output updated
This commit is contained in:
Lorenzo Volpi
parent
093fa7e8d4
commit
2787de0351
|
|
@ -0,0 +1,261 @@
|
|||
----------------------------------------------------------------------------------------------------
|
||||
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]
|
||||
Binary file not shown.
Binary file not shown.
|
|
@ -0,0 +1,38 @@
|
|||
----------------------------------------------------------------------------------------------------
|
||||
21/11/23 17:40:45| INFO dataset imdb [pool size: 10]
|
||||
21/11/23 17:40:51| INFO Dataset sample 0.10 of dataset imdb started
|
||||
21/11/23 17:41:02| INFO ref finished [took 10.1857s]
|
||||
21/11/23 17:55:21| INFO mandoline finished [took 868.9696s]
|
||||
21/11/23 17:55:21| INFO Dataset sample 0.10 of dataset imdb finished [took 870.0990s]
|
||||
21/11/23 17:55:21| INFO Dataset sample 0.20 of dataset imdb started
|
||||
21/11/23 17:55:32| INFO ref finished [took 9.7684s]
|
||||
21/11/23 18:10:59| INFO mandoline finished [took 937.2745s]
|
||||
21/11/23 18:10:59| INFO Dataset sample 0.20 of dataset imdb finished [took 938.5430s]
|
||||
21/11/23 18:10:59| INFO Dataset sample 0.30 of dataset imdb started
|
||||
21/11/23 18:11:15| INFO ref finished [took 11.1052s]
|
||||
21/11/23 18:26:34| INFO mandoline finished [took 929.6805s]
|
||||
21/11/23 18:26:34| INFO Dataset sample 0.30 of dataset imdb finished [took 934.4872s]
|
||||
21/11/23 18:26:34| INFO Dataset sample 0.40 of dataset imdb started
|
||||
21/11/23 18:26:49| INFO ref finished [took 12.7260s]
|
||||
21/11/23 18:42:32| INFO mandoline finished [took 955.8333s]
|
||||
21/11/23 18:42:32| INFO Dataset sample 0.40 of dataset imdb finished [took 958.1168s]
|
||||
21/11/23 18:42:32| INFO Dataset sample 0.50 of dataset imdb started
|
||||
21/11/23 18:42:43| INFO ref finished [took 9.5449s]
|
||||
21/11/23 18:58:03| INFO mandoline finished [took 929.2836s]
|
||||
21/11/23 18:58:03| INFO Dataset sample 0.50 of dataset imdb finished [took 931.1510s]
|
||||
21/11/23 18:58:03| INFO Dataset sample 0.60 of dataset imdb started
|
||||
21/11/23 18:58:16| INFO ref finished [took 10.1241s]
|
||||
21/11/23 19:14:33| INFO mandoline finished [took 988.8207s]
|
||||
21/11/23 19:14:33| INFO Dataset sample 0.60 of dataset imdb finished [took 990.2440s]
|
||||
21/11/23 19:14:33| INFO Dataset sample 0.70 of dataset imdb started
|
||||
21/11/23 19:14:45| INFO ref finished [took 9.4284s]
|
||||
21/11/23 19:28:03| INFO mandoline finished [took 807.4508s]
|
||||
21/11/23 19:28:03| INFO Dataset sample 0.70 of dataset imdb finished [took 809.2394s]
|
||||
21/11/23 19:28:03| INFO Dataset sample 0.80 of dataset imdb started
|
||||
21/11/23 19:28:14| INFO ref finished [took 8.6557s]
|
||||
21/11/23 19:41:31| INFO mandoline finished [took 806.2654s]
|
||||
21/11/23 19:41:31| INFO Dataset sample 0.80 of dataset imdb finished [took 808.4168s]
|
||||
21/11/23 19:41:31| INFO Dataset sample 0.90 of dataset imdb started
|
||||
21/11/23 19:41:42| INFO ref finished [took 8.9919s]
|
||||
21/11/23 19:56:51| INFO mandoline finished [took 918.6407s]
|
||||
21/11/23 19:56:51| INFO Dataset sample 0.90 of dataset imdb finished [took 919.6847s]
|
||||
|
|
@ -1,447 +0,0 @@
|
|||
06/11/23 05:49:49| INFO dataset imdb_9prevs
|
||||
06/11/23 05:49:57| INFO Dataset sample 0.10 of dataset imdb_9prevs started
|
||||
06/11/23 05:50:12| INFO ref finished [took 13.3064s]
|
||||
06/11/23 05:50:17| INFO atc_mc finished [took 17.3508s]
|
||||
06/11/23 05:50:19| INFO mul_pacc finished [took 20.0802s]
|
||||
06/11/23 05:50:22| INFO mulne_sld finished [took 23.6723s]
|
||||
06/11/23 05:50:24| INFO mulmc_sld finished [took 25.5159s]
|
||||
06/11/23 05:50:39| INFO mul_sld finished [took 40.7099s]
|
||||
06/11/23 05:52:55| INFO bin_pacc finished [took 176.3728s]
|
||||
06/11/23 05:53:05| INFO binmc_sld finished [took 186.8240s]
|
||||
06/11/23 05:53:06| INFO binne_sld finished [took 187.6585s]
|
||||
06/11/23 05:53:07| INFO bin_sld finished [took 189.1728s]
|
||||
06/11/23 05:53:07| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 189.6034s]
|
||||
06/11/23 05:53:07| INFO Dataset sample 0.20 of dataset imdb_9prevs started
|
||||
06/11/23 05:53:22| INFO ref finished [took 13.2778s]
|
||||
06/11/23 05:53:26| INFO atc_mc finished [took 17.4491s]
|
||||
06/11/23 05:53:28| INFO mul_pacc finished [took 19.9359s]
|
||||
06/11/23 05:53:40| INFO mulmc_sld finished [took 31.6686s]
|
||||
06/11/23 05:53:44| INFO mulne_sld finished [took 35.2085s]
|
||||
06/11/23 05:53:44| INFO mul_sld finished [took 36.2502s]
|
||||
06/11/23 05:56:05| INFO bin_pacc finished [took 177.0225s]
|
||||
06/11/23 05:56:13| INFO binmc_sld finished [took 185.4811s]
|
||||
06/11/23 05:56:15| INFO bin_sld finished [took 187.1039s]
|
||||
06/11/23 05:56:16| INFO binne_sld finished [took 187.3163s]
|
||||
06/11/23 05:56:16| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 188.4781s]
|
||||
06/11/23 05:56:16| INFO Dataset sample 0.30 of dataset imdb_9prevs started
|
||||
06/11/23 05:56:31| INFO ref finished [took 13.4513s]
|
||||
06/11/23 05:56:36| INFO atc_mc finished [took 18.1025s]
|
||||
06/11/23 05:56:38| INFO mul_pacc finished [took 20.3997s]
|
||||
06/11/23 05:56:45| INFO mulmc_sld finished [took 28.4298s]
|
||||
06/11/23 05:56:46| INFO mulne_sld finished [took 28.8678s]
|
||||
06/11/23 05:56:46| INFO mul_sld finished [took 29.5573s]
|
||||
06/11/23 05:59:11| INFO bin_pacc finished [took 174.0262s]
|
||||
06/11/23 05:59:17| INFO binmc_sld finished [took 180.1998s]
|
||||
06/11/23 05:59:18| INFO binne_sld finished [took 181.2200s]
|
||||
06/11/23 05:59:19| INFO bin_sld finished [took 182.1672s]
|
||||
06/11/23 05:59:19| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 183.0515s]
|
||||
06/11/23 05:59:19| INFO Dataset sample 0.40 of dataset imdb_9prevs started
|
||||
06/11/23 05:59:34| INFO ref finished [took 13.5163s]
|
||||
06/11/23 05:59:39| INFO atc_mc finished [took 17.9856s]
|
||||
06/11/23 05:59:41| INFO mul_pacc finished [took 20.7441s]
|
||||
06/11/23 05:59:49| INFO mulmc_sld finished [took 29.2747s]
|
||||
06/11/23 05:59:50| INFO mulne_sld finished [took 29.6624s]
|
||||
06/11/23 05:59:50| INFO mul_sld finished [took 30.3432s]
|
||||
06/11/23 06:02:17| INFO bin_pacc finished [took 176.7354s]
|
||||
06/11/23 06:02:19| INFO binmc_sld finished [took 179.9981s]
|
||||
06/11/23 06:02:21| INFO bin_sld finished [took 181.6844s]
|
||||
06/11/23 06:02:22| INFO binne_sld finished [took 182.0846s]
|
||||
06/11/23 06:02:22| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 183.2033s]
|
||||
06/11/23 06:02:22| INFO Dataset sample 0.50 of dataset imdb_9prevs started
|
||||
06/11/23 06:02:37| INFO ref finished [took 13.4688s]
|
||||
06/11/23 06:02:42| INFO atc_mc finished [took 18.0218s]
|
||||
06/11/23 06:02:44| INFO mul_pacc finished [took 20.5800s]
|
||||
06/11/23 06:02:52| INFO mulmc_sld finished [took 29.0192s]
|
||||
06/11/23 06:02:52| INFO mul_sld finished [took 29.4403s]
|
||||
06/11/23 06:02:52| INFO mulne_sld finished [took 29.1611s]
|
||||
06/11/23 06:05:19| INFO bin_pacc finished [took 175.5125s]
|
||||
06/11/23 06:05:23| INFO binmc_sld finished [took 180.0427s]
|
||||
06/11/23 06:05:25| INFO binne_sld finished [took 182.5814s]
|
||||
06/11/23 06:05:26| INFO bin_sld finished [took 183.2892s]
|
||||
06/11/23 06:05:26| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 183.8611s]
|
||||
06/11/23 06:05:26| INFO Dataset sample 0.60 of dataset imdb_9prevs started
|
||||
06/11/23 06:05:41| INFO ref finished [took 13.4643s]
|
||||
06/11/23 06:05:45| INFO atc_mc finished [took 17.9768s]
|
||||
06/11/23 06:05:48| INFO mul_pacc finished [took 20.7525s]
|
||||
06/11/23 06:05:55| INFO mulmc_sld finished [took 28.8234s]
|
||||
06/11/23 06:05:55| INFO mulne_sld finished [took 28.6537s]
|
||||
06/11/23 06:05:56| INFO mul_sld finished [took 29.6167s]
|
||||
06/11/23 06:08:24| INFO bin_pacc finished [took 176.5335s]
|
||||
06/11/23 06:08:27| INFO binmc_sld finished [took 180.4803s]
|
||||
06/11/23 06:08:28| INFO bin_sld finished [took 181.6676s]
|
||||
06/11/23 06:08:29| INFO binne_sld finished [took 182.0534s]
|
||||
06/11/23 06:08:29| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 183.0240s]
|
||||
06/11/23 06:08:29| INFO Dataset sample 0.70 of dataset imdb_9prevs started
|
||||
06/11/23 06:08:44| INFO ref finished [took 13.7566s]
|
||||
06/11/23 06:08:49| INFO atc_mc finished [took 17.9495s]
|
||||
06/11/23 06:08:51| INFO mul_pacc finished [took 20.5859s]
|
||||
06/11/23 06:08:57| INFO mulmc_sld finished [took 27.4370s]
|
||||
06/11/23 06:08:58| INFO mul_sld finished [took 28.3224s]
|
||||
06/11/23 06:08:58| INFO mulne_sld finished [took 28.1390s]
|
||||
06/11/23 06:11:26| INFO bin_pacc finished [took 175.7412s]
|
||||
06/11/23 06:11:31| INFO binmc_sld finished [took 181.4310s]
|
||||
06/11/23 06:11:32| INFO binne_sld finished [took 182.0095s]
|
||||
06/11/23 06:11:33| INFO bin_sld finished [took 183.6520s]
|
||||
06/11/23 06:11:33| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 184.2005s]
|
||||
06/11/23 06:11:33| INFO Dataset sample 0.80 of dataset imdb_9prevs started
|
||||
06/11/23 06:11:48| INFO ref finished [took 13.5418s]
|
||||
06/11/23 06:11:53| INFO atc_mc finished [took 17.8150s]
|
||||
06/11/23 06:11:55| INFO mul_pacc finished [took 20.4761s]
|
||||
06/11/23 06:12:01| INFO mulmc_sld finished [took 27.2741s]
|
||||
06/11/23 06:12:02| INFO mulne_sld finished [took 27.2693s]
|
||||
06/11/23 06:12:02| INFO mul_sld finished [took 28.3364s]
|
||||
06/11/23 06:14:30| INFO bin_pacc finished [took 175.7637s]
|
||||
06/11/23 06:14:37| INFO binmc_sld finished [took 183.2422s]
|
||||
06/11/23 06:14:38| INFO bin_sld finished [took 184.1064s]
|
||||
06/11/23 06:14:39| INFO binne_sld finished [took 184.9073s]
|
||||
06/11/23 06:14:39| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 186.2580s]
|
||||
06/11/23 06:14:39| INFO Dataset sample 0.90 of dataset imdb_9prevs started
|
||||
06/11/23 06:14:41| WARNING Method mul_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.
|
||||
06/11/23 06:14:41| WARNING Method bin_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.
|
||||
06/11/23 06:14:52| INFO ref finished [took 11.6315s]
|
||||
06/11/23 06:14:56| INFO atc_mc finished [took 15.3068s]
|
||||
06/11/23 06:15:01| INFO mulne_sld finished [took 21.1133s]
|
||||
06/11/23 06:15:02| INFO mulmc_sld finished [took 22.2375s]
|
||||
06/11/23 06:15:08| INFO mul_sld finished [took 27.8149s]
|
||||
06/11/23 06:17:32| INFO binne_sld finished [took 171.8722s]
|
||||
06/11/23 06:17:32| INFO bin_sld finished [took 172.4710s]
|
||||
06/11/23 06:17:33| INFO binmc_sld finished [took 172.8193s]
|
||||
06/11/23 06:17:33| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 173.4411s]
|
||||
----------------------------------------------------------------------------------------------------
|
||||
06/11/23 14:48:04| INFO dataset imdb_9prevs
|
||||
06/11/23 14:48:14| INFO Dataset sample 0.10 of dataset imdb_9prevs started
|
||||
06/11/23 14:48:17| WARNING Method mul_pacc_gs 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.
|
||||
06/11/23 14:48:18| WARNING Method bin_pacc_gs 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.
|
||||
06/11/23 14:48:31| INFO doc_feat finished [took 11.5257s]
|
||||
06/11/23 14:48:36| INFO ref finished [took 18.5620s]
|
||||
06/11/23 14:48:42| INFO kfcv finished [took 24.7227s]
|
||||
06/11/23 14:48:44| INFO atc_ne finished [took 25.5676s]
|
||||
06/11/23 14:48:46| INFO atc_mc finished [took 27.4910s]
|
||||
06/11/23 14:48:50| INFO mulne_pacc finished [took 34.0415s]
|
||||
06/11/23 14:48:57| INFO mulmc_pacc finished [took 41.7500s]
|
||||
06/11/23 14:48:58| INFO mul_pacc finished [took 43.0162s]
|
||||
06/11/23 14:48:58| INFO mul_cc finished [took 40.3279s]
|
||||
06/11/23 14:49:16| 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
|
||||
06/11/23 14:49:26| INFO mul_sld finished [took 71.4588s]
|
||||
06/11/23 14:50:10| WARNING Method bin_sld_gsq failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
|
||||
06/11/23 14:52:12| INFO binne_pacc finished [took 236.2174s]
|
||||
06/11/23 14:52:16| INFO binmc_pacc finished [took 240.4686s]
|
||||
06/11/23 14:52:19| INFO bin_cc finished [took 241.9141s]
|
||||
06/11/23 14:52:20| INFO bin_pacc finished [took 244.5632s]
|
||||
06/11/23 14:52:23| INFO bin_sld finished [took 249.0477s]
|
||||
06/11/23 14:53:48| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
|
||||
06/11/23 14:55:38| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.03127) [took 443.6010s]
|
||||
06/11/23 14:55:51| INFO mul_sld_gs finished [took 455.9932s]
|
||||
06/11/23 14:55:51| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 456.7746s]
|
||||
06/11/23 14:55:51| INFO Dataset sample 0.20 of dataset imdb_9prevs started
|
||||
06/11/23 14:56:07| INFO doc_feat finished [took 11.2758s]
|
||||
06/11/23 14:56:18| INFO atc_mc finished [took 22.2986s]
|
||||
06/11/23 14:56:22| INFO ref finished [took 26.3482s]
|
||||
06/11/23 14:56:25| INFO kfcv finished [took 30.4761s]
|
||||
06/11/23 14:56:29| INFO mul_pacc finished [took 36.5892s]
|
||||
06/11/23 14:56:29| INFO mulmc_pacc finished [took 36.7773s]
|
||||
06/11/23 14:56:38| INFO atc_ne finished [took 41.7824s]
|
||||
06/11/23 14:56:41| INFO mulne_pacc finished [took 47.8318s]
|
||||
06/11/23 14:56:41| INFO mul_cc finished [took 46.7221s]
|
||||
06/11/23 14:56:55| INFO mul_sld finished [took 63.3547s]
|
||||
06/11/23 14:57:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'confidence': 'max_conf'} (score=0.01017) [took 119.9166s]
|
||||
06/11/23 14:58:15| INFO mul_pacc_gs finished [took 141.4446s]
|
||||
06/11/23 15:00:38| INFO binne_pacc finished [took 285.5562s]
|
||||
06/11/23 15:00:48| INFO bin_cc finished [took 293.8727s]
|
||||
06/11/23 15:00:49| INFO binmc_pacc finished [took 296.7176s]
|
||||
06/11/23 15:00:49| INFO bin_pacc finished [took 297.1868s]
|
||||
06/11/23 15:01:03| INFO bin_sld finished [took 312.0358s]
|
||||
06/11/23 15:02:29| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
|
||||
06/11/23 15:02:34| INFO bin_sld_gsq finished [took 402.0748s]
|
||||
06/11/23 15:03:56| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'confidence': None} (score=0.00980) [took 482.9237s]
|
||||
06/11/23 15:05:00| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01194) [took 548.0443s]
|
||||
06/11/23 15:05:14| INFO mul_sld_gs finished [took 562.2966s]
|
||||
06/11/23 15:06:30| INFO bin_pacc_gs finished [took 636.7956s]
|
||||
06/11/23 15:10:36| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00924) [took 884.9748s]
|
||||
06/11/23 15:13:11| INFO bin_sld_gs finished [took 1039.3282s]
|
||||
06/11/23 15:13:11| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 1040.0772s]
|
||||
06/11/23 15:13:11| INFO Dataset sample 0.30 of dataset imdb_9prevs started
|
||||
06/11/23 15:13:39| INFO doc_feat finished [took 22.8145s]
|
||||
06/11/23 15:13:41| INFO atc_ne finished [took 24.3471s]
|
||||
06/11/23 15:13:45| INFO ref finished [took 28.7559s]
|
||||
06/11/23 15:13:52| INFO mulne_pacc finished [took 38.1365s]
|
||||
06/11/23 15:13:53| INFO kfcv finished [took 37.4026s]
|
||||
06/11/23 15:13:56| INFO atc_mc finished [took 39.4198s]
|
||||
06/11/23 15:13:59| INFO mul_pacc finished [took 45.9542s]
|
||||
06/11/23 15:13:59| INFO mul_cc finished [took 43.9076s]
|
||||
06/11/23 15:13:59| INFO mulmc_pacc finished [took 45.9395s]
|
||||
06/11/23 15:14:11| INFO mul_sld finished [took 59.8835s]
|
||||
06/11/23 15:15:23| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'confidence': None} (score=0.01028) [took 128.2866s]
|
||||
06/11/23 15:15:44| INFO mul_pacc_gs finished [took 149.5820s]
|
||||
06/11/23 15:18:03| INFO binne_pacc finished [took 289.3504s]
|
||||
06/11/23 15:18:07| INFO bin_pacc finished [took 294.7115s]
|
||||
06/11/23 15:18:14| INFO bin_cc finished [took 298.6839s]
|
||||
06/11/23 15:18:14| INFO binmc_pacc finished [took 300.9499s]
|
||||
06/11/23 15:18:14| INFO bin_sld finished [took 302.9035s]
|
||||
06/11/23 15:19:46| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
|
||||
06/11/23 15:20:05| INFO bin_sld_gsq finished [took 413.1151s]
|
||||
06/11/23 15:21:23| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'confidence': 'entropy'} (score=0.00916) [took 488.7327s]
|
||||
06/11/23 15:22:13| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00953) [took 541.2865s]
|
||||
06/11/23 15:22:28| INFO mul_sld_gs finished [took 556.0867s]
|
||||
06/11/23 15:23:57| INFO bin_pacc_gs finished [took 643.0717s]
|
||||
06/11/23 15:27:32| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01064) [took 860.3135s]
|
||||
06/11/23 15:30:05| INFO bin_sld_gs finished [took 1013.1878s]
|
||||
06/11/23 15:30:05| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 1014.3141s]
|
||||
06/11/23 15:30:05| INFO Dataset sample 0.40 of dataset imdb_9prevs started
|
||||
06/11/23 15:30:24| INFO doc_feat finished [took 13.8500s]
|
||||
06/11/23 15:30:32| INFO ref finished [took 22.3531s]
|
||||
06/11/23 15:30:41| INFO mul_pacc finished [took 34.1860s]
|
||||
06/11/23 15:30:45| INFO atc_ne finished [took 34.8111s]
|
||||
06/11/23 15:30:46| INFO kfcv finished [took 36.4055s]
|
||||
06/11/23 15:30:49| INFO atc_mc finished [took 38.7978s]
|
||||
06/11/23 15:30:49| INFO mulmc_pacc finished [took 42.4552s]
|
||||
06/11/23 15:30:51| INFO mul_cc finished [took 42.6899s]
|
||||
06/11/23 15:30:53| INFO mulne_pacc finished [took 45.2694s]
|
||||
06/11/23 15:30:57| INFO mul_sld finished [took 51.2705s]
|
||||
06/11/23 15:32:13| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.01220) [took 124.5801s]
|
||||
06/11/23 15:32:34| INFO mul_pacc_gs finished [took 145.3368s]
|
||||
06/11/23 15:34:56| INFO binmc_pacc finished [took 289.1451s]
|
||||
06/11/23 15:35:04| INFO bin_sld finished [took 298.3514s]
|
||||
06/11/23 15:35:04| INFO binne_pacc finished [took 296.5538s]
|
||||
06/11/23 15:35:05| INFO bin_pacc finished [took 298.5077s]
|
||||
06/11/23 15:35:09| INFO bin_cc finished [took 300.1332s]
|
||||
06/11/23 15:36:41| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
|
||||
06/11/23 15:37:08| INFO bin_sld_gsq finished [took 421.3938s]
|
||||
06/11/23 15:38:19| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'confidence': None} (score=0.01137) [took 490.9644s]
|
||||
06/11/23 15:38:58| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.01029) [took 531.8225s]
|
||||
06/11/23 15:39:12| INFO mul_sld_gs finished [took 546.4524s]
|
||||
06/11/23 15:40:53| INFO bin_pacc_gs finished [took 645.0957s]
|
||||
06/11/23 15:44:48| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01176) [took 882.0550s]
|
||||
06/11/23 15:47:19| INFO bin_sld_gs finished [took 1033.2802s]
|
||||
06/11/23 15:47:19| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 1034.1241s]
|
||||
06/11/23 15:47:19| INFO Dataset sample 0.50 of dataset imdb_9prevs started
|
||||
06/11/23 15:47:36| INFO doc_feat finished [took 11.6005s]
|
||||
06/11/23 15:47:40| INFO ref finished [took 16.3058s]
|
||||
06/11/23 15:47:50| INFO atc_mc finished [took 25.8745s]
|
||||
06/11/23 15:47:52| INFO kfcv finished [took 29.0931s]
|
||||
06/11/23 15:47:53| INFO atc_ne finished [took 28.8903s]
|
||||
06/11/23 15:47:53| INFO mul_pacc finished [took 32.5473s]
|
||||
06/11/23 15:48:00| INFO mul_cc finished [took 37.3478s]
|
||||
06/11/23 15:48:01| INFO mulne_pacc finished [took 39.9745s]
|
||||
06/11/23 15:48:02| INFO mulmc_pacc finished [took 40.5057s]
|
||||
06/11/23 15:48:10| INFO mul_sld finished [took 50.1825s]
|
||||
06/11/23 15:49:28| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.01107) [took 125.0329s]
|
||||
06/11/23 15:49:49| INFO mul_pacc_gs finished [took 146.7316s]
|
||||
06/11/23 15:52:15| INFO bin_cc finished [took 292.6719s]
|
||||
06/11/23 15:52:15| INFO binne_pacc finished [took 293.9844s]
|
||||
06/11/23 15:52:17| INFO bin_pacc finished [took 296.2830s]
|
||||
06/11/23 15:52:21| INFO binmc_pacc finished [took 299.4873s]
|
||||
06/11/23 15:52:23| INFO bin_sld finished [took 303.4889s]
|
||||
06/11/23 15:53:57| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
|
||||
06/11/23 15:54:18| INFO bin_sld_gsq finished [took 418.0959s]
|
||||
06/11/23 15:55:32| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.01038) [took 489.7797s]
|
||||
06/11/23 15:56:17| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00885) [took 536.7408s]
|
||||
06/11/23 15:56:33| INFO mul_sld_gs finished [took 552.5393s]
|
||||
06/11/23 15:58:05| INFO bin_pacc_gs finished [took 643.1581s]
|
||||
06/11/23 16:01:42| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00940) [took 862.6012s]
|
||||
06/11/23 16:04:15| INFO bin_sld_gs finished [took 1015.3606s]
|
||||
06/11/23 16:04:15| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 1016.0642s]
|
||||
06/11/23 16:04:15| INFO Dataset sample 0.60 of dataset imdb_9prevs started
|
||||
06/11/23 16:04:40| INFO doc_feat finished [took 19.9628s]
|
||||
06/11/23 16:04:41| INFO kfcv finished [took 21.8848s]
|
||||
06/11/23 16:04:46| INFO ref finished [took 26.2613s]
|
||||
06/11/23 16:04:56| INFO mulmc_pacc finished [took 38.6399s]
|
||||
06/11/23 16:04:56| INFO atc_ne finished [took 35.7501s]
|
||||
06/11/23 16:04:57| INFO atc_mc finished [took 37.3907s]
|
||||
06/11/23 16:05:01| INFO mul_cc finished [took 41.6420s]
|
||||
06/11/23 16:05:01| INFO mul_pacc finished [took 44.6898s]
|
||||
06/11/23 16:05:02| INFO mulne_pacc finished [took 44.7679s]
|
||||
06/11/23 16:05:12| INFO mul_sld finished [took 56.0834s]
|
||||
06/11/23 16:06:24| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'confidence': None} (score=0.01082) [took 125.2569s]
|
||||
06/11/23 16:06:44| INFO mul_pacc_gs finished [took 146.2318s]
|
||||
06/11/23 16:09:05| INFO binne_pacc finished [took 288.1949s]
|
||||
06/11/23 16:09:10| INFO bin_pacc finished [took 293.3207s]
|
||||
06/11/23 16:09:12| INFO bin_sld finished [took 296.1022s]
|
||||
06/11/23 16:09:13| INFO binmc_pacc finished [took 296.4000s]
|
||||
06/11/23 16:09:18| INFO bin_cc finished [took 299.1982s]
|
||||
06/11/23 16:10:50| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
|
||||
06/11/23 16:11:22| INFO bin_sld_gsq finished [took 425.6641s]
|
||||
06/11/23 16:12:31| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.00976) [took 492.8847s]
|
||||
06/11/23 16:13:13| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00984) [took 536.8669s]
|
||||
06/11/23 16:13:28| INFO mul_sld_gs finished [took 551.6187s]
|
||||
06/11/23 16:15:03| INFO bin_pacc_gs finished [took 645.6602s]
|
||||
06/11/23 16:19:24| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.01142) [took 907.7074s]
|
||||
06/11/23 16:21:57| INFO bin_sld_gs finished [took 1060.9759s]
|
||||
06/11/23 16:21:57| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 1061.7730s]
|
||||
06/11/23 16:21:57| INFO Dataset sample 0.70 of dataset imdb_9prevs started
|
||||
06/11/23 16:22:23| INFO doc_feat finished [took 20.2428s]
|
||||
06/11/23 16:22:34| INFO kfcv finished [took 32.1532s]
|
||||
06/11/23 16:22:36| INFO ref finished [took 34.3738s]
|
||||
06/11/23 16:22:38| INFO mul_sld finished [took 40.1101s]
|
||||
06/11/23 16:22:40| INFO mul_cc finished [took 38.6722s]
|
||||
06/11/23 16:22:41| INFO atc_mc finished [took 38.9379s]
|
||||
06/11/23 16:22:43| INFO atc_ne finished [took 40.3132s]
|
||||
06/11/23 16:22:43| INFO mulne_pacc finished [took 43.7833s]
|
||||
06/11/23 16:22:44| INFO mulmc_pacc finished [took 44.4084s]
|
||||
06/11/23 16:22:46| INFO mul_pacc finished [took 47.7998s]
|
||||
06/11/23 16:24:08| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.01575) [took 127.2393s]
|
||||
06/11/23 16:24:31| INFO mul_pacc_gs finished [took 150.2100s]
|
||||
06/11/23 16:26:49| INFO bin_cc finished [took 288.6128s]
|
||||
06/11/23 16:26:51| INFO bin_pacc finished [took 292.1757s]
|
||||
06/11/23 16:26:52| INFO binne_pacc finished [took 293.0194s]
|
||||
06/11/23 16:27:01| INFO binmc_pacc finished [took 302.5703s]
|
||||
06/11/23 16:27:01| INFO bin_sld finished [took 303.9303s]
|
||||
06/11/23 16:28:32| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
|
||||
06/11/23 16:28:53| INFO bin_sld_gsq finished [took 414.4520s]
|
||||
06/11/23 16:30:15| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.01641) [took 494.7681s]
|
||||
06/11/23 16:31:00| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01102) [took 542.3282s]
|
||||
06/11/23 16:31:15| INFO mul_sld_gs finished [took 557.2859s]
|
||||
06/11/23 16:32:49| INFO bin_pacc_gs finished [took 648.9428s]
|
||||
06/11/23 16:36:23| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.02196) [took 864.7237s]
|
||||
06/11/23 16:38:54| INFO bin_sld_gs finished [took 1015.9618s]
|
||||
06/11/23 16:38:54| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 1016.7743s]
|
||||
06/11/23 16:38:54| INFO Dataset sample 0.80 of dataset imdb_9prevs started
|
||||
06/11/23 16:39:19| INFO doc_feat finished [took 19.9639s]
|
||||
06/11/23 16:39:22| INFO atc_mc finished [took 22.9650s]
|
||||
06/11/23 16:39:26| INFO kfcv finished [took 27.9671s]
|
||||
06/11/23 16:39:30| INFO mul_pacc finished [took 34.3899s]
|
||||
06/11/23 16:39:31| INFO ref finished [took 32.4692s]
|
||||
06/11/23 16:39:33| INFO mulne_pacc finished [took 37.2045s]
|
||||
06/11/23 16:39:39| INFO atc_ne finished [took 39.7686s]
|
||||
06/11/23 16:39:41| INFO mul_cc finished [took 42.9411s]
|
||||
06/11/23 16:39:41| INFO mulmc_pacc finished [took 44.9724s]
|
||||
06/11/23 16:39:46| INFO mul_sld finished [took 51.4269s]
|
||||
06/11/23 16:40:59| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.01013) [took 122.2196s]
|
||||
06/11/23 16:41:24| INFO mul_pacc_gs finished [took 146.7076s]
|
||||
06/11/23 16:43:40| INFO binne_pacc finished [took 284.1154s]
|
||||
06/11/23 16:43:52| INFO bin_pacc finished [took 296.8885s]
|
||||
06/11/23 16:43:54| INFO bin_cc finished [took 297.1714s]
|
||||
06/11/23 16:43:56| INFO binmc_pacc finished [took 300.6806s]
|
||||
06/11/23 16:43:57| INFO bin_sld finished [took 302.6966s]
|
||||
06/11/23 16:45:26| WARNING Method mul_sld_gsq failed. Exception: 'GridSearchQ' object has no attribute 'classes_'
|
||||
06/11/23 16:45:41| INFO bin_sld_gsq finished [took 405.8247s]
|
||||
06/11/23 16:47:00| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00949) [took 483.3129s]
|
||||
06/11/23 16:47:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00785) [took 539.6504s]
|
||||
06/11/23 16:48:09| INFO mul_sld_gs finished [took 553.8401s]
|
||||
06/11/23 16:49:34| INFO bin_pacc_gs finished [took 637.2772s]
|
||||
06/11/23 16:53:30| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01449) [took 875.8870s]
|
||||
06/11/23 16:56:08| INFO bin_sld_gs finished [took 1033.4325s]
|
||||
06/11/23 16:56:08| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 1034.1983s]
|
||||
06/11/23 16:56:08| INFO Dataset sample 0.90 of dataset imdb_9prevs started
|
||||
06/11/23 16:56:09| WARNING Method mul_sld_gsq 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.
|
||||
06/11/23 16:56:09| WARNING Method mul_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.
|
||||
06/11/23 16:56:10| WARNING Method mulmc_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.
|
||||
06/11/23 16:56:10| WARNING Method bin_sld_gsq 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.
|
||||
06/11/23 16:56:10| WARNING Method mulne_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.
|
||||
06/11/23 16:56:10| WARNING Method bin_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.
|
||||
06/11/23 16:56:10| WARNING Method mul_pacc_gs 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.
|
||||
06/11/23 16:56:10| WARNING Method binmc_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.
|
||||
06/11/23 16:56:11| WARNING Method binne_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.
|
||||
06/11/23 16:56:11| WARNING Method bin_pacc_gs 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.
|
||||
06/11/23 16:56:22| INFO doc_feat finished [took 10.1613s]
|
||||
06/11/23 16:56:25| INFO ref finished [took 13.7569s]
|
||||
06/11/23 16:56:27| INFO kfcv finished [took 15.6337s]
|
||||
06/11/23 16:56:29| INFO atc_mc finished [took 18.0104s]
|
||||
06/11/23 16:56:30| INFO atc_ne finished [took 18.0260s]
|
||||
06/11/23 16:56:31| INFO mul_cc finished [took 20.6201s]
|
||||
06/11/23 16:56:40| INFO mul_sld finished [took 31.2942s]
|
||||
06/11/23 16:56:47| 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
|
||||
06/11/23 16:58:55| INFO bin_cc finished [took 164.5182s]
|
||||
06/11/23 16:58:59| INFO bin_sld finished [took 170.5046s]
|
||||
06/11/23 17:02:17| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.04178) [took 368.6067s]
|
||||
06/11/23 17:02:29| INFO mul_sld_gs finished [took 380.7801s]
|
||||
06/11/23 17:02:29| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 381.5305s]
|
||||
----------------------------------------------------------------------------------------------------
|
||||
07/11/23 03:31:29| INFO dataset imdb_9prevs
|
||||
07/11/23 03:31:37| INFO Dataset sample 0.10 of dataset imdb_9prevs started
|
||||
07/11/23 03:31:49| INFO ref finished [took 11.4117s]
|
||||
07/11/23 03:31:53| INFO atc_mc finished [took 14.8218s]
|
||||
07/11/23 03:31:53| INFO atc_ne finished [took 14.8359s]
|
||||
07/11/23 03:32:11| 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
|
||||
07/11/23 03:32:56| WARNING Method bin_sld_gsq failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1
|
||||
07/11/23 03:36:32| INFO mul_sld_gsq finished [took 294.6812s]
|
||||
07/11/23 03:38:05| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.03127) [took 387.7698s]
|
||||
07/11/23 03:38:18| INFO mul_sld_gs finished [took 400.7660s]
|
||||
07/11/23 03:38:18| INFO Dataset sample 0.10 of dataset imdb_9prevs finished [took 401.3208s]
|
||||
07/11/23 03:38:18| INFO Dataset sample 0.20 of dataset imdb_9prevs started
|
||||
07/11/23 03:38:30| INFO ref finished [took 11.1665s]
|
||||
07/11/23 03:38:34| INFO atc_mc finished [took 14.4483s]
|
||||
07/11/23 03:38:34| INFO atc_ne finished [took 14.8634s]
|
||||
07/11/23 03:43:16| INFO bin_sld_gsq finished [took 296.8786s]
|
||||
07/11/23 03:43:32| INFO mul_sld_gsq finished [took 312.4588s]
|
||||
07/11/23 03:45:44| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01194) [took 445.1331s]
|
||||
07/11/23 03:45:58| INFO mul_sld_gs finished [took 459.5855s]
|
||||
07/11/23 03:51:05| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00924) [took 766.1528s]
|
||||
07/11/23 03:53:40| INFO bin_sld_gs finished [took 921.5996s]
|
||||
07/11/23 03:53:40| INFO Dataset sample 0.20 of dataset imdb_9prevs finished [took 922.0949s]
|
||||
07/11/23 03:53:40| INFO Dataset sample 0.30 of dataset imdb_9prevs started
|
||||
07/11/23 03:53:53| INFO ref finished [took 11.5825s]
|
||||
07/11/23 03:53:57| INFO atc_mc finished [took 14.8590s]
|
||||
07/11/23 03:53:57| INFO atc_ne finished [took 15.3090s]
|
||||
07/11/23 03:58:53| INFO mul_sld_gsq finished [took 311.9891s]
|
||||
07/11/23 03:58:54| INFO bin_sld_gsq finished [took 313.1182s]
|
||||
07/11/23 04:01:03| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00953) [took 441.3198s]
|
||||
07/11/23 04:01:18| INFO mul_sld_gs finished [took 456.2347s]
|
||||
07/11/23 04:06:06| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01064) [took 745.0596s]
|
||||
07/11/23 04:08:40| INFO bin_sld_gs finished [took 898.9046s]
|
||||
07/11/23 04:08:40| INFO Dataset sample 0.30 of dataset imdb_9prevs finished [took 899.6778s]
|
||||
07/11/23 04:08:40| INFO Dataset sample 0.40 of dataset imdb_9prevs started
|
||||
07/11/23 04:08:52| INFO ref finished [took 11.0605s]
|
||||
07/11/23 04:08:56| INFO atc_mc finished [took 14.9590s]
|
||||
07/11/23 04:08:56| INFO atc_ne finished [took 14.8804s]
|
||||
07/11/23 04:13:54| INFO mul_sld_gsq finished [took 313.3797s]
|
||||
07/11/23 04:13:56| INFO bin_sld_gsq finished [took 315.5862s]
|
||||
07/11/23 04:15:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.01029) [took 432.9025s]
|
||||
07/11/23 04:16:08| INFO mul_sld_gs finished [took 447.1098s]
|
||||
07/11/23 04:21:25| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01176) [took 764.2230s]
|
||||
07/11/23 04:23:56| INFO bin_sld_gs finished [took 915.4905s]
|
||||
07/11/23 04:23:56| INFO Dataset sample 0.40 of dataset imdb_9prevs finished [took 916.1187s]
|
||||
07/11/23 04:23:56| INFO Dataset sample 0.50 of dataset imdb_9prevs started
|
||||
07/11/23 04:24:08| INFO ref finished [took 10.9214s]
|
||||
07/11/23 04:24:12| INFO atc_mc finished [took 14.9236s]
|
||||
07/11/23 04:24:12| INFO atc_ne finished [took 14.9240s]
|
||||
07/11/23 04:29:11| INFO bin_sld_gsq finished [took 314.3071s]
|
||||
07/11/23 04:29:19| INFO mul_sld_gsq finished [took 322.1027s]
|
||||
07/11/23 04:31:25| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00885) [took 448.0202s]
|
||||
07/11/23 04:31:40| INFO mul_sld_gs finished [took 463.2243s]
|
||||
07/11/23 04:36:23| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00940) [took 746.2797s]
|
||||
07/11/23 04:38:55| INFO bin_sld_gs finished [took 898.7899s]
|
||||
07/11/23 04:38:55| INFO Dataset sample 0.50 of dataset imdb_9prevs finished [took 899.2924s]
|
||||
07/11/23 04:38:55| INFO Dataset sample 0.60 of dataset imdb_9prevs started
|
||||
07/11/23 04:39:08| INFO ref finished [took 11.9811s]
|
||||
07/11/23 04:39:12| INFO atc_mc finished [took 15.7159s]
|
||||
07/11/23 04:39:12| INFO atc_ne finished [took 15.9512s]
|
||||
07/11/23 04:44:19| INFO bin_sld_gsq finished [took 323.1420s]
|
||||
07/11/23 04:44:21| INFO mul_sld_gsq finished [took 325.2299s]
|
||||
07/11/23 04:46:22| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00984) [took 445.8872s]
|
||||
07/11/23 04:46:37| INFO mul_sld_gs finished [took 460.6339s]
|
||||
07/11/23 04:52:03| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.01142) [took 786.7500s]
|
||||
07/11/23 04:54:36| INFO bin_sld_gs finished [took 940.1627s]
|
||||
07/11/23 04:54:36| INFO Dataset sample 0.60 of dataset imdb_9prevs finished [took 940.6023s]
|
||||
07/11/23 04:54:36| INFO Dataset sample 0.70 of dataset imdb_9prevs started
|
||||
07/11/23 04:54:48| INFO ref finished [took 11.1744s]
|
||||
07/11/23 04:54:52| INFO atc_mc finished [took 14.7518s]
|
||||
07/11/23 04:54:52| INFO atc_ne finished [took 14.8147s]
|
||||
07/11/23 04:59:45| INFO bin_sld_gsq finished [took 308.3645s]
|
||||
07/11/23 05:00:07| INFO mul_sld_gsq finished [took 330.3332s]
|
||||
07/11/23 05:02:14| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01102) [took 456.8448s]
|
||||
07/11/23 05:02:28| INFO mul_sld_gs finished [took 471.4675s]
|
||||
07/11/23 05:06:48| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.02196) [took 731.2847s]
|
||||
07/11/23 05:09:19| INFO bin_sld_gs finished [took 882.2200s]
|
||||
07/11/23 05:09:19| INFO Dataset sample 0.70 of dataset imdb_9prevs finished [took 882.8165s]
|
||||
07/11/23 05:09:19| INFO Dataset sample 0.80 of dataset imdb_9prevs started
|
||||
07/11/23 05:09:31| INFO ref finished [took 11.0645s]
|
||||
07/11/23 05:09:35| INFO atc_mc finished [took 14.7375s]
|
||||
07/11/23 05:09:35| INFO atc_ne finished [took 14.7704s]
|
||||
07/11/23 05:14:22| INFO bin_sld_gsq finished [took 302.1848s]
|
||||
07/11/23 05:14:33| INFO mul_sld_gsq finished [took 313.5459s]
|
||||
07/11/23 05:16:38| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00785) [took 438.9863s]
|
||||
07/11/23 05:16:52| INFO mul_sld_gs finished [took 452.7273s]
|
||||
07/11/23 05:21:59| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.01449) [took 759.8355s]
|
||||
07/11/23 05:24:38| INFO bin_sld_gs finished [took 918.7338s]
|
||||
07/11/23 05:24:38| INFO Dataset sample 0.80 of dataset imdb_9prevs finished [took 919.2981s]
|
||||
07/11/23 05:24:38| INFO Dataset sample 0.90 of dataset imdb_9prevs started
|
||||
07/11/23 05:24:39| WARNING Method mul_sld_gsq 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.
|
||||
07/11/23 05:24:39| WARNING Method bin_sld_gsq 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.
|
||||
07/11/23 05:24:48| INFO ref finished [took 9.1378s]
|
||||
07/11/23 05:24:51| INFO atc_mc finished [took 12.1603s]
|
||||
07/11/23 05:24:52| INFO atc_ne finished [took 12.3482s]
|
||||
07/11/23 05:25:08| 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
|
||||
07/11/23 05:30:32| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.04178) [took 353.7904s]
|
||||
07/11/23 05:30:45| INFO mul_sld_gs finished [took 365.9283s]
|
||||
07/11/23 05:30:45| INFO Dataset sample 0.90 of dataset imdb_9prevs finished [took 366.4930s]
|
||||
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
Binary file not shown.
|
Before Width: | Height: | Size: 204 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 158 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 204 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 192 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 202 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 173 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 217 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 168 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 182 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 156 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 233 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 189 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 208 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 194 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 220 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 193 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 200 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 196 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 224 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 241 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 186 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 187 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 154 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 92 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 207 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 181 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 230 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 174 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 270 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 157 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 300 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 167 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 278 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 171 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 242 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 195 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 226 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 197 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 170 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 171 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 240 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 197 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 190 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 186 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 142 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 162 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 189 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 204 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 232 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 193 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 277 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 162 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 259 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 164 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 274 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 160 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 239 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 167 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 211 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 160 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 146 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 134 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 196 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 200 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 201 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 193 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 168 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 194 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 213 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 215 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 222 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 166 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 210 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 175 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 208 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 172 KiB |
Binary file not shown.
|
Before Width: | Height: | Size: 225 KiB |
Some files were not shown because too many files have changed in this diff Show More
Loading…
Reference in New Issue