426.3324s] 21/11/23 18:53:38| INFO doc finished [took 390.2022s] 21/11/23 18:53:56| INFO atc_mc finished [took 434.8593s] 21/11/23 18:54:48| INFO gde finished [took 402.9942s] 21/11/23 19:14:22| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00681) [took 2208.4475s] 21/11/23 19:22:19| INFO bin_sld_gs finished [took 2685.6423s] 21/11/23 19:52:53| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00623) [took 4342.0127s] 21/11/23 19:53:28| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00623) [took 4351.5351s] 21/11/23 19:57:49| INFO mul_sld_gs finished [took 4637.7850s] 21/11/23 19:57:50| INFO m3w_sld_gs finished [took 4613.9057s] 21/11/23 20:04:37| INFO rca finished [took 4637.4816s] 21/11/23 20:04:55| INFO rca_star finished [took 4642.5593s] 21/11/23 20:04:55| INFO Dataset sample 0.50 of dataset rcv1_CCAT finished [took 5306.5435s] 21/11/23 20:04:55| INFO Dataset sample 0.60 of dataset rcv1_CCAT started 21/11/23 20:08:06| INFO m3wc_sld finished [took 183.4368s] 21/11/23 20:08:29| INFO m3wne_sld finished [took 211.1915s] 21/11/23 20:08:42| INFO m3wis_sld finished [took 191.0091s] 21/11/23 20:08:48| INFO binis_sld finished [took 218.1030s] 21/11/23 20:08:50| INFO mulis_sld finished [took 212.2706s] 21/11/23 20:09:21| INFO bin_sld finished [took 236.9134s] 21/11/23 20:09:25| INFO binmc_sld finished [took 228.6693s] 21/11/23 20:09:39| INFO mulmc_sld finished [took 224.8805s] 21/11/23 20:09:54| INFO mulc_sld finished [took 250.6695s] 21/11/23 20:14:47| INFO m3wmc_sld finished [took 394.8114s] 21/11/23 20:15:24| INFO binc_sld finished [took 394.6836s] 21/11/23 20:15:30| INFO binne_sld finished [took 391.3737s] 21/11/23 20:15:35| INFO ref finished [took 326.2040s] 21/11/23 20:16:49| INFO mulne_sld finished [took 428.0490s] 21/11/23 20:16:55| INFO m3w_sld finished [took 444.4332s] 21/11/23 20:17:42| INFO mul_sld finished [took 465.4966s] 21/11/23 20:21:55| INFO doc finished [took 382.4532s] 21/11/23 20:22:25| INFO atc_mc finished [took 445.8135s] 21/11/23 20:23:28| INFO gde finished [took 388.0293s] 21/11/23 20:42:21| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00551) [took 2178.4410s] 21/11/23 20:49:44| INFO bin_sld_gs finished [took 2622.2350s] 21/11/23 21:20:55| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00569) [took 4337.1547s] 21/11/23 21:21:00| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00569) [took 4314.4186s] 21/11/23 21:25:29| INFO mul_sld_gs finished [took 4611.2209s] 21/11/23 21:25:40| INFO m3w_sld_gs finished [took 4594.1856s] 21/11/23 21:32:15| INFO rca finished [took 4593.2886s] 21/11/23 21:32:31| INFO rca_star finished [took 4599.0356s] 21/11/23 21:32:31| INFO Dataset sample 0.60 of dataset rcv1_CCAT finished [took 5256.0623s] 21/11/23 21:32:31| INFO Dataset sample 0.70 of dataset rcv1_CCAT started 21/11/23 21:36:04| INFO mulis_sld finished [took 188.9080s] 21/11/23 21:36:24| INFO m3wne_sld finished [took 228.9657s] 21/11/23 21:36:27| INFO m3wc_sld finished [took 227.0561s] 21/11/23 21:36:30| INFO binis_sld finished [took 223.2129s] 21/11/23 21:36:44| INFO m3wis_sld finished [took 213.4651s] 21/11/23 21:36:50| INFO binmc_sld finished [took 214.2182s] 21/11/23 21:37:07| INFO bin_sld finished [took 245.8889s] 21/11/23 21:37:36| INFO mulc_sld finished [took 254.0430s] 21/11/23 21:37:45| INFO mulmc_sld finished [took 253.4875s] 21/11/23 21:42:45| INFO m3wmc_sld finished [took 393.0229s] 21/11/23 21:43:16| INFO binc_sld finished [took 393.1787s] 21/11/23 21:43:48| INFO binne_sld finished [took 418.4200s] 21/11/23 21:43:52| INFO ref finished [took 346.6331s] 21/11/23 21:44:18| INFO mulne_sld finished [took 414.0491s] 21/11/23 21:44:40| INFO m3w_sld finished [took 454.9201s] 21/11/23 21:45:24| INFO mul_sld finished [took 448.8616s] 21/11/23 21:49:46| INFO doc finished [took 377.6572s] 21/11/23 21:50:04| INFO atc_mc finished [took 424.5041s] 21/11/23 21:50:54| INFO gde finished [took 383.5231s] 21/11/23 22:07:22| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01165) [took 2020.3595s] 21/11/23 22:15:07| INFO bin_sld_gs finished [took 2485.0383s] 21/11/23 22:48:37| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00799) [took 4323.9647s] 21/11/23 22:48:53| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00799) [took 4315.7725s] 21/11/23 22:52:50| INFO mul_sld_gs finished [took 4576.7145s] 21/11/23 22:53:06| INFO m3w_sld_gs finished [took 4568.6993s] 21/11/23 23:00:53| INFO rca_star finished [took 4601.2824s] 21/11/23 23:00:57| INFO rca finished [took 4614.2083s] 21/11/23 23:00:57| INFO Dataset sample 0.70 of dataset rcv1_CCAT finished [took 5305.8622s] 21/11/23 23:00:57| INFO Dataset sample 0.80 of dataset rcv1_CCAT started 21/11/23 23:04:27| INFO m3wne_sld finished [took 206.9484s] 21/11/23 23:04:55| INFO m3wc_sld finished [took 229.4260s] 21/11/23 23:05:07| INFO mulis_sld finished [took 229.6879s] 21/11/23 23:05:18| INFO m3wis_sld finished [took 226.0338s] 21/11/23 23:05:24| INFO mulc_sld finished [took 215.0732s] 21/11/23 23:05:26| INFO mulmc_sld finished [took 213.0851s] 21/11/23 23:05:37| INFO binis_sld finished [took 265.1999s] 21/11/23 23:05:52| INFO bin_sld finished [took 268.5712s] 21/11/23 23:06:07| INFO binmc_sld finished [took 268.4998s] 21/11/23 23:11:10| INFO m3wmc_sld finished [took 392.5020s] 21/11/23 23:12:01| INFO ref finished [took 332.3662s] 21/11/23 23:12:38| INFO mulne_sld finished [took 397.8490s] 21/11/23 23:13:21| INFO m3w_sld finished [took 452.4670s] 21/11/23 23:13:24| INFO binc_sld finished [took 487.5875s] 21/11/23 23:13:28| INFO mul_sld finished [took 432.4091s] 21/11/23 23:13:32| INFO binne_sld finished [took 482.6751s] 21/11/23 23:17:58| INFO doc finished [took 344.4446s] 21/11/23 23:18:32| INFO atc_mc finished [took 427.6653s] 21/11/23 23:20:22| INFO gde finished [took 393.1416s] 21/11/23 23:31:42| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00899) [took 1781.3736s] 21/11/23 23:42:16| INFO bin_sld_gs finished [took 2414.9537s] 22/11/23 00:14:04| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00875) [took 4140.3600s] 22/11/23 00:15:09| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00875) [took 4169.5044s] 22/11/23 00:18:39| INFO mul_sld_gs finished [took 4415.6828s] 22/11/23 00:19:19| INFO m3w_sld_gs finished [took 4418.9390s] 22/11/23 00:24:39| INFO rca finished [took 4302.3836s] 22/11/23 00:24:51| INFO rca_star finished [took 4275.2244s] 22/11/23 00:24:51| INFO Dataset sample 0.80 of dataset rcv1_CCAT finished [took 5034.4189s] 22/11/23 00:24:51| INFO Dataset sample 0.90 of dataset rcv1_CCAT started 22/11/23 00:28:12| INFO m3wne_sld finished [took 196.8983s] 22/11/23 00:28:41| INFO m3wc_sld finished [took 222.2506s] 22/11/23 00:28:45| INFO mulis_sld finished [took 212.7197s] 22/11/23 00:29:02| INFO m3wis_sld finished [took 215.9806s] 22/11/23 00:29:07| INFO mulc_sld finished [took 206.8745s] 22/11/23 00:29:07| INFO mulmc_sld finished [took 200.5218s] 22/11/23 00:29:51| INFO binis_sld finished [took 286.9601s] 22/11/23 00:30:15| INFO bin_sld finished [took 296.6886s] 22/11/23 00:30:35| INFO binmc_sld finished [took 303.7616s] 22/11/23 00:34:05| INFO m3wmc_sld finished [took 346.5160s] 22/11/23 00:36:18| INFO mulne_sld finished [took 377.1504s] 22/11/23 00:36:21| INFO ref finished [took 330.6925s] 22/11/23 00:36:53| INFO binc_sld finished [took 477.4226s] 22/11/23 00:37:15| INFO binne_sld finished [took 485.6467s] 22/11/23 00:38:35| INFO m3w_sld finished [took 549.9768s] 22/11/23 00:39:35| INFO mul_sld finished [took 546.0321s] 22/11/23 00:41:10| INFO atc_mc finished [took 412.7536s] 22/11/23 00:42:40| INFO doc finished [took 369.5493s] 22/11/23 00:44:07| INFO gde finished [took 397.7040s] 22/11/23 00:52:18| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.00600) [took 1579.8876s] 22/11/23 00:59:22| INFO bin_sld_gs finished [took 2004.4674s] 22/11/23 01:35:10| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00749) [took 3982.4330s] 22/11/23 01:36:13| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00749) [took 4015.9827s] 22/11/23 01:40:39| INFO mul_sld_gs finished [took 4311.6553s] 22/11/23 01:41:23| INFO m3w_sld_gs finished [took 4325.4477s] 22/11/23 01:42:47| INFO rca finished [took 3966.9963s] 22/11/23 01:42:48| INFO rca_star finished [took 3941.6003s] 22/11/23 01:42:48| INFO Dataset sample 0.90 of dataset rcv1_CCAT finished [took 4676.7846s] ---------------------------------------------------------------------------------------------------- 22/11/23 02:04:01| INFO dataset cifar10_dog [pool size: 10] 22/11/23 02:04:01| INFO Dataset sample 0.10 of dataset cifar10_dog started 22/11/23 02:14:17| INFO m3w_sld finished [took 608.8702s] 22/11/23 02:14:26| INFO mul_sld finished [took 618.9848s] 22/11/23 02:14:26| INFO mulc_sld finished [took 613.5371s] 22/11/23 02:14:34| INFO m3wc_sld finished [took 617.4834s] 22/11/23 02:14:42| INFO m3wmc_sld finished [took 618.5396s] 22/11/23 02:14:43| INFO mulmc_sld finished [took 622.3506s] 22/11/23 02:17:03| INFO bin_sld finished [took 776.7543s] 22/11/23 02:17:12| INFO binne_sld finished [took 765.5150s] 22/11/23 02:17:19| INFO binc_sld finished [took 787.3335s] 22/11/23 02:17:23| INFO binmc_sld finished [took 784.7911s] 22/11/23 02:24:36| INFO ref finished [took 427.6408s] 22/11/23 02:25:28| INFO mulne_sld finished [took 659.4631s] 22/11/23 02:25:44| INFO m3wne_sld finished [took 667.7363s] 22/11/23 02:25:48| INFO mulis_sld finished [took 662.5440s] 22/11/23 02:25:59| INFO m3wis_sld finished [took 663.0551s] 22/11/23 02:26:46| INFO atc_mc finished [took 551.2621s] 22/11/23 02:28:08| INFO binis_sld finished [took 810.2192s] 22/11/23 02:32:51| INFO doc finished [took 482.8792s] 22/11/23 02:34:29| INFO gde finished [took 509.0790s] 22/11/23 02:50:13| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.16709) [took 2114.6955s] 22/11/23 02:59:38| INFO bin_sld_gs finished [took 2680.4334s] 22/11/23 03:18:31| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.12241) [took 3675.5341s] 22/11/23 03:18:39| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.12241) [took 3675.6244s] 22/11/23 03:23:14| INFO mul_sld_gs finished [took 3959.2981s] 22/11/23 03:23:25| INFO m3w_sld_gs finished [took 3961.7121s] 22/11/23 03:47:33| INFO rca_star finished [took 4896.3411s] 22/11/23 03:48:13| INFO rca finished [took 4952.5905s] 22/11/23 03:51:28| INFO mandoline finished [took 5118.4235s] 22/11/23 03:51:28| INFO Dataset sample 0.10 of dataset cifar10_dog finished [took 6446.5961s] 22/11/23 03:51:28| INFO Dataset sample 0.20 of dataset cifar10_dog started 22/11/23 04:01:48| INFO mul_sld finished [took 613.8672s] 22/11/23 04:01:49| INFO m3w_sld finished [took 613.8427s] 22/11/23 04:01:59| INFO m3wc_sld finished [took 615.6431s] 22/11/23 04:02:09| INFO mulc_sld finished [took 630.3407s] 22/11/23 04:02:15| INFO m3wmc_sld finished [took 625.8067s] 22/11/23 04:02:16| INFO mulmc_sld finished [took 628.8186s] 22/11/23 04:04:33| INFO binc_sld finished [took 776.7925s] 22/11/23 04:04:39| INFO bin_sld finished [took 786.4419s] 22/11/23 04:04:43| INFO binmc_sld finished [took 778.1190s] 22/11/23 04:04:55| INFO binne_sld finished [took 782.2513s] 22/11/23 04:12:12| INFO ref finished [took 437.4041s] 22/11/23 04:13:12| INFO m3wne_sld finished [took 671.1279s] 22/11/23 04:13:21| INFO mulne_sld finished [took 682.3828s] 22/11/23 04:13:52| INFO m3wis_sld finished [took 684.8241s] 22/11/23 04:13:54| INFO mulis_sld finished [took 692.0316s] 22/11/23 04:14:25| INFO atc_mc finished [took 559.7792s] 22/11/23 04:16:19| INFO binis_sld finished [took 848.2185s] 22/11/23 04:20:28| INFO doc finished [took 485.3333s] 22/11/23 04:22:49| INFO gde finished [took 526.6790s] 22/11/23 04:33:42| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.04296) [took 1872.9748s] 22/11/23 05:07:37| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.06855) [took 3772.4296s] 22/11/23 05:07:52| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.06855) [took 3781.2594s] 22/11/23 05:12:15| INFO bin_sld_gs finished [took 4185.6382s] 22/11/23 05:15:16| INFO mul_sld_gs finished [took 4231.7005s] 22/11/23 05:15:22| INFO m3w_sld_gs finished [took 4231.5261s] 22/11/23 05:37:21| INFO rca_star finished [took 5030.6111s] 22/11/23 05:37:59| INFO rca finished [took 5077.1804s] 22/11/23 05:41:15| INFO mandoline finished [took 5230.5453s] 22/11/23 05:41:15| INFO Dataset sample 0.20 of dataset cifar10_dog finished [took 6587.4038s] 22/11/23 05:41:15| INFO Dataset sample 0.30 of dataset cifar10_dog started 22/11/23 05:51:45| INFO mulmc_sld finished [took 610.4681s] 22/11/23 05:51:46| INFO mulc_sld finished [took 618.2436s] 22/11/23 05:51:48| INFO m3wmc_sld finished [took 611.5975s] 22/11/23 05:51:50| INFO mul_sld finished [took 628.6196s] 22/11/23 05:51:50| INFO m3wc_sld finished [took 621.0739s] 22/11/23 05:51:56| INFO m3w_sld finished [took 633.6129s] 22/11/23 05:54:13| INFO bin_sld finished [took 773.6402s] 22/11/23 05:54:35| INFO binmc_sld finished [took 783.7538s] 22/11/23 05:54:35| INFO binne_sld finished [took 778.7784s] 22/11/23 05:54:48| INFO binc_sld finished [took 803.8325s] 22/11/23 06:02:13| INFO ref finished [took 446.2583s] 22/11/23 06:03:02| INFO mulne_sld finished [took 666.3386s] 22/11/23 06:03:02| INFO m3wne_sld finished [took 664.6691s] 22/11/23 06:03:18| INFO m3wis_sld finished [took 675.5088s] 22/11/23 06:03:35| INFO mulis_sld finished [took 692.5243s] 22/11/23 06:04:22| INFO atc_mc finished [took 562.8785s] 22/11/23 06:06:07| INFO binis_sld finished [took 846.3399s] 22/11/23 06:10:29| INFO doc finished [took 485.3990s] 22/11/23 06:11:38| INFO gde finished [took 491.8759s] 22/11/23 06:24:06| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.04487) [took 1917.9571s] 22/11/23 06:33:56| INFO bin_sld_gs finished [took 2508.1629s] 22/11/23 06:55:31| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.03634) [took 3668.1752s] 22/11/23 06:56:09| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.03634) [took 3683.7813s] 22/11/23 07:02:01| INFO mul_sld_gs finished [took 4058.1223s] 22/11/23 07:02:41| INFO m3w_sld_gs finished [took 4074.8946s] 22/11/23 07:25:17| INFO rca_star finished [took 4924.9923s] 22/11/23 07:25:49| INFO rca finished [took 4955.8367s] 22/11/23 07:29:07| INFO mandoline finished [took 5118.9174s] 22/11/23 07:29:07| INFO Dataset sample 0.30 of dataset cifar10_dog finished [took 6471.4994s] 22/11/23 07:29:07| INFO Dataset sample 0.40 of dataset cifar10_dog started 22/11/23 07:39:32| INFO mul_sld finished [took 619.0302s] 22/11/23 07:39:41| INFO m3wmc_sld finished [took 610.7686s] 22/11/23 07:39:41| INFO m3w_sld finished [took 626.2320s] 22/11/23 07:39:51| INFO mulmc_sld finished [took 625.4114s] 22/11/23 07:39:55| INFO mulc_sld finished [took 637.8961s] 22/11/23 07:40:14| INFO m3wc_sld finished [took 652.4620s] 22/11/23 07:42:14| INFO bin_sld finished [took 781.9905s] 22/11/23 07:42:17| INFO binmc_sld finished [took 772.4682s] 22/11/23 07:42:18| INFO binc_sld finished [took 781.7311s] 22/11/23 07:42:36| INFO binne_sld finished [took 785.2096s] 22/11/23 07:49:54| INFO ref finished [took 443.9182s] 22/11/23 07:50:57| INFO mulne_sld finished [took 674.4018s] 22/11/23 07:51:18| INFO m3wne_sld finished [took 686.2742s] 22/11/23 07:51:35| INFO mulis_sld finished [took 692.0935s] 22/11/23 07:51:59| INFO m3wis_sld finished [took 711.6127s] 22/11/23 07:52:05| INFO atc_mc finished [took 555.9847s] 22/11/23 07:54:29| INFO binis_sld finished [took 876.3718s] 22/11/23 07:58:26| INFO doc finished [took 500.3376s] 22/11/23 08:00:25| INFO gde finished [took 520.9511s] 22/11/23 08:10:12| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.03806) [took 1786.2873s] 22/11/23 08:19:40| INFO bin_sld_gs finished [took 2354.1484s] 22/11/23 08:41:36| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.02311) [took 3546.9487s] 22/11/23 08:41:38| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.02311) [took 3554.2054s] 22/11/23 08:46:26| INFO m3w_sld_gs finished [took 3837.4147s] 22/11/23 08:46:30| INFO mul_sld_gs finished [took 3846.1114s] 22/11/23 09:10:43| INFO rca_star finished [took 4754.4271s] 22/11/23 09:11:25| INFO rca finished [took 4818.2524s] 22/11/23 09:14:57| INFO mandoline finished [took 4968.7182s] 22/11/23 09:14:57| INFO Dataset sample 0.40 of dataset cifar10_dog finished [took 6350.5544s] 22/11/23 09:14:57| INFO Dataset sample 0.50 of dataset cifar10_dog started 22/11/23 09:25:18| INFO mul_sld finished [took 613.7114s] 22/11/23 09:25:29| INFO m3wmc_sld finished [took 610.6643s] 22/11/23 09:25:30| INFO m3w_sld finished [took 624.8665s] 22/11/23 09:25:35| INFO mulc_sld finished [took 627.7778s] 22/11/23 09:25:36| INFO mulmc_sld finished [took 620.5300s] 22/11/23 09:26:04| INFO m3wc_sld finished [took 652.3475s] 22/11/23 09:28:07| INFO binmc_sld finished [took 773.8107s] 22/11/23 09:28:08| INFO bin_sld finished [took 785.5053s] 22/11/23 09:28:26| INFO binne_sld finished [took 785.0050s] 22/11/23 09:28:34| INFO binc_sld finished [took 806.3349s] 22/11/23 09:35:54| INFO ref finished [took 438.0337s] 22/11/23 09:37:01| INFO mulne_sld finished [took 691.4127s] 22/11/23 09:37:14| INFO mulis_sld finished [took 686.2120s] 22/11/23 09:37:15| INFO m3wne_sld finished [took 695.7929s] 22/11/23 09:37:22| INFO m3wis_sld finished [took 694.6133s] 22/11/23 09:38:02| INFO atc_mc finished [took 555.7139s] 22/11/23 09:39:46| INFO binis_sld finished [took 843.3247s] 22/11/23 09:44:17| INFO doc finished [took 492.4518s] 22/11/23 09:45:58| INFO gde finished [took 512.6360s] 22/11/23 09:55:14| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.01411) [took 1737.0047s] 22/11/23 10:05:00| INFO bin_sld_gs finished [took 2323.2845s] 22/11/23 10:28:13| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.02461) [took 3594.6107s] 22/11/23 10:28:27| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.02461) [took 3608.0139s] 22/11/23 10:33:09| INFO mul_sld_gs finished [took 3889.2213s] 22/11/23 10:33:09| INFO m3w_sld_gs finished [took 3890.4416s] 22/11/23 10:56:41| INFO rca_star finished [took 4759.1108s] 22/11/23 10:57:50| INFO rca finished [took 4837.0933s] 22/11/23 11:01:13| INFO mandoline finished [took 5019.8748s] 22/11/23 11:01:13| INFO Dataset sample 0.50 of dataset cifar10_dog finished [took 6375.5320s] 22/11/23 11:01:13| INFO Dataset sample 0.60 of dataset cifar10_dog started 22/11/23 11:11:43| INFO mul_sld finished [took 622.4048s] 22/11/23 11:12:00| INFO m3wc_sld finished [took 632.7561s] 22/11/23 11:12:02| INFO m3w_sld finished [took 640.6965s] 22/11/23 11:12:09| INFO mulc_sld finished [took 645.4290s] 22/11/23 11:12:10| INFO mulmc_sld finished [took 639.0624s] 22/11/23 11:12:36| INFO m3wmc_sld finished [took 661.0043s] 22/11/23 11:14:23| INFO binc_sld finished [took 779.7207s] 22/11/23 11:14:26| INFO bin_sld finished [took 788.3661s] 22/11/23 11:14:28| INFO binne_sld finished [took 771.7005s] 22/11/23 11:14:30| INFO binmc_sld finished [took 780.3229s] 22/11/23 11:22:12| INFO ref finished [took 452.2619s] 22/11/23 11:23:22| INFO mulne_sld finished [took 687.4685s] 22/11/23 11:23:34| INFO m3wne_sld finished [took 684.2222s] 22/11/23 11:23:48| INFO mulis_sld finished [took 687.5756s] 22/11/23 11:23:50| INFO atc_mc finished [took 546.2102s] 22/11/23 11:24:06| INFO m3wis_sld finished [took 706.2839s] 22/11/23 11:26:28| INFO binis_sld finished [took 854.0778s] 22/11/23 11:30:24| INFO doc finished [took 480.1948s] 22/11/23 11:32:31| INFO gde finished [took 511.9361s] 22/11/23 11:41:08| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.04057) [took 1698.2559s] 22/11/23 11:50:53| INFO bin_sld_gs finished [took 2283.9304s] 22/11/23 12:14:17| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.03740) [took 3579.5109s] 22/11/23 12:14:48| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.03740) [took 3612.9347s] 22/11/23 12:19:18| INFO m3w_sld_gs finished [took 3880.3757s] 22/11/23 12:19:36| INFO mul_sld_gs finished [took 3901.0627s] 22/11/23 12:43:00| INFO rca finished [took 4766.8171s] 22/11/23 12:43:02| INFO rca_star finished [took 4756.7437s] 22/11/23 12:46:44| INFO mandoline finished [took 4963.0674s] 22/11/23 12:46:44| INFO Dataset sample 0.60 of dataset cifar10_dog finished [took 6331.1851s] 22/11/23 12:46:44| INFO Dataset sample 0.70 of dataset cifar10_dog started 22/11/23 12:57:10| INFO mul_sld finished [took 620.5097s] 22/11/23 12:57:10| INFO mulmc_sld finished [took 607.9533s] 22/11/23 12:57:24| INFO m3w_sld finished [took 632.3942s] 22/11/23 12:57:29| INFO m3wmc_sld finished [took 624.8000s] 22/11/23 12:57:36| INFO mulc_sld finished [took 640.0806s] 22/11/23 12:57:46| INFO m3wc_sld finished [took 647.2483s] 22/11/23 12:59:39| INFO bin_sld finished [took 770.0241s] 22/11/23 12:59:55| INFO binmc_sld finished [took 774.1739s] 22/11/23 13:00:02| INFO binc_sld finished [took 788.5950s] 22/11/23 13:00:23| INFO binne_sld finished [took 795.6978s] 22/11/23 13:07:42| INFO ref finished [took 448.2068s] 22/11/23 13:08:36| INFO m3wne_sld finished [took 673.7944s] 22/11/23 13:08:50| INFO mulne_sld finished [took 689.0938s] 22/11/23 13:09:17| INFO mulis_sld finished [took 695.7729s] 22/11/23 13:09:29| INFO m3wis_sld finished [took 701.9773s] 22/11/23 13:09:45| INFO atc_mc finished [took 549.9233s] 22/11/23 13:12:05| INFO binis_sld finished [took 868.2681s] 22/11/23 13:16:04| INFO doc finished [took 490.7117s] 22/11/23 13:18:07| INFO gde finished [took 519.7809s] 22/11/23 13:25:47| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.08821) [took 1665.6849s] 22/11/23 13:35:09| INFO bin_sld_gs finished [took 2227.7741s] 22/11/23 13:58:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.09539) [took 3544.4101s] 22/11/23 13:58:57| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.09539) [took 3530.0299s] 22/11/23 14:03:40| INFO m3w_sld_gs finished [took 3813.6738s] 22/11/23 14:03:45| INFO mul_sld_gs finished [took 3835.9622s] 22/11/23 14:27:19| INFO rca_star finished [took 4699.3097s] 22/11/23 14:28:36| INFO rca finished [took 4788.4544s] 22/11/23 14:31:54| INFO mandoline finished [took 4933.0900s] 22/11/23 14:31:54| INFO Dataset sample 0.70 of dataset cifar10_dog finished [took 6309.6321s] 22/11/23 14:31:54| INFO Dataset sample 0.80 of dataset cifar10_dog started 22/11/23 14:42:14| INFO m3w_sld finished [took 613.0722s] 22/11/23 14:42:22| INFO mul_sld finished [took 620.5582s] 22/11/23 14:42:23| INFO m3wc_sld finished [took 616.8784s] 22/11/23 14:42:38| INFO mulmc_sld finished [took 626.9553s] 22/11/23 14:42:50| INFO mulc_sld finished [took 644.2777s] 22/11/23 14:42:53| INFO m3wmc_sld finished [took 639.7235s] 22/11/23 14:45:06| INFO binc_sld finished [took 782.6383s] 22/11/23 14:45:06| INFO bin_sld finished [took 787.8876s] 22/11/23 14:45:08| INFO binmc_sld finished [took 779.1338s] 22/11/23 14:45:18| INFO binne_sld finished [took 781.0382s] 22/11/23 14:52:54| INFO ref finished [took 453.9218s] 22/11/23 14:53:45| INFO m3wne_sld finished [took 671.2650s] 22/11/23 14:54:00| INFO mulne_sld finished [took 697.9210s] 22/11/23 14:54:02| INFO mulis_sld finished [took 672.5176s] 22/11/23 14:54:52| INFO atc_mc finished [took 563.0307s] 22/11/23 14:55:01| INFO m3wis_sld finished [took 718.2600s] 22/11/23 14:56:29| INFO binis_sld finished [took 835.0938s] 22/11/23 15:01:20| INFO doc finished [took 494.1024s] 22/11/23 15:02:49| INFO gde finished [took 515.2017s] 22/11/23 15:09:51| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.14432) [took 1604.9898s] 22/11/23 15:19:13| INFO bin_sld_gs finished [took 2167.1805s] 22/11/23 15:43:55| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.09222) [took 3518.0085s] 22/11/23 15:44:02| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.09222) [took 3526.2828s] 22/11/23 15:51:20| INFO m3w_sld_gs finished [took 3963.6694s] 22/11/23 15:51:28| INFO mul_sld_gs finished [took 3972.1147s] 22/11/23 16:13:28| INFO rca_star finished [took 4756.3929s] 22/11/23 16:14:31| INFO rca finished [took 4835.8547s] 22/11/23 16:17:57| INFO mandoline finished [took 4973.6949s] 22/11/23 16:17:57| INFO Dataset sample 0.80 of dataset cifar10_dog finished [took 6363.6032s] 22/11/23 16:17:57| INFO Dataset sample 0.90 of dataset cifar10_dog started 22/11/23 16:28:15| INFO mul_sld finished [took 610.7921s] 22/11/23 16:28:27| INFO m3wmc_sld finished [took 609.4004s] 22/11/23 16:28:30| INFO m3w_sld finished [took 624.7984s] 22/11/23 16:28:37| INFO mulc_sld finished [took 627.8362s] 22/11/23 16:28:48| INFO mulmc_sld finished [took 633.3178s] 22/11/23 16:28:50| INFO m3wc_sld finished [took 638.0985s] 22/11/23 16:30:57| INFO binc_sld finished [took 771.0519s] 22/11/23 16:31:17| INFO binne_sld finished [took 775.5187s] 22/11/23 16:31:20| INFO bin_sld finished [took 797.1809s] 22/11/23 16:31:25| INFO binmc_sld finished [took 791.5543s] 22/11/23 16:38:58| INFO ref finished [took 447.4417s] 22/11/23 16:39:56| INFO mulne_sld finished [took 690.0453s] 22/11/23 16:40:11| INFO m3wne_sld finished [took 692.7897s] 22/11/23 16:40:12| INFO m3wis_sld finished [took 674.0822s] 22/11/23 16:40:14| INFO mulis_sld finished [took 686.2101s] 22/11/23 16:41:08| INFO atc_mc finished [took 571.2935s] 22/11/23 16:42:42| INFO binis_sld finished [took 840.8234s] 22/11/23 16:47:26| INFO doc finished [took 495.2123s] 22/11/23 16:48:54| INFO gde finished [took 510.9028s] 22/11/23 16:57:55| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.19821) [took 1730.8946s] 22/11/23 17:07:35| INFO bin_sld_gs finished [took 2310.7076s] 22/11/23 17:30:32| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.10589) [took 3542.3907s] 22/11/23 17:30:34| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.10589) [took 3566.1132s] 22/11/23 17:35:15| INFO m3w_sld_gs finished [took 3825.8292s] 22/11/23 17:35:16| INFO mul_sld_gs finished [took 3848.3973s] 22/11/23 17:59:43| INFO rca_star finished [took 4761.7472s] 22/11/23 18:00:40| INFO rca finished [took 4832.6412s] 22/11/23 18:04:02| INFO mandoline finished [took 5019.1897s] 22/11/23 18:04:02| INFO Dataset sample 0.90 of dataset cifar10_dog finished [took 6364.7331s] ---------------------------------------------------------------------------------------------------- 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] ---------------------------------------------------------------------------------------------------- 22/11/23 21:34:29| INFO dataset rcv1_GCAT [pool size: 10] 22/11/23 21:34:34| INFO Dataset sample 0.10 of dataset rcv1_GCAT started 22/11/23 21:36:48| INFO mulc_sld finished [took 112.8084s] 22/11/23 21:37:02| INFO binne_sld finished [took 96.0149s] 22/11/23 21:37:21| INFO bin_sld finished [took 164.0656s] 22/11/23 21:37:37| INFO binc_sld finished [took 166.3021s] 22/11/23 21:37:42| INFO m3w_sld finished [took 178.1518s] 22/11/23 21:37:57| INFO m3wc_sld finished [took 176.7652s] 22/11/23 21:38:03| INFO binmc_sld finished [took 174.2003s] 22/11/23 21:38:07| INFO m3wmc_sld finished [took 167.4303s] 22/11/23 21:38:17| INFO mulmc_sld finished [took 183.7776s] 22/11/23 21:38:33| 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 22/11/23 21:39:15| INFO mul_sld finished [took 275.2884s] 22/11/23 21:40:36| INFO mulne_sld finished [took 223.4173s] 22/11/23 21:40:41| INFO m3wne_sld finished [took 214.6766s] 22/11/23 21:41:23| INFO binis_sld finished [took 236.6607s] 22/11/23 21:41:53| INFO m3wis_sld finished [took 244.2287s] 22/11/23 21:42:01| INFO mulis_sld finished [took 258.6646s] 22/11/23 21:42:20| INFO ref finished [took 237.6574s] 22/11/23 21:42:51| INFO atc_mc finished [took 252.8951s] 22/11/23 21:43:19| INFO doc finished [took 233.1199s] 22/11/23 21:46:18| INFO gde finished [took 288.0360s] 22/11/23 22:21:31| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00589) [took 2596.9217s] 22/11/23 22:27:49| INFO m3w_sld_gs finished [took 2974.5469s] 22/11/23 22:29:48| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00754) [took 3099.6747s] 22/11/23 22:34:03| INFO mul_sld_gs finished [took 3354.7404s] 22/11/23 22:43:23| INFO rca finished [took 3760.5542s] 22/11/23 22:43:27| INFO rca_star finished [took 3758.0984s] 22/11/23 22:52:44| INFO mandoline finished [took 4243.1679s] 22/11/23 22:52:44| INFO Dataset sample 0.10 of dataset rcv1_GCAT finished [took 4689.9850s] 22/11/23 22:52:44| INFO Dataset sample 0.20 of dataset rcv1_GCAT started 22/11/23 22:54:59| INFO m3w_sld finished [took 123.9110s] 22/11/23 22:55:23| INFO m3wmc_sld finished [took 112.3163s] 22/11/23 22:55:54| INFO mulc_sld finished [took 168.5599s] 22/11/23 22:55:56| INFO bin_sld finished [took 189.1257s] 22/11/23 22:56:11| INFO m3wc_sld finished [took 180.5087s] 22/11/23 22:56:13| INFO mulmc_sld finished [took 167.7909s] 22/11/23 22:56:35| INFO mul_sld finished [took 224.8312s] 22/11/23 22:56:50| INFO binmc_sld finished [took 211.3909s] 22/11/23 22:57:02| INFO binc_sld finished [took 242.1542s] 22/11/23 22:57:28| INFO binne_sld finished [took 228.1177s] 22/11/23 22:59:01| INFO mulne_sld finished [took 236.1188s] 22/11/23 22:59:33| INFO m3wne_sld finished [took 243.0177s] 22/11/23 23:00:15| INFO mulis_sld finished [took 250.2579s] 22/11/23 23:00:59| INFO m3wis_sld finished [took 283.9276s] 22/11/23 23:02:10| INFO ref finished [took 301.8968s] 22/11/23 23:02:43| INFO binis_sld finished [took 403.9164s] 22/11/23 23:02:55| INFO atc_mc finished [took 317.1908s] 22/11/23 23:04:48| INFO doc finished [took 336.0960s] 22/11/23 23:08:01| INFO gde finished [took 412.1785s] 22/11/23 23:26:28| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00815) [took 1805.6920s] 22/11/23 23:35:01| INFO bin_sld_gs finished [took 2318.8880s] 22/11/23 23:47:01| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00601) [took 3003.0418s] 22/11/23 23:53:48| INFO m3w_sld_gs finished [took 3409.7680s] 22/11/23 23:58:24| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00664) [took 3704.1129s] 23/11/23 00:03:03| INFO mul_sld_gs finished [took 3983.0059s] 23/11/23 00:11:36| INFO rca finished [took 4313.4684s] 23/11/23 00:11:57| INFO rca_star finished [took 4293.5614s] 23/11/23 00:21:07| INFO mandoline finished [took 4726.9787s] 23/11/23 00:21:07| INFO Dataset sample 0.20 of dataset rcv1_GCAT finished [took 5303.1089s] 23/11/23 00:21:07| INFO Dataset sample 0.30 of dataset rcv1_GCAT started 23/11/23 00:23:36| INFO bin_sld finished [took 145.6711s] 23/11/23 00:23:50| INFO mul_sld finished [took 156.5291s] 23/11/23 00:24:06| INFO m3wc_sld finished [took 151.1949s] 23/11/23 00:24:20| INFO m3w_sld finished [took 182.1882s] 23/11/23 00:24:37| INFO mulmc_sld finished [took 169.5278s] 23/11/23 00:24:37| INFO mulc_sld finished [took 188.3250s] 23/11/23 00:24:45| INFO m3wmc_sld finished [took 170.5893s] 23/11/23 00:24:53| INFO binc_sld finished [took 208.7789s] 23/11/23 00:25:15| INFO binmc_sld finished [took 212.4442s] 23/11/23 00:25:36| INFO binne_sld finished [took 214.4027s] 23/11/23 00:28:06| INFO m3wne_sld finished [took 248.6475s] 23/11/23 00:28:15| INFO mulne_sld finished [took 274.3995s] 23/11/23 00:29:17| INFO binis_sld finished [took 305.6829s] 23/11/23 00:29:35| INFO mulis_sld finished [took 310.4270s] 23/11/23 00:29:36| INFO m3wis_sld finished [took 294.4840s] 23/11/23 00:30:13| INFO ref finished [took 287.0932s] 23/11/23 00:31:27| INFO atc_mc finished [took 340.7483s] 23/11/23 00:34:40| INFO doc finished [took 383.3839s] 23/11/23 00:36:36| INFO gde finished [took 409.9112s] 23/11/23 00:55:13| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00490) [took 1825.5924s] 23/11/23 01:04:34| INFO bin_sld_gs finished [took 2386.4699s] 23/11/23 01:16:08| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00440) [took 3068.9067s] 23/11/23 01:22:53| INFO m3w_sld_gs finished [took 3473.1336s] 23/11/23 01:28:08| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00594) [took 3794.0099s] 23/11/23 01:33:00| INFO mul_sld_gs finished [took 4086.0298s] 23/11/23 01:41:19| INFO rca finished [took 4375.4077s] 23/11/23 01:41:47| INFO rca_star finished [took 4338.1818s] 23/11/23 01:50:07| INFO mandoline finished [took 4811.4837s] 23/11/23 01:50:07| INFO Dataset sample 0.30 of dataset rcv1_GCAT finished [took 5339.4115s] 23/11/23 01:50:07| INFO Dataset sample 0.40 of dataset rcv1_GCAT started 23/11/23 01:52:32| INFO mul_sld finished [took 138.6964s] 23/11/23 01:52:42| INFO binmc_sld finished [took 118.8183s] 23/11/23 01:53:16| INFO bin_sld finished [took 186.9648s] 23/11/23 01:53:18| INFO m3w_sld finished [took 180.4965s] 23/11/23 01:53:35| INFO mulc_sld finished [took 185.2010s] 23/11/23 01:53:42| INFO m3wc_sld finished [took 186.5945s] 23/11/23 01:53:48| INFO binc_sld finished [took 203.7633s] 23/11/23 01:54:00| INFO mulmc_sld finished [took 188.5804s] 23/11/23 01:54:02| INFO m3wmc_sld finished [took 186.1040s] 23/11/23 01:54:19| INFO binne_sld finished [took 193.5205s] 23/11/23 01:57:20| INFO mulne_sld finished [took 283.4118s] 23/11/23 01:57:23| INFO m3wne_sld finished [took 273.0946s] 23/11/23 01:58:14| INFO binis_sld finished [took 292.3694s] 23/11/23 01:58:36| INFO mulis_sld finished [took 309.1338s] 23/11/23 01:58:37| INFO m3wis_sld finished [took 295.2486s] 23/11/23 01:58:48| INFO ref finished [took 276.1728s] 23/11/23 01:59:19| INFO atc_mc finished [took 288.4264s] 23/11/23 02:03:57| INFO doc finished [took 385.1058s] 23/11/23 02:05:20| INFO gde finished [took 393.2409s] 23/11/23 02:27:37| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00614) [took 2028.0871s] 23/11/23 02:36:39| INFO bin_sld_gs finished [took 2569.9734s] 23/11/23 02:48:17| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00993) [took 3251.0350s] 23/11/23 02:54:51| INFO m3w_sld_gs finished [took 3645.3533s] 23/11/23 02:59:31| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00941) [took 3935.2930s] 23/11/23 03:04:17| INFO mul_sld_gs finished [took 4221.0505s] 23/11/23 03:12:58| INFO rca finished [took 4516.4737s] 23/11/23 03:13:06| INFO rca_star finished [took 4483.1967s] 23/11/23 03:21:25| INFO mandoline finished [took 4947.7152s] 23/11/23 03:21:25| INFO Dataset sample 0.40 of dataset rcv1_GCAT finished [took 5478.7012s] 23/11/23 03:21:25| INFO Dataset sample 0.50 of dataset rcv1_GCAT started 23/11/23 03:23:54| INFO m3wc_sld finished [took 123.4242s] 23/11/23 03:24:02| INFO binne_sld finished [took 101.6171s] 23/11/23 03:24:26| INFO mul_sld finished [took 174.9225s] 23/11/23 03:24:35| INFO bin_sld finished [took 187.1493s] 23/11/23 03:24:38| INFO m3w_sld finished [took 182.5754s] 23/11/23 03:25:01| INFO binc_sld finished [took 198.3217s] 23/11/23 03:25:01| INFO mulc_sld finished [took 194.8039s] 23/11/23 03:25:01| INFO mulmc_sld finished [took 175.9365s] 23/11/23 03:25:02| INFO binmc_sld finished [took 182.6846s] 23/11/23 03:25:12| INFO m3wmc_sld finished [took 181.3298s] 23/11/23 03:28:14| INFO m3wne_sld finished [took 247.5791s] 23/11/23 03:28:17| INFO mulne_sld finished [took 259.2525s] 23/11/23 03:29:05| INFO binis_sld finished [took 274.6988s] 23/11/23 03:29:17| INFO m3wis_sld finished [took 273.1238s] 23/11/23 03:29:44| INFO mulis_sld finished [took 305.0479s] 23/11/23 03:30:04| INFO ref finished [took 288.4313s] 23/11/23 03:30:30| INFO atc_mc finished [took 308.1164s] 23/11/23 03:34:14| INFO doc finished [took 352.5695s] 23/11/23 03:35:38| INFO gde finished [took 369.6149s] 23/11/23 03:59:35| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.00771) [took 2070.9172s] 23/11/23 04:08:42| INFO bin_sld_gs finished [took 2617.5335s] 23/11/23 04:20:11| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01081) [took 3299.4980s] 23/11/23 04:26:44| INFO m3w_sld_gs finished [took 3691.6684s] 23/11/23 04:31:14| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00984) [took 3966.4093s] 23/11/23 04:36:00| INFO mul_sld_gs finished [took 4251.8393s] 23/11/23 04:44:01| INFO rca finished [took 4531.7059s] 23/11/23 04:44:04| INFO rca_star finished [took 4490.5718s] 23/11/23 04:52:34| INFO mandoline finished [took 4962.2563s] 23/11/23 04:52:34| INFO Dataset sample 0.50 of dataset rcv1_GCAT finished [took 5468.8259s] 23/11/23 04:52:34| INFO Dataset sample 0.60 of dataset rcv1_GCAT started 23/11/23 04:55:01| INFO bin_sld finished [took 144.0595s] 23/11/23 04:55:28| INFO mul_sld finished [took 167.8121s] 23/11/23 04:55:28| INFO m3wmc_sld finished [took 125.7167s] 23/11/23 04:55:46| INFO mulmc_sld finished [took 149.1885s] 23/11/23 04:55:47| INFO m3w_sld finished [took 182.6407s] 23/11/23 04:55:59| INFO m3wc_sld finished [took 177.5114s] 23/11/23 04:56:06| INFO mulc_sld finished [took 189.9281s] 23/11/23 04:56:14| INFO binc_sld finished [took 201.9833s] 23/11/23 04:56:27| INFO binmc_sld finished [took 196.8645s] 23/11/23 04:56:52| INFO binne_sld finished [took 200.5036s] 23/11/23 05:00:01| INFO mulne_sld finished [took 294.1153s] 23/11/23 05:00:40| INFO binis_sld finished [took 298.8081s] 23/11/23 05:00:40| INFO m3wne_sld finished [took 306.9090s] 23/11/23 05:00:57| INFO m3wis_sld finished [took 299.8159s] 23/11/23 05:01:04| INFO ref finished [took 269.9141s] 23/11/23 05:01:04| INFO mulis_sld finished [took 312.9913s] 23/11/23 05:02:12| INFO atc_mc finished [took 312.2775s] 23/11/23 05:05:37| INFO doc finished [took 328.0233s] 23/11/23 05:07:09| INFO gde finished [took 357.8822s] 23/11/23 05:29:17| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00627) [took 1987.6431s] 23/11/23 05:37:37| INFO bin_sld_gs finished [took 2488.0053s] 23/11/23 05:50:19| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01229) [took 3238.0258s] 23/11/23 05:56:53| INFO m3w_sld_gs finished [took 3632.0745s] 23/11/23 06:01:48| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00819) [took 3933.4633s] 23/11/23 06:06:33| INFO mul_sld_gs finished [took 4219.1265s] 23/11/23 06:15:26| INFO rca finished [took 4476.3215s] 23/11/23 06:15:46| INFO rca_star finished [took 4485.8745s] 23/11/23 06:23:49| INFO mandoline finished [took 4951.1512s] 23/11/23 06:23:49| INFO Dataset sample 0.60 of dataset rcv1_GCAT finished [took 5475.1173s] 23/11/23 06:23:49| INFO Dataset sample 0.70 of dataset rcv1_GCAT started 23/11/23 06:26:11| INFO m3wc_sld finished [took 113.1275s] 23/11/23 06:26:30| INFO bin_sld finished [took 157.4282s] 23/11/23 06:27:00| INFO mulmc_sld finished [took 145.9059s] 23/11/23 06:27:03| INFO m3w_sld finished [took 181.3428s] 23/11/23 06:27:03| INFO binne_sld finished [took 136.0397s] 23/11/23 06:27:21| INFO mul_sld finished [took 205.8250s] 23/11/23 06:27:24| INFO mulc_sld finished [took 190.7913s] 23/11/23 06:27:27| INFO binc_sld finished [took 200.6486s] 23/11/23 06:27:33| INFO m3wmc_sld finished [took 172.5961s] 23/11/23 06:27:43| INFO binmc_sld finished [took 195.6124s] 23/11/23 06:30:14| INFO mulne_sld finished [took 238.3181s] 23/11/23 06:31:03| INFO m3wne_sld finished [took 267.1602s] 23/11/23 06:31:57| INFO binis_sld finished [took 291.8508s] 23/11/23 06:32:18| INFO m3wis_sld finished [took 300.8481s] 23/11/23 06:32:19| INFO ref finished [took 273.6646s] 23/11/23 06:32:19| INFO mulis_sld finished [took 307.2863s] 23/11/23 06:33:09| INFO atc_mc finished [took 317.2321s] 23/11/23 06:35:40| INFO doc finished [took 316.9275s] 23/11/23 06:38:52| INFO gde finished [took 386.7398s] 23/11/23 06:59:57| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00808) [took 1947.3141s] 23/11/23 07:08:53| INFO bin_sld_gs finished [took 2482.8990s] 23/11/23 07:22:16| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00629) [took 3275.3714s] 23/11/23 07:28:30| INFO m3w_sld_gs finished [took 3650.2281s] 23/11/23 07:34:07| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00804) [took 3992.4250s] 23/11/23 07:38:58| INFO mul_sld_gs finished [took 4283.6629s] 23/11/23 07:46:38| INFO rca finished [took 4524.7161s] 23/11/23 07:46:43| INFO rca_star finished [took 4475.9282s] 23/11/23 07:55:08| INFO mandoline finished [took 4950.5132s] 23/11/23 07:55:08| INFO Dataset sample 0.70 of dataset rcv1_GCAT finished [took 5479.0312s] 23/11/23 07:55:08| INFO Dataset sample 0.80 of dataset rcv1_GCAT started 23/11/23 07:57:37| INFO binc_sld finished [took 130.9016s] 23/11/23 07:57:44| INFO m3wmc_sld finished [took 104.5716s] 23/11/23 07:58:27| INFO bin_sld finished [took 195.4231s] 23/11/23 07:58:30| INFO m3w_sld finished [took 189.7865s] 23/11/23 07:58:35| INFO binmc_sld finished [took 167.5330s] 23/11/23 07:58:38| INFO mul_sld finished [took 203.0345s] 23/11/23 07:58:51| INFO mulc_sld finished [took 198.5127s] 23/11/23 07:58:52| INFO m3wc_sld finished [took 193.2545s] 23/11/23 07:59:17| INFO mulmc_sld finished [took 202.2999s] 23/11/23 07:59:31| INFO binne_sld finished [took 201.1753s] 23/11/23 08:01:28| INFO m3wne_sld finished [took 216.0797s] 23/11/23 08:02:29| INFO mulne_sld finished [took 285.2282s] 23/11/23 08:03:52| INFO m3wis_sld finished [took 306.1422s] 23/11/23 08:03:55| INFO mulis_sld finished [took 316.0859s] 23/11/23 08:04:04| INFO binis_sld finished [took 330.8790s] 23/11/23 08:04:41| INFO ref finished [took 316.7293s] 23/11/23 08:05:26| INFO atc_mc finished [took 340.8150s] 23/11/23 08:07:16| INFO doc finished [took 337.5698s] 23/11/23 08:10:40| INFO gde finished [took 387.3998s] 23/11/23 08:29:27| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00509) [took 1831.9703s] 23/11/23 08:37:23| INFO bin_sld_gs finished [took 2308.5443s] 23/11/23 08:52:58| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00680) [took 3230.5024s] 23/11/23 08:59:48| INFO m3w_sld_gs finished [took 3640.1590s] 23/11/23 09:05:51| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00484) [took 4009.9591s] 23/11/23 09:10:10| INFO mul_sld_gs finished [took 4269.6410s] 23/11/23 09:18:08| INFO rca finished [took 4528.0385s] 23/11/23 09:18:23| INFO rca_star finished [took 4460.2231s] 23/11/23 09:26:52| INFO mandoline finished [took 4945.2029s] 23/11/23 09:26:52| INFO Dataset sample 0.80 of dataset rcv1_GCAT finished [took 5503.8863s] 23/11/23 09:26:52| INFO Dataset sample 0.90 of dataset rcv1_GCAT started 23/11/23 09:26:55| WARNING Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 23/11/23 09:27:07| WARNING Method binc_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 23/11/23 09:27:20| WARNING Method binmc_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 23/11/23 09:27:38| WARNING Method binne_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 23/11/23 09:27:56| WARNING Method binis_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 23/11/23 09:29:24| INFO m3w_sld finished [took 141.9110s] 23/11/23 09:29:30| 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 23/11/23 09:29:50| INFO m3wne_sld finished [took 122.0063s] 23/11/23 09:29:55| INFO mul_sld finished [took 177.0101s] 23/11/23 09:29:57| INFO m3wc_sld finished [took 162.0885s] 23/11/23 09:30:06| INFO mulc_sld finished [took 175.9993s] 23/11/23 09:30:09| INFO m3wmc_sld finished [took 159.5524s] 23/11/23 09:30:19| INFO mulmc_sld finished [took 173.9560s] 23/11/23 09:30:31| INFO mulne_sld finished [took 168.5298s] 23/11/23 09:30:34| INFO mulis_sld finished [took 154.7073s] 23/11/23 09:31:17| INFO m3wis_sld finished [took 191.9050s] 23/11/23 09:33:46| INFO ref finished [took 224.9475s] 23/11/23 09:34:19| INFO doc finished [took 245.9693s] 23/11/23 09:34:25| INFO gde finished [took 226.0489s] 23/11/23 09:34:58| INFO atc_mc finished [took 291.0834s] 23/11/23 10:14:47| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.00574) [took 2711.9409s] 23/11/23 10:17:10| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00518) [took 2834.3475s] 23/11/23 10:20:13| INFO mul_sld_gs finished [took 3038.0639s] 23/11/23 10:21:54| INFO m3w_sld_gs finished [took 3118.1396s] 23/11/23 10:34:41| INFO rca finished [took 3864.2338s] 23/11/23 10:34:46| INFO rca_star finished [took 3860.7736s] 23/11/23 10:43:48| INFO mandoline finished [took 4381.0875s] 23/11/23 10:43:48| INFO Dataset sample 0.90 of dataset rcv1_GCAT finished [took 4615.2780s]