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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]
----------------------------------------------------------------------------------------------------
23/11/23 15:16:50| INFO dataset rcv1_CCAT [pool size: 10]
23/11/23 15:16:55| INFO Dataset sample 0.10 of dataset rcv1_CCAT started
23/11/23 15:40:15| INFO binmc_kde finished [took 1337.5735s]
23/11/23 15:43:12| INFO m3w_kde finished [took 1561.1538s]
23/11/23 15:44:32| INFO bin_kde finished [took 1652.9838s]
23/11/23 15:45:55| INFO binc_kde finished [took 1711.9234s]
23/11/23 15:46:05| INFO binne_kde finished [took 1637.2318s]
23/11/23 15:50:17| INFO mul_kde finished [took 1993.0660s]
23/11/23 15:50:20| INFO m3wmc_kde finished [took 1914.9408s]
23/11/23 15:50:34| INFO mulc_kde finished [took 1976.5433s]
23/11/23 15:51:28| INFO m3wc_kde finished [took 2021.3709s]
23/11/23 15:51:38| INFO ref finished [took 77.3027s]
23/11/23 15:51:45| INFO atc_mc finished [took 80.2824s]
23/11/23 15:51:52| INFO doc finished [took 73.0344s]
23/11/23 15:52:38| INFO mulmc_kde finished [took 2067.6085s]
23/11/23 16:02:34| INFO binis_kde finished [took 1078.0868s]
23/11/23 16:04:57| INFO mulne_kde finished [took 1477.6631s]
23/11/23 16:05:18| INFO m3wne_kde finished [took 1321.7208s]
23/11/23 16:06:07| INFO m3wis_kde finished [took 1195.5465s]
23/11/23 16:07:11| INFO mulis_kde finished [took 1271.7126s]
23/11/23 16:07:11| INFO Dataset sample 0.10 of dataset rcv1_CCAT finished [took 3015.4073s]
23/11/23 16:07:11| INFO Dataset sample 0.20 of dataset rcv1_CCAT started
23/11/23 16:29:55| INFO bin_kde finished [took 1361.1465s]
23/11/23 16:29:55| INFO binmc_kde finished [took 1294.2354s]
23/11/23 16:30:13| INFO binc_kde finished [took 1355.3329s]
23/11/23 16:31:53| INFO m3wmc_kde finished [took 1376.0827s]
23/11/23 16:31:54| INFO binne_kde finished [took 1355.2683s]
23/11/23 16:38:05| INFO m3w_kde finished [took 1837.0246s]
23/11/23 16:38:06| INFO mul_kde finished [took 1847.3069s]
23/11/23 16:38:43| INFO mulc_kde finished [took 1851.7539s]
23/11/23 16:39:33| INFO ref finished [took 83.6734s]
23/11/23 16:39:47| INFO atc_mc finished [took 91.2254s]
23/11/23 16:39:53| INFO doc finished [took 63.5124s]
23/11/23 16:41:07| INFO m3wc_kde finished [took 1978.6550s]
23/11/23 16:41:10| INFO mulmc_kde finished [took 1948.7836s]
23/11/23 16:46:10| INFO binis_kde finished [took 946.1116s]
23/11/23 16:50:53| INFO m3wis_kde finished [took 1119.3532s]
23/11/23 16:51:04| INFO m3wne_kde finished [took 1257.7605s]
23/11/23 16:51:58| INFO mulis_kde finished [took 1193.2335s]
23/11/23 16:53:17| INFO mulne_kde finished [took 1398.5109s]
23/11/23 16:53:17| INFO Dataset sample 0.20 of dataset rcv1_CCAT finished [took 2766.6825s]
23/11/23 16:53:17| INFO Dataset sample 0.30 of dataset rcv1_CCAT started
23/11/23 17:12:41| INFO bin_kde finished [took 1160.3037s]
23/11/23 17:15:29| INFO binc_kde finished [took 1300.3027s]
23/11/23 17:16:10| INFO binne_kde finished [took 1234.3724s]
23/11/23 17:18:00| INFO binmc_kde finished [took 1400.3620s]
23/11/23 17:23:48| INFO m3w_kde finished [took 1811.5755s]
23/11/23 17:27:32| INFO mul_kde finished [took 2045.7490s]
23/11/23 17:28:47| INFO mulc_kde finished [took 2085.1094s]
23/11/23 17:28:56| INFO ref finished [took 77.1205s]
23/11/23 17:29:03| INFO m3wc_kde finished [took 2082.6004s]
23/11/23 17:29:37| INFO m3wmc_kde finished [took 2066.1209s]
23/11/23 17:30:14| INFO doc finished [took 73.2333s]
23/11/23 17:30:19| INFO atc_mc finished [took 86.2682s]
23/11/23 17:31:07| INFO mulmc_kde finished [took 2175.0990s]
23/11/23 17:32:21| INFO binis_kde finished [took 961.1550s]
23/11/23 17:37:41| INFO m3wne_kde finished [took 1326.2162s]
23/11/23 17:37:48| INFO mulne_kde finished [took 1501.7124s]
23/11/23 17:40:41| INFO mulis_kde finished [took 1355.9725s]
23/11/23 17:42:50| INFO m3wis_kde finished [took 1136.5640s]
23/11/23 17:42:50| INFO Dataset sample 0.30 of dataset rcv1_CCAT finished [took 2972.2057s]
23/11/23 17:42:50| INFO Dataset sample 0.40 of dataset rcv1_CCAT started
23/11/23 18:02:10| INFO bin_kde finished [took 1157.1904s]
23/11/23 18:04:21| INFO binmc_kde finished [took 1227.0944s]
23/11/23 18:06:38| INFO binc_kde finished [took 1401.9698s]
23/11/23 18:07:04| INFO binne_kde finished [took 1334.8716s]
23/11/23 18:12:53| INFO m3wc_kde finished [took 1750.2074s]
23/11/23 18:15:38| INFO mul_kde finished [took 1959.7971s]
23/11/23 18:15:55| INFO m3w_kde finished [took 1968.6697s]
23/11/23 18:16:52| INFO atc_mc finished [took 54.6940s]
23/11/23 18:16:56| INFO m3wmc_kde finished [took 1944.2103s]
23/11/23 18:16:59| INFO ref finished [took 77.8715s]
23/11/23 18:17:39| INFO doc finished [took 43.8137s]
23/11/23 18:18:02| INFO mulc_kde finished [took 2073.4100s]
23/11/23 18:18:54| INFO mulmc_kde finished [took 2081.0975s]
23/11/23 18:21:10| INFO binis_kde finished [took 868.3321s]
23/11/23 18:26:21| INFO m3wne_kde finished [took 1316.8466s]
23/11/23 18:26:57| INFO mulne_kde finished [took 1484.8247s]
23/11/23 18:29:49| INFO mulis_kde finished [took 1357.9865s]
23/11/23 18:30:10| INFO m3wis_kde finished [took 1032.2616s]
23/11/23 18:30:10| INFO Dataset sample 0.40 of dataset rcv1_CCAT finished [took 2839.9414s]
23/11/23 18:30:10| INFO Dataset sample 0.50 of dataset rcv1_CCAT started
23/11/23 18:51:35| INFO binne_kde finished [took 1144.1824s]
23/11/23 18:52:09| INFO binmc_kde finished [took 1243.0766s]
23/11/23 18:52:27| INFO bin_kde finished [took 1334.0501s]
23/11/23 18:53:20| INFO binc_kde finished [took 1363.3183s]
23/11/23 19:02:12| INFO m3wmc_kde finished [took 1805.4562s]
23/11/23 19:04:22| INFO m3w_kde finished [took 2036.1553s]
23/11/23 19:05:12| INFO mul_kde finished [took 2094.7460s]
23/11/23 19:05:41| INFO ref finished [took 74.9381s]
23/11/23 19:06:33| INFO doc finished [took 46.3921s]
23/11/23 19:06:44| INFO atc_mc finished [took 88.0613s]
23/11/23 19:07:08| INFO mulc_kde finished [took 2174.3775s]
23/11/23 19:07:33| INFO m3wc_kde finished [took 2183.8982s]
23/11/23 19:08:49| INFO binis_kde finished [took 969.7053s]
23/11/23 19:09:20| INFO mulmc_kde finished [took 2253.3522s]
23/11/23 19:16:41| INFO mulis_kde finished [took 1385.9680s]
23/11/23 19:18:03| INFO m3wne_kde finished [took 1546.2222s]
23/11/23 19:18:44| INFO mulne_kde finished [took 1624.2415s]
23/11/23 19:21:32| INFO m3wis_kde finished [took 1154.4551s]
23/11/23 19:21:32| INFO Dataset sample 0.50 of dataset rcv1_CCAT finished [took 3081.9271s]
23/11/23 19:21:32| INFO Dataset sample 0.60 of dataset rcv1_CCAT started
23/11/23 19:40:43| INFO bin_kde finished [took 1148.1581s]
23/11/23 19:43:46| INFO binmc_kde finished [took 1265.1515s]
23/11/23 19:44:05| INFO binc_kde finished [took 1326.4370s]
23/11/23 19:44:14| INFO binne_kde finished [took 1232.0657s]
23/11/23 19:49:30| INFO m3w_kde finished [took 1661.8928s]
23/11/23 19:54:37| INFO m3wmc_kde finished [took 1875.8123s]
23/11/23 19:55:02| INFO mul_kde finished [took 2002.3107s]
23/11/23 19:55:44| INFO m3wc_kde finished [took 1996.8488s]
23/11/23 19:56:02| INFO ref finished [took 79.5554s]
23/11/23 19:56:35| INFO atc_mc finished [took 88.9428s]
23/11/23 19:56:55| INFO doc finished [took 67.8470s]
23/11/23 19:57:51| INFO mulmc_kde finished [took 2089.8208s]
23/11/23 19:58:26| INFO binis_kde finished [took 853.6881s]
23/11/23 19:59:00| INFO mulc_kde finished [took 2205.8052s]
23/11/23 20:06:49| INFO m3wne_kde finished [took 1377.4000s]
23/11/23 20:07:24| INFO mulne_kde finished [took 1597.4391s]
23/11/23 20:08:04| INFO mulis_kde finished [took 1418.6447s]
23/11/23 20:08:53| INFO m3wis_kde finished [took 1159.5293s]
23/11/23 20:08:53| INFO Dataset sample 0.60 of dataset rcv1_CCAT finished [took 2841.5354s]
23/11/23 20:08:53| INFO Dataset sample 0.70 of dataset rcv1_CCAT started
23/11/23 20:29:01| INFO binmc_kde finished [took 1131.1116s]
23/11/23 20:31:44| INFO bin_kde finished [took 1367.5833s]
23/11/23 20:32:24| INFO binc_kde finished [took 1383.8557s]
23/11/23 20:32:35| INFO binne_kde finished [took 1284.6004s]
23/11/23 20:36:47| INFO m3w_kde finished [took 1656.2636s]
23/11/23 20:42:33| INFO m3wmc_kde finished [took 1901.9232s]
23/11/23 20:42:48| INFO mul_kde finished [took 2026.2925s]
23/11/23 20:43:45| INFO m3wc_kde finished [took 2034.2894s]
23/11/23 20:43:57| INFO ref finished [took 78.9510s]
23/11/23 20:44:19| INFO atc_mc finished [took 86.8642s]
23/11/23 20:44:45| INFO doc finished [took 55.0507s]
23/11/23 20:45:56| INFO mulc_kde finished [took 2184.8473s]
23/11/23 20:46:12| INFO mulmc_kde finished [took 2139.2499s]
23/11/23 20:48:03| INFO binis_kde finished [took 933.5429s]
23/11/23 20:55:11| INFO mulis_kde finished [took 1342.9898s]
23/11/23 20:55:39| INFO mulne_kde finished [took 1592.8868s]
23/11/23 20:56:03| INFO m3wne_kde finished [took 1454.2069s]
23/11/23 20:56:59| INFO m3wis_kde finished [took 1205.5744s]
23/11/23 20:56:59| INFO Dataset sample 0.70 of dataset rcv1_CCAT finished [took 2885.8894s]
23/11/23 20:56:59| INFO Dataset sample 0.80 of dataset rcv1_CCAT started
23/11/23 21:18:38| INFO binmc_kde finished [took 1220.6099s]
23/11/23 21:20:39| INFO binc_kde finished [took 1391.6751s]
23/11/23 21:21:28| INFO bin_kde finished [took 1464.7901s]
23/11/23 21:22:53| INFO binne_kde finished [took 1424.1633s]
23/11/23 21:27:21| INFO m3wc_kde finished [took 1764.8204s]
23/11/23 21:29:54| INFO mulmc_kde finished [took 1878.7668s]
23/11/23 21:30:01| INFO m3w_kde finished [took 1965.2306s]
23/11/23 21:30:25| INFO mul_kde finished [took 1997.4075s]
23/11/23 21:30:51| INFO ref finished [took 52.6049s]
23/11/23 21:31:23| INFO atc_mc finished [took 77.0412s]
23/11/23 21:31:24| INFO doc finished [took 53.2133s]
23/11/23 21:31:59| INFO m3wmc_kde finished [took 1985.7035s]
23/11/23 21:33:51| INFO mulc_kde finished [took 2169.3534s]
23/11/23 21:37:29| INFO binis_kde finished [took 953.3547s]
23/11/23 21:42:29| INFO m3wne_kde finished [took 1303.1472s]
23/11/23 21:42:46| INFO mulne_kde finished [took 1442.0899s]
23/11/23 21:44:09| INFO mulis_kde finished [took 1269.8525s]
23/11/23 21:45:10| INFO m3wis_kde finished [took 1062.1402s]
23/11/23 21:45:10| INFO Dataset sample 0.80 of dataset rcv1_CCAT finished [took 2891.0815s]
23/11/23 21:45:10| INFO Dataset sample 0.90 of dataset rcv1_CCAT started
23/11/23 22:08:31| INFO binne_kde finished [took 1271.1950s]
23/11/23 22:10:02| INFO binc_kde finished [took 1465.5578s]
23/11/23 22:15:29| INFO bin_kde finished [took 1815.5886s]
23/11/23 22:16:20| INFO binmc_kde finished [took 1797.1960s]
23/11/23 22:20:03| INFO m3w_kde finished [took 2077.6018s]
23/11/23 22:20:16| INFO m3wmc_kde finished [took 2002.7728s]
23/11/23 22:21:13| INFO mulmc_kde finished [took 2075.5377s]
23/11/23 22:21:43| INFO mul_kde finished [took 2185.7706s]
23/11/23 22:21:50| INFO m3wc_kde finished [took 2141.4655s]
23/11/23 22:22:26| INFO ref finished [took 122.9782s]
23/11/23 22:22:34| INFO doc finished [took 47.3158s]
23/11/23 22:22:51| INFO atc_mc finished [took 91.4667s]
23/11/23 22:23:35| INFO mulc_kde finished [took 2263.6269s]
23/11/23 22:33:28| INFO m3wne_kde finished [took 1398.8580s]
23/11/23 22:34:12| INFO binis_kde finished [took 1118.8186s]
23/11/23 22:34:25| INFO mulne_kde finished [took 1550.8881s]
23/11/23 22:38:17| INFO mulis_kde finished [took 1312.6862s]
23/11/23 22:38:28| INFO m3wis_kde finished [took 1099.6641s]
23/11/23 22:38:28| INFO Dataset sample 0.90 of dataset rcv1_CCAT finished [took 3197.4873s]
----------------------------------------------------------------------------------------------------
23/11/23 22:58:05| INFO dataset rcv1_CCAT [pool size: 10]
23/11/23 22:58:10| INFO Dataset sample 0.10 of dataset rcv1_CCAT started
23/11/23 23:01:48| INFO ref finished [took 173.6784s]
23/11/23 23:01:49| INFO m3w_sld finished [took 206.7811s]
23/11/23 23:02:02| INFO doc finished [took 165.0709s]
23/11/23 23:02:06| INFO bin_sld finished [took 232.9454s]
23/11/23 23:02:07| INFO atc_mc finished [took 183.4324s]
23/11/23 23:02:26| INFO mul_sld finished [took 248.7928s]
23/11/23 23:15:18| INFO bin_kde finished [took 1009.8577s]
23/11/23 23:17:07| INFO m3w_kde finished [took 1101.3094s]
23/11/23 23:18:18| INFO mul_kde finished [took 1181.7599s]
23/11/23 23:18:18| INFO Dataset sample 0.10 of dataset rcv1_CCAT finished [took 1207.6458s]
23/11/23 23:18:18| INFO Dataset sample 0.20 of dataset rcv1_CCAT started
23/11/23 23:22:26| INFO m3w_sld finished [took 235.6228s]
23/11/23 23:22:32| INFO mul_sld finished [took 247.9597s]
23/11/23 23:22:34| INFO bin_sld finished [took 253.1929s]
23/11/23 23:22:37| INFO ref finished [took 208.8381s]
23/11/23 23:22:40| INFO doc finished [took 192.9710s]
23/11/23 23:22:44| INFO atc_mc finished [took 201.4423s]
23/11/23 23:32:33| INFO bin_kde finished [took 834.8286s]
23/11/23 23:35:22| INFO m3w_kde finished [took 986.0598s]
23/11/23 23:35:43| INFO mul_kde finished [took 1016.9145s]
23/11/23 23:35:43| INFO Dataset sample 0.20 of dataset rcv1_CCAT finished [took 1045.5277s]
23/11/23 23:35:43| INFO Dataset sample 0.30 of dataset rcv1_CCAT started
23/11/23 23:40:06| INFO doc finished [took 190.3238s]
23/11/23 23:40:11| INFO m3w_sld finished [took 255.8221s]
23/11/23 23:40:11| INFO ref finished [took 219.4048s]
23/11/23 23:40:15| INFO bin_sld finished [took 268.2121s]
23/11/23 23:40:18| INFO mul_sld finished [took 267.9378s]
23/11/23 23:40:20| INFO atc_mc finished [took 216.9841s]
23/11/23 23:49:22| INFO bin_kde finished [took 798.0772s]
23/11/23 23:53:29| INFO m3w_kde finished [took 1030.3455s]
23/11/23 23:54:37| INFO mul_kde finished [took 1105.8305s]
23/11/23 23:54:37| INFO Dataset sample 0.30 of dataset rcv1_CCAT finished [took 1134.1435s]
23/11/23 23:54:37| INFO Dataset sample 0.40 of dataset rcv1_CCAT started
23/11/23 23:58:51| INFO doc finished [took 189.1197s]
23/11/23 23:58:54| INFO ref finished [took 213.1440s]
23/11/23 23:58:57| INFO m3w_sld finished [took 249.5346s]
23/11/23 23:58:57| INFO atc_mc finished [took 205.8971s]
23/11/23 23:58:59| INFO bin_sld finished [took 259.0204s]
23/11/23 23:59:08| INFO mul_sld finished [took 265.1373s]
24/11/23 00:07:52| INFO bin_kde finished [took 776.4543s]
24/11/23 00:12:17| INFO mul_kde finished [took 1033.9869s]
24/11/23 00:12:35| INFO m3w_kde finished [took 1045.0568s]
24/11/23 00:12:35| INFO Dataset sample 0.40 of dataset rcv1_CCAT finished [took 1077.5057s]
24/11/23 00:12:35| INFO Dataset sample 0.50 of dataset rcv1_CCAT started
24/11/23 00:16:52| INFO doc finished [took 186.0535s]
24/11/23 00:16:58| INFO mul_sld finished [took 255.6817s]
24/11/23 00:17:01| INFO m3w_sld finished [took 253.3373s]
24/11/23 00:17:01| INFO bin_sld finished [took 262.8927s]
24/11/23 00:17:02| INFO ref finished [took 217.9274s]
24/11/23 00:17:10| INFO atc_mc finished [took 214.1680s]
24/11/23 00:26:01| INFO bin_kde finished [took 785.5630s]
24/11/23 00:31:17| INFO m3w_kde finished [took 1087.6129s]
24/11/23 00:32:21| INFO mul_kde finished [took 1158.7544s]
24/11/23 00:32:21| INFO Dataset sample 0.50 of dataset rcv1_CCAT finished [took 1186.4855s]
24/11/23 00:32:21| INFO Dataset sample 0.60 of dataset rcv1_CCAT started
24/11/23 00:36:32| INFO m3w_sld finished [took 239.4283s]
24/11/23 00:36:34| INFO atc_mc finished [took 199.9196s]
24/11/23 00:36:36| INFO ref finished [took 212.6480s]
24/11/23 00:36:38| INFO doc finished [took 193.5641s]
24/11/23 00:36:39| INFO bin_sld finished [took 254.2082s]
24/11/23 00:36:45| INFO mul_sld finished [took 257.2018s]
24/11/23 00:45:17| INFO bin_kde finished [took 757.5460s]
24/11/23 00:50:05| INFO m3w_kde finished [took 1030.3972s]
24/11/23 00:50:13| INFO mul_kde finished [took 1046.9631s]
24/11/23 00:50:13| INFO Dataset sample 0.60 of dataset rcv1_CCAT finished [took 1071.8945s]
24/11/23 00:50:13| INFO Dataset sample 0.70 of dataset rcv1_CCAT started
24/11/23 00:54:44| INFO ref finished [took 225.7648s]
24/11/23 00:54:46| INFO m3w_sld finished [took 259.8590s]
24/11/23 00:54:47| INFO bin_sld finished [took 270.5892s]
24/11/23 00:54:49| INFO doc finished [took 205.6426s]
24/11/23 00:54:52| INFO atc_mc finished [took 221.3345s]
24/11/23 00:54:53| INFO mul_sld finished [took 272.0794s]
24/11/23 01:03:37| INFO bin_kde finished [took 782.6298s]
24/11/23 01:08:23| INFO m3w_kde finished [took 1056.5146s]
24/11/23 01:08:41| INFO mul_kde finished [took 1080.1944s]
24/11/23 01:08:41| INFO Dataset sample 0.70 of dataset rcv1_CCAT finished [took 1107.4017s]
24/11/23 01:08:41| INFO Dataset sample 0.80 of dataset rcv1_CCAT started
24/11/23 01:12:49| INFO ref finished [took 200.0817s]
24/11/23 01:12:51| INFO doc finished [took 176.8296s]
24/11/23 01:12:57| INFO atc_mc finished [took 195.8584s]
24/11/23 01:13:02| INFO m3w_sld finished [took 248.2047s]
24/11/23 01:13:10| INFO bin_sld finished [took 266.2047s]
24/11/23 01:13:11| INFO mul_sld finished [took 263.3658s]
24/11/23 01:23:02| INFO bin_kde finished [took 840.9783s]
24/11/23 01:26:28| INFO m3w_kde finished [took 1030.5388s]
24/11/23 01:27:18| INFO mul_kde finished [took 1089.9603s]
24/11/23 01:27:18| INFO Dataset sample 0.80 of dataset rcv1_CCAT finished [took 1117.2163s]
24/11/23 01:27:18| INFO Dataset sample 0.90 of dataset rcv1_CCAT started
24/11/23 01:31:19| INFO m3w_sld finished [took 228.8933s]
24/11/23 01:31:28| INFO ref finished [took 205.4857s]
24/11/23 01:31:28| INFO doc finished [took 186.5294s]
24/11/23 01:31:35| INFO bin_sld finished [took 253.4877s]
24/11/23 01:31:37| INFO atc_mc finished [took 208.0473s]
24/11/23 01:31:54| INFO mul_sld finished [took 269.3861s]
24/11/23 01:45:25| INFO bin_kde finished [took 1069.0575s]
24/11/23 01:47:52| INFO m3w_kde finished [took 1202.9395s]
24/11/23 01:49:02| INFO mul_kde finished [took 1279.2752s]
24/11/23 01:49:02| INFO Dataset sample 0.90 of dataset rcv1_CCAT finished [took 1304.3805s]
----------------------------------------------------------------------------------------------------
24/11/23 01:49:02| INFO dataset imdb [pool size: 10]
24/11/23 01:49:12| INFO Dataset sample 0.10 of dataset imdb started
24/11/23 01:51:02| INFO ref finished [took 95.8185s]
24/11/23 01:51:07| INFO doc finished [took 94.6507s]
24/11/23 01:51:33| INFO atc_mc finished [took 123.6141s]
24/11/23 01:51:52| INFO m3w_sld finished [took 154.6524s]
24/11/23 01:52:36| INFO bin_sld finished [took 201.6171s]
24/11/23 01:52:51| INFO mul_sld finished [took 214.4960s]
24/11/23 02:10:33| INFO bin_kde finished [took 1273.9254s]
24/11/23 02:11:23| INFO m3w_kde finished [took 1317.2422s]
24/11/23 02:12:47| INFO mul_kde finished [took 1406.0905s]
24/11/23 02:12:47| INFO Dataset sample 0.10 of dataset imdb finished [took 1415.2683s]
24/11/23 02:12:47| INFO Dataset sample 0.20 of dataset imdb started
24/11/23 02:14:35| INFO doc finished [took 88.4162s]
24/11/23 02:14:42| INFO ref finished [took 99.0382s]
24/11/23 02:15:10| INFO atc_mc finished [took 126.0012s]
24/11/23 02:15:23| INFO m3w_sld finished [took 148.0376s]
24/11/23 02:16:23| INFO bin_sld finished [took 213.0005s]
24/11/23 02:16:25| INFO mul_sld finished [took 213.2128s]
24/11/23 02:31:44| INFO bin_kde finished [took 1127.0399s]
24/11/23 02:35:12| INFO m3w_kde finished [took 1330.7424s]
24/11/23 02:36:36| INFO mul_kde finished [took 1416.3270s]
24/11/23 02:36:36| INFO Dataset sample 0.20 of dataset imdb finished [took 1428.6979s]
24/11/23 02:36:36| INFO Dataset sample 0.30 of dataset imdb started
24/11/23 02:38:39| INFO doc finished [took 94.4758s]
24/11/23 02:38:43| INFO ref finished [took 102.3183s]
24/11/23 02:39:00| INFO atc_mc finished [took 119.5125s]
24/11/23 02:39:26| INFO m3w_sld finished [took 152.9651s]
24/11/23 02:40:01| INFO bin_sld finished [took 195.9724s]
24/11/23 02:40:10| INFO mul_sld finished [took 201.1926s]
24/11/23 02:51:26| INFO bin_kde finished [took 872.6533s]
24/11/23 02:56:07| INFO m3w_kde finished [took 1145.6437s]
24/11/23 02:57:30| INFO mul_kde finished [took 1232.3134s]
24/11/23 02:57:30| INFO Dataset sample 0.30 of dataset imdb finished [took 1254.0487s]
24/11/23 02:57:30| INFO Dataset sample 0.40 of dataset imdb started
24/11/23 02:59:31| INFO ref finished [took 102.3345s]
24/11/23 02:59:31| INFO doc finished [took 100.8752s]
24/11/23 02:59:55| INFO atc_mc finished [took 127.8516s]
24/11/23 03:00:16| INFO m3w_sld finished [took 158.9416s]
24/11/23 03:00:38| INFO bin_sld finished [took 183.0170s]
24/11/23 03:00:58| INFO mul_sld finished [took 199.3303s]
24/11/23 03:10:48| INFO bin_kde finished [took 786.5051s]
24/11/23 03:17:02| INFO m3w_kde finished [took 1154.1889s]
24/11/23 03:17:18| INFO mul_kde finished [took 1174.8336s]
24/11/23 03:17:18| INFO Dataset sample 0.40 of dataset imdb finished [took 1188.0831s]
24/11/23 03:17:18| INFO Dataset sample 0.50 of dataset imdb started
24/11/23 03:19:22| INFO doc finished [took 104.0174s]
24/11/23 03:19:25| INFO ref finished [took 109.9343s]
24/11/23 03:19:55| INFO atc_mc finished [took 137.6246s]
24/11/23 03:20:09| INFO m3w_sld finished [took 161.4041s]
24/11/23 03:20:30| INFO bin_sld finished [took 187.6953s]
24/11/23 03:20:51| INFO mul_sld finished [took 205.8932s]
24/11/23 03:31:13| INFO bin_kde finished [took 822.7188s]
24/11/23 03:37:33| INFO m3w_kde finished [took 1199.4398s]
24/11/23 03:39:37| INFO mul_kde finished [took 1325.5138s]
24/11/23 03:39:37| INFO Dataset sample 0.50 of dataset imdb finished [took 1339.0632s]
24/11/23 03:39:37| INFO Dataset sample 0.60 of dataset imdb started
24/11/23 03:41:37| INFO ref finished [took 105.5166s]
24/11/23 03:41:39| INFO doc finished [took 103.5398s]
24/11/23 03:42:13| INFO atc_mc finished [took 138.4182s]
24/11/23 03:42:20| INFO m3w_sld finished [took 155.5780s]
24/11/23 03:42:50| INFO bin_sld finished [took 191.4834s]
24/11/23 03:43:00| INFO mul_sld finished [took 195.6799s]
24/11/23 03:53:23| INFO bin_kde finished [took 816.7991s]
24/11/23 03:59:19| INFO mul_kde finished [took 1170.2576s]
24/11/23 03:59:26| INFO m3w_kde finished [took 1175.6453s]
24/11/23 03:59:26| INFO Dataset sample 0.60 of dataset imdb finished [took 1189.2757s]
24/11/23 03:59:26| INFO Dataset sample 0.70 of dataset imdb started
24/11/23 04:01:31| INFO doc finished [took 104.5187s]
24/11/23 04:01:32| INFO ref finished [took 108.5486s]
24/11/23 04:02:07| INFO atc_mc finished [took 140.1498s]
24/11/23 04:02:14| INFO m3w_sld finished [took 156.9163s]
24/11/23 04:02:46| INFO bin_sld finished [took 194.7657s]
24/11/23 04:02:52| INFO mul_sld finished [took 196.1364s]
24/11/23 04:14:23| INFO bin_kde finished [took 883.5575s]
24/11/23 04:19:04| INFO m3w_kde finished [took 1159.7601s]
24/11/23 04:19:56| INFO mul_kde finished [took 1216.3774s]
24/11/23 04:19:56| INFO Dataset sample 0.70 of dataset imdb finished [took 1230.1808s]
24/11/23 04:19:56| INFO Dataset sample 0.80 of dataset imdb started
24/11/23 04:21:54| INFO doc finished [took 96.4219s]
24/11/23 04:22:00| INFO ref finished [took 105.1868s]
24/11/23 04:22:28| INFO atc_mc finished [took 130.7992s]
24/11/23 04:22:39| INFO m3w_sld finished [took 153.5143s]
24/11/23 04:23:16| INFO mul_sld finished [took 193.1064s]
24/11/23 04:23:40| INFO bin_sld finished [took 217.7579s]
24/11/23 04:38:39| INFO bin_kde finished [took 1108.9488s]
24/11/23 04:42:07| INFO m3w_kde finished [took 1312.4233s]
24/11/23 04:43:39| INFO mul_kde finished [took 1407.4574s]
24/11/23 04:43:39| INFO Dataset sample 0.80 of dataset imdb finished [took 1422.8010s]
24/11/23 04:43:39| INFO Dataset sample 0.90 of dataset imdb started
24/11/23 04:43:49| WARNING Method bin_kde failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
24/11/23 04:45:10| INFO doc finished [took 76.3140s]
24/11/23 04:45:12| INFO ref finished [took 80.8397s]
24/11/23 04:45:42| INFO atc_mc finished [took 108.5626s]
24/11/23 04:46:06| INFO m3w_sld finished [took 138.9982s]
24/11/23 04:46:18| INFO bin_sld finished [took 157.3218s]
24/11/23 04:46:40| INFO mul_sld finished [took 175.6442s]
24/11/23 05:05:28| INFO m3w_kde finished [took 1296.6349s]
24/11/23 05:06:39| INFO mul_kde finished [took 1371.2852s]
24/11/23 05:06:39| INFO Dataset sample 0.90 of dataset imdb finished [took 1380.3491s]
----------------------------------------------------------------------------------------------------
24/11/23 13:08:26| INFO dataset imdb_1prevs [pool size: 10]
24/11/23 13:08:35| INFO Dataset sample 0.50 of dataset imdb_1prevs started
24/11/23 13:09:33| INFO doc finished [took 32.9368s]
24/11/23 13:09:33| INFO ref finished [took 36.6002s]
24/11/23 13:09:41| INFO atc_mc finished [took 41.1087s]
24/11/23 13:09:46| INFO m3w_sld finished [took 48.8798s]
24/11/23 13:09:48| INFO bin_sld finished [took 55.2349s]
24/11/23 13:09:56| INFO mul_sld finished [took 60.7179s]
24/11/23 13:09:56| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 81.1295s]
----------------------------------------------------------------------------------------------------
24/11/23 13:11:09| INFO dataset imdb_1prevs [pool size: 10]
24/11/23 13:11:18| INFO Dataset sample 0.50 of dataset imdb_1prevs started
24/11/23 13:12:19| INFO doc finished [took 33.5937s]
24/11/23 13:12:19| INFO ref finished [took 38.2165s]
24/11/23 13:12:25| INFO atc_mc finished [took 42.1742s]
24/11/23 13:12:31| INFO m3w_sld finished [took 51.8585s]
24/11/23 13:12:32| INFO bin_sld finished [took 58.6053s]
24/11/23 13:12:40| INFO mul_sld finished [took 62.6807s]
24/11/23 13:12:40| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 81.8889s]
----------------------------------------------------------------------------------------------------
24/11/23 13:14:45| INFO dataset imdb [pool size: 10]
24/11/23 13:14:54| INFO Dataset sample 0.10 of dataset imdb started
24/11/23 13:14:56| WARNING Method bin_kde_gs failed. Exception: Invalid parameter 'bandwith' for estimator KDEy(classifier=LogisticRegression()). Valid parameters are: ['bandwidth', 'classifier', 'n_jobs', 'random_state', 'val_split'].
24/11/23 13:14:57| WARNING Method mul_kde_gs failed. Exception: Invalid parameter 'bandwith' for estimator KDEy(classifier=LogisticRegression()). Valid parameters are: ['bandwidth', 'classifier', 'n_jobs', 'random_state', 'val_split'].
24/11/23 13:14:59| WARNING Method m3w_kde_gs failed. Exception: Invalid parameter 'bandwith' for estimator KDEy(classifier=LogisticRegression()). Valid parameters are: ['bandwidth', 'classifier', 'n_jobs', 'random_state', 'val_split'].
24/11/23 13:15:15| INFO doc finished [took 15.2754s]
24/11/23 13:15:16| INFO ref finished [took 16.3653s]
24/11/23 13:15:22| INFO atc_mc finished [took 21.5947s]
24/11/23 13:15:22| INFO Dataset sample 0.10 of dataset imdb finished [took 28.1521s]
24/11/23 13:15:22| INFO Dataset sample 0.20 of dataset imdb started
24/11/23 13:15:25| WARNING Method bin_kde_gs failed. Exception: Invalid parameter 'bandwith' for estimator KDEy(classifier=LogisticRegression()). Valid parameters are: ['bandwidth', 'classifier', 'n_jobs', 'random_state', 'val_split'].
24/11/23 13:15:27| WARNING Method mul_kde_gs failed. Exception: Invalid parameter 'bandwith' for estimator KDEy(classifier=LogisticRegression()). Valid parameters are: ['bandwidth', 'classifier', 'n_jobs', 'random_state', 'val_split'].
24/11/23 13:15:29| WARNING Method m3w_kde_gs failed. Exception: Invalid parameter 'bandwith' for estimator KDEy(classifier=LogisticRegression()). Valid parameters are: ['bandwidth', 'classifier', 'n_jobs', 'random_state', 'val_split'].
24/11/23 13:15:45| INFO doc finished [took 14.8008s]
24/11/23 13:15:46| INFO ref finished [took 16.4936s]
24/11/23 13:15:52| INFO atc_mc finished [took 22.3299s]
24/11/23 13:15:52| INFO Dataset sample 0.20 of dataset imdb finished [took 30.2268s]
24/11/23 13:15:52| INFO Dataset sample 0.30 of dataset imdb started
24/11/23 13:16:02| WARNING Method bin_kde_gs failed. Exception: Invalid parameter 'bandwith' for estimator KDEy(classifier=LogisticRegression()). Valid parameters are: ['bandwidth', 'classifier', 'n_jobs', 'random_state', 'val_split'].
24/11/23 13:16:04| WARNING Method mul_kde_gs failed. Exception: Invalid parameter 'bandwith' for estimator KDEy(classifier=LogisticRegression()). Valid parameters are: ['bandwidth', 'classifier', 'n_jobs', 'random_state', 'val_split'].
24/11/23 13:16:05| WARNING Method m3w_kde_gs failed. Exception: Invalid parameter 'bandwith' for estimator KDEy(classifier=LogisticRegression()). Valid parameters are: ['bandwidth', 'classifier', 'n_jobs', 'random_state', 'val_split'].
----------------------------------------------------------------------------------------------------
24/11/23 13:16:44| INFO dataset imdb [pool size: 10]
24/11/23 13:16:53| INFO Dataset sample 0.10 of dataset imdb started
24/11/23 13:17:10| WARNING Method bin_kde_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
24/11/23 13:17:44| INFO ref finished [took 43.7689s]
24/11/23 13:17:44| INFO doc finished [took 40.8266s]
24/11/23 13:17:50| INFO atc_mc finished [took 47.6780s]
----------------------------------------------------------------------------------------------------
24/11/23 21:19:12| INFO dataset imdb [pool size: 10]
24/11/23 21:19:21| INFO Dataset sample 0.10 of dataset imdb started
24/11/23 21:19:37| WARNING Method bin_kde_gs failed. Exception: local variable 'score' referenced before assignment
24/11/23 21:20:12| INFO doc finished [took 39.7157s]
24/11/23 21:20:13| INFO ref finished [took 45.3268s]
24/11/23 21:20:19| INFO atc_mc finished [took 49.5363s]
----------------------------------------------------------------------------------------------------
24/11/23 21:24:41| INFO dataset imdb [pool size: 10]
24/11/23 21:24:51| INFO Dataset sample 0.10 of dataset imdb started
24/11/23 21:26:05| INFO ref finished [took 67.1632s]
24/11/23 21:26:06| INFO doc finished [took 65.5065s]
24/11/23 21:26:18| INFO atc_mc finished [took 78.8066s]
24/11/23 22:16:31| WARNING Method bin_kde_gs failed. Exception: no combination of hyperparameters seem to work
25/11/23 01:59:49| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': None} (score=0.00881) [took 16491.5168s]
25/11/23 02:19:30| INFO m3w_kde_gs finished [took 17672.6965s]
25/11/23 02:26:48| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': ['isoft']} (score=0.00835) [took 18113.2841s]
25/11/23 02:37:26| INFO mul_kde_gs finished [took 18751.5102s]
25/11/23 02:37:26| INFO Dataset sample 0.10 of dataset imdb finished [took 18755.1792s]
25/11/23 02:37:26| INFO Dataset sample 0.20 of dataset imdb started
25/11/23 02:38:15| INFO ref finished [took 39.8675s]
25/11/23 02:38:15| INFO doc finished [took 38.7638s]
25/11/23 02:38:21| INFO atc_mc finished [took 46.5390s]
25/11/23 05:49:53| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.00999) [took 11542.9489s]
25/11/23 06:13:27| INFO bin_kde_gs finished [took 12957.9243s]
25/11/23 07:31:03| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} (score=0.00897) [took 17608.7089s]
25/11/23 07:43:53| INFO m3w_kde_gs finished [took 18379.4754s]
25/11/23 07:59:56| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} (score=0.01148) [took 19343.2149s]
25/11/23 08:07:34| INFO mul_kde_gs finished [took 19801.1072s]
25/11/23 08:07:34| INFO Dataset sample 0.20 of dataset imdb finished [took 19807.8448s]
25/11/23 08:07:34| INFO Dataset sample 0.30 of dataset imdb started
25/11/23 08:08:26| INFO doc finished [took 34.6700s]
25/11/23 08:08:27| INFO ref finished [took 38.0019s]
25/11/23 08:08:33| INFO atc_mc finished [took 43.2171s]
25/11/23 11:05:28| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01068) [took 10665.1841s]
25/11/23 11:21:29| INFO bin_kde_gs finished [took 11626.5121s]
25/11/23 13:01:16| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01034) [took 17607.5088s]
25/11/23 13:12:52| INFO m3w_kde_gs finished [took 18303.4975s]
25/11/23 13:30:59| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': ['isoft']} (score=0.01144) [took 19391.6099s]
25/11/23 13:41:10| INFO mul_kde_gs finished [took 20002.7344s]
25/11/23 13:41:10| INFO Dataset sample 0.30 of dataset imdb finished [took 20016.5606s]
25/11/23 13:41:10| INFO Dataset sample 0.40 of dataset imdb started
25/11/23 13:41:56| INFO doc finished [took 32.5842s]
25/11/23 13:41:56| INFO ref finished [took 36.6818s]
25/11/23 13:42:06| INFO atc_mc finished [took 44.2487s]
25/11/23 16:23:24| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} (score=0.01183) [took 9729.3258s]
25/11/23 16:39:21| INFO bin_kde_gs finished [took 10686.5343s]
25/11/23 18:32:34| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01246) [took 17473.3242s]
25/11/23 18:43:27| INFO m3w_kde_gs finished [took 18126.7932s]
25/11/23 19:02:01| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} (score=0.01173) [took 19244.5591s]
25/11/23 19:08:38| INFO mul_kde_gs finished [took 19641.2216s]
25/11/23 19:08:38| INFO Dataset sample 0.40 of dataset imdb finished [took 19647.5489s]
25/11/23 19:08:38| INFO Dataset sample 0.50 of dataset imdb started
25/11/23 19:09:23| INFO ref finished [took 35.0894s]
25/11/23 19:09:23| INFO doc finished [took 32.8806s]
25/11/23 19:09:32| INFO atc_mc finished [took 43.0392s]
25/11/23 21:50:49| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.00977) [took 9723.9204s]
25/11/23 22:05:51| INFO bin_kde_gs finished [took 10626.6801s]
26/11/23 00:02:56| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01190) [took 17648.9031s]
26/11/23 00:13:36| INFO m3w_kde_gs finished [took 18288.9271s]
26/11/23 00:30:34| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} (score=0.01052) [took 19308.0768s]
26/11/23 00:37:10| INFO mul_kde_gs finished [took 19703.5034s]
26/11/23 00:37:10| INFO Dataset sample 0.50 of dataset imdb finished [took 19712.0100s]
26/11/23 00:37:10| INFO Dataset sample 0.60 of dataset imdb started
26/11/23 00:37:54| INFO doc finished [took 33.5170s]
26/11/23 00:37:55| INFO ref finished [took 38.5452s]
26/11/23 00:38:03| INFO atc_mc finished [took 44.0720s]
26/11/23 03:26:47| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': None} (score=0.01214) [took 10173.9506s]
26/11/23 03:41:44| INFO bin_kde_gs finished [took 11071.4873s]
26/11/23 05:29:18| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01499) [took 17521.4196s]
26/11/23 05:39:04| INFO m3w_kde_gs finished [took 18107.8317s]
26/11/23 05:58:13| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01040) [took 19259.1727s]
26/11/23 06:04:35| INFO mul_kde_gs finished [took 19641.1730s]
26/11/23 06:04:35| INFO Dataset sample 0.60 of dataset imdb finished [took 19645.3406s]
26/11/23 06:04:35| INFO Dataset sample 0.70 of dataset imdb started
26/11/23 06:05:24| INFO doc finished [took 35.6665s]
26/11/23 06:05:25| INFO ref finished [took 38.5827s]
26/11/23 06:05:31| INFO atc_mc finished [took 43.1843s]
26/11/23 09:04:58| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} (score=0.01696) [took 10818.2644s]
26/11/23 09:21:30| INFO bin_kde_gs finished [took 11810.1117s]
26/11/23 11:02:26| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01305) [took 17861.3492s]
26/11/23 11:15:34| INFO m3w_kde_gs finished [took 18650.1771s]
26/11/23 11:32:29| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01046) [took 19666.2826s]
26/11/23 11:39:29| INFO mul_kde_gs finished [took 20086.3185s]
26/11/23 11:39:29| INFO Dataset sample 0.70 of dataset imdb finished [took 20094.0966s]
26/11/23 11:39:29| INFO Dataset sample 0.80 of dataset imdb started
26/11/23 11:40:19| INFO doc finished [took 36.4984s]
26/11/23 11:40:20| INFO ref finished [took 41.0992s]
26/11/23 11:40:26| INFO atc_mc finished [took 43.9135s]
26/11/23 14:51:06| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': ['isoft']} (score=0.00820) [took 11490.9601s]
26/11/23 15:14:11| INFO bin_kde_gs finished [took 12876.1735s]
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