----------------------------------------------------------------------------------------------------
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]