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output updated

This commit is contained in:
Lorenzo Volpi 2023-11-27 03:26:48 +01:00
parent 451f5f38f1
commit eccd137b29
2 changed files with 247 additions and 0 deletions
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247
output/main/rcv1_GCAT/rcv1_GCAT.log
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@ -21,3 +21,250 @@
22/11/23 21:42:51| INFO atc_mc finished [took 252.8951s] 22/11/23 21:42:51| INFO atc_mc finished [took 252.8951s]
22/11/23 21:43:19| INFO doc finished [took 233.1199s] 22/11/23 21:43:19| INFO doc finished [took 233.1199s]
22/11/23 21:46:18| INFO gde finished [took 288.0360s] 22/11/23 21:46:18| INFO gde finished [took 288.0360s]
22/11/23 22:21:31| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00589) [took 2596.9217s]
22/11/23 22:27:49| INFO m3w_sld_gs finished [took 2974.5469s]
22/11/23 22:29:48| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00754) [took 3099.6747s]
22/11/23 22:34:03| INFO mul_sld_gs finished [took 3354.7404s]
22/11/23 22:43:23| INFO rca finished [took 3760.5542s]
22/11/23 22:43:27| INFO rca_star finished [took 3758.0984s]
22/11/23 22:52:44| INFO mandoline finished [took 4243.1679s]
22/11/23 22:52:44| INFO Dataset sample 0.10 of dataset rcv1_GCAT finished [took 4689.9850s]
22/11/23 22:52:44| INFO Dataset sample 0.20 of dataset rcv1_GCAT started
22/11/23 22:54:59| INFO m3w_sld finished [took 123.9110s]
22/11/23 22:55:23| INFO m3wmc_sld finished [took 112.3163s]
22/11/23 22:55:54| INFO mulc_sld finished [took 168.5599s]
22/11/23 22:55:56| INFO bin_sld finished [took 189.1257s]
22/11/23 22:56:11| INFO m3wc_sld finished [took 180.5087s]
22/11/23 22:56:13| INFO mulmc_sld finished [took 167.7909s]
22/11/23 22:56:35| INFO mul_sld finished [took 224.8312s]
22/11/23 22:56:50| INFO binmc_sld finished [took 211.3909s]
22/11/23 22:57:02| INFO binc_sld finished [took 242.1542s]
22/11/23 22:57:28| INFO binne_sld finished [took 228.1177s]
22/11/23 22:59:01| INFO mulne_sld finished [took 236.1188s]
22/11/23 22:59:33| INFO m3wne_sld finished [took 243.0177s]
22/11/23 23:00:15| INFO mulis_sld finished [took 250.2579s]
22/11/23 23:00:59| INFO m3wis_sld finished [took 283.9276s]
22/11/23 23:02:10| INFO ref finished [took 301.8968s]
22/11/23 23:02:43| INFO binis_sld finished [took 403.9164s]
22/11/23 23:02:55| INFO atc_mc finished [took 317.1908s]
22/11/23 23:04:48| INFO doc finished [took 336.0960s]
22/11/23 23:08:01| INFO gde finished [took 412.1785s]
22/11/23 23:26:28| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00815) [took 1805.6920s]
22/11/23 23:35:01| INFO bin_sld_gs finished [took 2318.8880s]
22/11/23 23:47:01| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00601) [took 3003.0418s]
22/11/23 23:53:48| INFO m3w_sld_gs finished [took 3409.7680s]
22/11/23 23:58:24| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00664) [took 3704.1129s]
23/11/23 00:03:03| INFO mul_sld_gs finished [took 3983.0059s]
23/11/23 00:11:36| INFO rca finished [took 4313.4684s]
23/11/23 00:11:57| INFO rca_star finished [took 4293.5614s]
23/11/23 00:21:07| INFO mandoline finished [took 4726.9787s]
23/11/23 00:21:07| INFO Dataset sample 0.20 of dataset rcv1_GCAT finished [took 5303.1089s]
23/11/23 00:21:07| INFO Dataset sample 0.30 of dataset rcv1_GCAT started
23/11/23 00:23:36| INFO bin_sld finished [took 145.6711s]
23/11/23 00:23:50| INFO mul_sld finished [took 156.5291s]
23/11/23 00:24:06| INFO m3wc_sld finished [took 151.1949s]
23/11/23 00:24:20| INFO m3w_sld finished [took 182.1882s]
23/11/23 00:24:37| INFO mulmc_sld finished [took 169.5278s]
23/11/23 00:24:37| INFO mulc_sld finished [took 188.3250s]
23/11/23 00:24:45| INFO m3wmc_sld finished [took 170.5893s]
23/11/23 00:24:53| INFO binc_sld finished [took 208.7789s]
23/11/23 00:25:15| INFO binmc_sld finished [took 212.4442s]
23/11/23 00:25:36| INFO binne_sld finished [took 214.4027s]
23/11/23 00:28:06| INFO m3wne_sld finished [took 248.6475s]
23/11/23 00:28:15| INFO mulne_sld finished [took 274.3995s]
23/11/23 00:29:17| INFO binis_sld finished [took 305.6829s]
23/11/23 00:29:35| INFO mulis_sld finished [took 310.4270s]
23/11/23 00:29:36| INFO m3wis_sld finished [took 294.4840s]
23/11/23 00:30:13| INFO ref finished [took 287.0932s]
23/11/23 00:31:27| INFO atc_mc finished [took 340.7483s]
23/11/23 00:34:40| INFO doc finished [took 383.3839s]
23/11/23 00:36:36| INFO gde finished [took 409.9112s]
23/11/23 00:55:13| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00490) [took 1825.5924s]
23/11/23 01:04:34| INFO bin_sld_gs finished [took 2386.4699s]
23/11/23 01:16:08| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00440) [took 3068.9067s]
23/11/23 01:22:53| INFO m3w_sld_gs finished [took 3473.1336s]
23/11/23 01:28:08| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00594) [took 3794.0099s]
23/11/23 01:33:00| INFO mul_sld_gs finished [took 4086.0298s]
23/11/23 01:41:19| INFO rca finished [took 4375.4077s]
23/11/23 01:41:47| INFO rca_star finished [took 4338.1818s]
23/11/23 01:50:07| INFO mandoline finished [took 4811.4837s]
23/11/23 01:50:07| INFO Dataset sample 0.30 of dataset rcv1_GCAT finished [took 5339.4115s]
23/11/23 01:50:07| INFO Dataset sample 0.40 of dataset rcv1_GCAT started
23/11/23 01:52:32| INFO mul_sld finished [took 138.6964s]
23/11/23 01:52:42| INFO binmc_sld finished [took 118.8183s]
23/11/23 01:53:16| INFO bin_sld finished [took 186.9648s]
23/11/23 01:53:18| INFO m3w_sld finished [took 180.4965s]
23/11/23 01:53:35| INFO mulc_sld finished [took 185.2010s]
23/11/23 01:53:42| INFO m3wc_sld finished [took 186.5945s]
23/11/23 01:53:48| INFO binc_sld finished [took 203.7633s]
23/11/23 01:54:00| INFO mulmc_sld finished [took 188.5804s]
23/11/23 01:54:02| INFO m3wmc_sld finished [took 186.1040s]
23/11/23 01:54:19| INFO binne_sld finished [took 193.5205s]
23/11/23 01:57:20| INFO mulne_sld finished [took 283.4118s]
23/11/23 01:57:23| INFO m3wne_sld finished [took 273.0946s]
23/11/23 01:58:14| INFO binis_sld finished [took 292.3694s]
23/11/23 01:58:36| INFO mulis_sld finished [took 309.1338s]
23/11/23 01:58:37| INFO m3wis_sld finished [took 295.2486s]
23/11/23 01:58:48| INFO ref finished [took 276.1728s]
23/11/23 01:59:19| INFO atc_mc finished [took 288.4264s]
23/11/23 02:03:57| INFO doc finished [took 385.1058s]
23/11/23 02:05:20| INFO gde finished [took 393.2409s]
23/11/23 02:27:37| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00614) [took 2028.0871s]
23/11/23 02:36:39| INFO bin_sld_gs finished [took 2569.9734s]
23/11/23 02:48:17| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00993) [took 3251.0350s]
23/11/23 02:54:51| INFO m3w_sld_gs finished [took 3645.3533s]
23/11/23 02:59:31| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00941) [took 3935.2930s]
23/11/23 03:04:17| INFO mul_sld_gs finished [took 4221.0505s]
23/11/23 03:12:58| INFO rca finished [took 4516.4737s]
23/11/23 03:13:06| INFO rca_star finished [took 4483.1967s]
23/11/23 03:21:25| INFO mandoline finished [took 4947.7152s]
23/11/23 03:21:25| INFO Dataset sample 0.40 of dataset rcv1_GCAT finished [took 5478.7012s]
23/11/23 03:21:25| INFO Dataset sample 0.50 of dataset rcv1_GCAT started
23/11/23 03:23:54| INFO m3wc_sld finished [took 123.4242s]
23/11/23 03:24:02| INFO binne_sld finished [took 101.6171s]
23/11/23 03:24:26| INFO mul_sld finished [took 174.9225s]
23/11/23 03:24:35| INFO bin_sld finished [took 187.1493s]
23/11/23 03:24:38| INFO m3w_sld finished [took 182.5754s]
23/11/23 03:25:01| INFO binc_sld finished [took 198.3217s]
23/11/23 03:25:01| INFO mulc_sld finished [took 194.8039s]
23/11/23 03:25:01| INFO mulmc_sld finished [took 175.9365s]
23/11/23 03:25:02| INFO binmc_sld finished [took 182.6846s]
23/11/23 03:25:12| INFO m3wmc_sld finished [took 181.3298s]
23/11/23 03:28:14| INFO m3wne_sld finished [took 247.5791s]
23/11/23 03:28:17| INFO mulne_sld finished [took 259.2525s]
23/11/23 03:29:05| INFO binis_sld finished [took 274.6988s]
23/11/23 03:29:17| INFO m3wis_sld finished [took 273.1238s]
23/11/23 03:29:44| INFO mulis_sld finished [took 305.0479s]
23/11/23 03:30:04| INFO ref finished [took 288.4313s]
23/11/23 03:30:30| INFO atc_mc finished [took 308.1164s]
23/11/23 03:34:14| INFO doc finished [took 352.5695s]
23/11/23 03:35:38| INFO gde finished [took 369.6149s]
23/11/23 03:59:35| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.00771) [took 2070.9172s]
23/11/23 04:08:42| INFO bin_sld_gs finished [took 2617.5335s]
23/11/23 04:20:11| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.01081) [took 3299.4980s]
23/11/23 04:26:44| INFO m3w_sld_gs finished [took 3691.6684s]
23/11/23 04:31:14| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00984) [took 3966.4093s]
23/11/23 04:36:00| INFO mul_sld_gs finished [took 4251.8393s]
23/11/23 04:44:01| INFO rca finished [took 4531.7059s]
23/11/23 04:44:04| INFO rca_star finished [took 4490.5718s]
23/11/23 04:52:34| INFO mandoline finished [took 4962.2563s]
23/11/23 04:52:34| INFO Dataset sample 0.50 of dataset rcv1_GCAT finished [took 5468.8259s]
23/11/23 04:52:34| INFO Dataset sample 0.60 of dataset rcv1_GCAT started
23/11/23 04:55:01| INFO bin_sld finished [took 144.0595s]
23/11/23 04:55:28| INFO mul_sld finished [took 167.8121s]
23/11/23 04:55:28| INFO m3wmc_sld finished [took 125.7167s]
23/11/23 04:55:46| INFO mulmc_sld finished [took 149.1885s]
23/11/23 04:55:47| INFO m3w_sld finished [took 182.6407s]
23/11/23 04:55:59| INFO m3wc_sld finished [took 177.5114s]
23/11/23 04:56:06| INFO mulc_sld finished [took 189.9281s]
23/11/23 04:56:14| INFO binc_sld finished [took 201.9833s]
23/11/23 04:56:27| INFO binmc_sld finished [took 196.8645s]
23/11/23 04:56:52| INFO binne_sld finished [took 200.5036s]
23/11/23 05:00:01| INFO mulne_sld finished [took 294.1153s]
23/11/23 05:00:40| INFO binis_sld finished [took 298.8081s]
23/11/23 05:00:40| INFO m3wne_sld finished [took 306.9090s]
23/11/23 05:00:57| INFO m3wis_sld finished [took 299.8159s]
23/11/23 05:01:04| INFO ref finished [took 269.9141s]
23/11/23 05:01:04| INFO mulis_sld finished [took 312.9913s]
23/11/23 05:02:12| INFO atc_mc finished [took 312.2775s]
23/11/23 05:05:37| INFO doc finished [took 328.0233s]
23/11/23 05:07:09| INFO gde finished [took 357.8822s]
23/11/23 05:29:17| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.00627) [took 1987.6431s]
23/11/23 05:37:37| INFO bin_sld_gs finished [took 2488.0053s]
23/11/23 05:50:19| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01229) [took 3238.0258s]
23/11/23 05:56:53| INFO m3w_sld_gs finished [took 3632.0745s]
23/11/23 06:01:48| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00819) [took 3933.4633s]
23/11/23 06:06:33| INFO mul_sld_gs finished [took 4219.1265s]
23/11/23 06:15:26| INFO rca finished [took 4476.3215s]
23/11/23 06:15:46| INFO rca_star finished [took 4485.8745s]
23/11/23 06:23:49| INFO mandoline finished [took 4951.1512s]
23/11/23 06:23:49| INFO Dataset sample 0.60 of dataset rcv1_GCAT finished [took 5475.1173s]
23/11/23 06:23:49| INFO Dataset sample 0.70 of dataset rcv1_GCAT started
23/11/23 06:26:11| INFO m3wc_sld finished [took 113.1275s]
23/11/23 06:26:30| INFO bin_sld finished [took 157.4282s]
23/11/23 06:27:00| INFO mulmc_sld finished [took 145.9059s]
23/11/23 06:27:03| INFO m3w_sld finished [took 181.3428s]
23/11/23 06:27:03| INFO binne_sld finished [took 136.0397s]
23/11/23 06:27:21| INFO mul_sld finished [took 205.8250s]
23/11/23 06:27:24| INFO mulc_sld finished [took 190.7913s]
23/11/23 06:27:27| INFO binc_sld finished [took 200.6486s]
23/11/23 06:27:33| INFO m3wmc_sld finished [took 172.5961s]
23/11/23 06:27:43| INFO binmc_sld finished [took 195.6124s]
23/11/23 06:30:14| INFO mulne_sld finished [took 238.3181s]
23/11/23 06:31:03| INFO m3wne_sld finished [took 267.1602s]
23/11/23 06:31:57| INFO binis_sld finished [took 291.8508s]
23/11/23 06:32:18| INFO m3wis_sld finished [took 300.8481s]
23/11/23 06:32:19| INFO ref finished [took 273.6646s]
23/11/23 06:32:19| INFO mulis_sld finished [took 307.2863s]
23/11/23 06:33:09| INFO atc_mc finished [took 317.2321s]
23/11/23 06:35:40| INFO doc finished [took 316.9275s]
23/11/23 06:38:52| INFO gde finished [took 386.7398s]
23/11/23 06:59:57| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00808) [took 1947.3141s]
23/11/23 07:08:53| INFO bin_sld_gs finished [took 2482.8990s]
23/11/23 07:22:16| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00629) [took 3275.3714s]
23/11/23 07:28:30| INFO m3w_sld_gs finished [took 3650.2281s]
23/11/23 07:34:07| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00804) [took 3992.4250s]
23/11/23 07:38:58| INFO mul_sld_gs finished [took 4283.6629s]
23/11/23 07:46:38| INFO rca finished [took 4524.7161s]
23/11/23 07:46:43| INFO rca_star finished [took 4475.9282s]
23/11/23 07:55:08| INFO mandoline finished [took 4950.5132s]
23/11/23 07:55:08| INFO Dataset sample 0.70 of dataset rcv1_GCAT finished [took 5479.0312s]
23/11/23 07:55:08| INFO Dataset sample 0.80 of dataset rcv1_GCAT started
23/11/23 07:57:37| INFO binc_sld finished [took 130.9016s]
23/11/23 07:57:44| INFO m3wmc_sld finished [took 104.5716s]
23/11/23 07:58:27| INFO bin_sld finished [took 195.4231s]
23/11/23 07:58:30| INFO m3w_sld finished [took 189.7865s]
23/11/23 07:58:35| INFO binmc_sld finished [took 167.5330s]
23/11/23 07:58:38| INFO mul_sld finished [took 203.0345s]
23/11/23 07:58:51| INFO mulc_sld finished [took 198.5127s]
23/11/23 07:58:52| INFO m3wc_sld finished [took 193.2545s]
23/11/23 07:59:17| INFO mulmc_sld finished [took 202.2999s]
23/11/23 07:59:31| INFO binne_sld finished [took 201.1753s]
23/11/23 08:01:28| INFO m3wne_sld finished [took 216.0797s]
23/11/23 08:02:29| INFO mulne_sld finished [took 285.2282s]
23/11/23 08:03:52| INFO m3wis_sld finished [took 306.1422s]
23/11/23 08:03:55| INFO mulis_sld finished [took 316.0859s]
23/11/23 08:04:04| INFO binis_sld finished [took 330.8790s]
23/11/23 08:04:41| INFO ref finished [took 316.7293s]
23/11/23 08:05:26| INFO atc_mc finished [took 340.8150s]
23/11/23 08:07:16| INFO doc finished [took 337.5698s]
23/11/23 08:10:40| INFO gde finished [took 387.3998s]
23/11/23 08:29:27| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00509) [took 1831.9703s]
23/11/23 08:37:23| INFO bin_sld_gs finished [took 2308.5443s]
23/11/23 08:52:58| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00680) [took 3230.5024s]
23/11/23 08:59:48| INFO m3w_sld_gs finished [took 3640.1590s]
23/11/23 09:05:51| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00484) [took 4009.9591s]
23/11/23 09:10:10| INFO mul_sld_gs finished [took 4269.6410s]
23/11/23 09:18:08| INFO rca finished [took 4528.0385s]
23/11/23 09:18:23| INFO rca_star finished [took 4460.2231s]
23/11/23 09:26:52| INFO mandoline finished [took 4945.2029s]
23/11/23 09:26:52| INFO Dataset sample 0.80 of dataset rcv1_GCAT finished [took 5503.8863s]
23/11/23 09:26:52| INFO Dataset sample 0.90 of dataset rcv1_GCAT started
23/11/23 09:26:55| WARNING Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
23/11/23 09:27:07| WARNING Method binc_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
23/11/23 09:27:20| WARNING Method binmc_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
23/11/23 09:27:38| WARNING Method binne_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
23/11/23 09:27:56| WARNING Method binis_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
23/11/23 09:29:24| INFO m3w_sld finished [took 141.9110s]
23/11/23 09:29:30| WARNING Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
23/11/23 09:29:50| INFO m3wne_sld finished [took 122.0063s]
23/11/23 09:29:55| INFO mul_sld finished [took 177.0101s]
23/11/23 09:29:57| INFO m3wc_sld finished [took 162.0885s]
23/11/23 09:30:06| INFO mulc_sld finished [took 175.9993s]
23/11/23 09:30:09| INFO m3wmc_sld finished [took 159.5524s]
23/11/23 09:30:19| INFO mulmc_sld finished [took 173.9560s]
23/11/23 09:30:31| INFO mulne_sld finished [took 168.5298s]
23/11/23 09:30:34| INFO mulis_sld finished [took 154.7073s]
23/11/23 09:31:17| INFO m3wis_sld finished [took 191.9050s]
23/11/23 09:33:46| INFO ref finished [took 224.9475s]
23/11/23 09:34:19| INFO doc finished [took 245.9693s]
23/11/23 09:34:25| INFO gde finished [took 226.0489s]
23/11/23 09:34:58| INFO atc_mc finished [took 291.0834s]
23/11/23 10:14:47| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'confidence': ['isoft']} (score=0.00574) [took 2711.9409s]
23/11/23 10:17:10| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00518) [took 2834.3475s]
23/11/23 10:20:13| INFO mul_sld_gs finished [took 3038.0639s]
23/11/23 10:21:54| INFO m3w_sld_gs finished [took 3118.1396s]
23/11/23 10:34:41| INFO rca finished [took 3864.2338s]
23/11/23 10:34:46| INFO rca_star finished [took 3860.7736s]
23/11/23 10:43:48| INFO mandoline finished [took 4381.0875s]
23/11/23 10:43:48| INFO Dataset sample 0.90 of dataset rcv1_GCAT finished [took 4615.2780s]

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