93 lines
8.0 KiB
Plaintext
93 lines
8.0 KiB
Plaintext
----------------------------------------------------------------------------------------------------
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22/11/23 22:39:25| INFO dataset imdb [pool size: 10]
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22/11/23 22:39:31| INFO Dataset sample 0.10 of dataset imdb started
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22/11/23 22:40:05| INFO ref finished [took 26.7125s]
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22/11/23 22:40:15| INFO m3wne_sld finished [took 39.9900s]
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22/11/23 22:40:16| INFO m3wmc_sld finished [took 41.6852s]
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22/11/23 22:40:16| INFO m3wc_sld finished [took 42.1895s]
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22/11/23 22:40:17| INFO m3wis_sld finished [took 40.8057s]
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22/11/23 22:40:17| INFO m3w_sld finished [took 45.2795s]
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22/11/23 22:45:50| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00789) [took 372.6118s]
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22/11/23 22:46:00| INFO m3w_sld_gs finished [took 383.2764s]
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22/11/23 22:46:00| INFO Dataset sample 0.10 of dataset imdb finished [took 388.8456s]
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22/11/23 22:46:00| INFO Dataset sample 0.20 of dataset imdb started
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22/11/23 22:46:36| INFO ref finished [took 26.0360s]
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22/11/23 22:46:42| INFO m3wne_sld finished [took 35.7751s]
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22/11/23 22:46:43| INFO m3wc_sld finished [took 41.0112s]
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22/11/23 22:46:44| INFO m3w_sld finished [took 42.4419s]
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22/11/23 22:46:45| INFO m3wis_sld finished [took 37.4503s]
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22/11/23 22:46:45| INFO m3wmc_sld finished [took 40.8884s]
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22/11/23 22:53:05| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00786) [took 417.0861s]
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22/11/23 22:53:17| INFO m3w_sld_gs finished [took 428.8639s]
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22/11/23 22:53:17| INFO Dataset sample 0.20 of dataset imdb finished [took 436.4691s]
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22/11/23 22:53:17| INFO Dataset sample 0.30 of dataset imdb started
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22/11/23 22:54:04| INFO ref finished [took 32.2664s]
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22/11/23 22:54:15| INFO m3w_sld finished [took 51.8639s]
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22/11/23 22:54:15| INFO m3wis_sld finished [took 44.8139s]
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22/11/23 22:54:15| INFO m3wmc_sld finished [took 46.5044s]
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22/11/23 22:54:15| INFO m3wc_sld finished [took 50.4231s]
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22/11/23 22:54:16| INFO m3wne_sld finished [took 46.3459s]
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22/11/23 23:00:21| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['max_conf', 'entropy']} (score=0.00853) [took 411.8293s]
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22/11/23 23:00:31| INFO m3w_sld_gs finished [took 422.5298s]
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22/11/23 23:00:31| INFO Dataset sample 0.30 of dataset imdb finished [took 434.6217s]
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22/11/23 23:00:31| INFO Dataset sample 0.40 of dataset imdb started
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22/11/23 23:01:13| INFO ref finished [took 30.7259s]
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22/11/23 23:01:21| INFO m3w_sld finished [took 48.4534s]
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22/11/23 23:01:22| INFO m3wmc_sld finished [took 45.3415s]
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22/11/23 23:01:22| INFO m3wc_sld finished [took 47.5734s]
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22/11/23 23:01:24| INFO m3wis_sld finished [took 44.8038s]
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22/11/23 23:01:25| INFO m3wne_sld finished [took 46.9841s]
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22/11/23 23:06:59| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01874) [took 380.7642s]
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22/11/23 23:07:10| INFO m3w_sld_gs finished [took 391.7746s]
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22/11/23 23:07:10| INFO Dataset sample 0.40 of dataset imdb finished [took 398.3842s]
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22/11/23 23:07:10| INFO Dataset sample 0.50 of dataset imdb started
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22/11/23 23:07:53| INFO ref finished [took 33.9676s]
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22/11/23 23:08:01| INFO m3w_sld finished [took 49.9842s]
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22/11/23 23:08:04| INFO m3wis_sld finished [took 47.8397s]
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22/11/23 23:08:05| INFO m3wmc_sld finished [took 48.4244s]
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22/11/23 23:08:05| INFO m3wc_sld finished [took 50.3583s]
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22/11/23 23:08:06| INFO m3wne_sld finished [took 49.9964s]
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22/11/23 23:13:46| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01851) [took 387.4653s]
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22/11/23 23:13:57| INFO m3w_sld_gs finished [took 398.5473s]
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22/11/23 23:13:57| INFO Dataset sample 0.50 of dataset imdb finished [took 407.1600s]
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22/11/23 23:13:57| INFO Dataset sample 0.60 of dataset imdb started
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22/11/23 23:14:36| INFO ref finished [took 31.8305s]
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22/11/23 23:14:46| INFO m3w_sld finished [took 47.2148s]
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22/11/23 23:14:48| INFO m3wmc_sld finished [took 45.0544s]
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22/11/23 23:14:49| INFO m3wis_sld finished [took 45.5847s]
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22/11/23 23:14:49| INFO m3wne_sld finished [took 46.6914s]
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22/11/23 23:14:49| INFO m3wc_sld finished [took 48.5027s]
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22/11/23 23:20:29| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.02000) [took 385.6402s]
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22/11/23 23:20:39| INFO m3w_sld_gs finished [took 396.1211s]
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22/11/23 23:20:39| INFO Dataset sample 0.60 of dataset imdb finished [took 402.5207s]
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22/11/23 23:20:39| INFO Dataset sample 0.70 of dataset imdb started
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22/11/23 23:21:15| INFO ref finished [took 28.4956s]
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22/11/23 23:21:26| INFO m3wis_sld finished [took 39.6972s]
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22/11/23 23:21:27| INFO m3wne_sld finished [took 40.9912s]
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22/11/23 23:21:27| INFO m3w_sld finished [took 45.7233s]
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22/11/23 23:21:28| INFO m3wmc_sld finished [took 42.7001s]
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22/11/23 23:21:29| INFO m3wc_sld finished [took 45.8509s]
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22/11/23 23:27:06| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.001, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00875) [took 379.2411s]
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22/11/23 23:27:16| INFO m3w_sld_gs finished [took 389.5301s]
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22/11/23 23:27:16| INFO Dataset sample 0.70 of dataset imdb finished [took 397.0096s]
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22/11/23 23:27:16| INFO Dataset sample 0.80 of dataset imdb started
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22/11/23 23:27:51| INFO ref finished [took 28.1018s]
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22/11/23 23:28:00| INFO m3wis_sld finished [took 37.8200s]
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22/11/23 23:28:00| INFO m3wc_sld finished [took 40.2210s]
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22/11/23 23:28:00| INFO m3wne_sld finished [took 38.4939s]
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22/11/23 23:28:01| INFO m3w_sld finished [took 42.3041s]
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22/11/23 23:28:01| INFO m3wmc_sld finished [took 39.0396s]
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22/11/23 23:33:09| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00789) [took 344.2546s]
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22/11/23 23:33:19| INFO m3w_sld_gs finished [took 354.4437s]
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22/11/23 23:33:19| INFO Dataset sample 0.80 of dataset imdb finished [took 362.5184s]
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22/11/23 23:33:19| INFO Dataset sample 0.90 of dataset imdb started
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22/11/23 23:33:52| INFO ref finished [took 26.5296s]
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22/11/23 23:34:00| INFO m3wc_sld finished [took 39.1261s]
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22/11/23 23:34:00| INFO m3wis_sld finished [took 37.7493s]
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22/11/23 23:34:01| INFO m3wne_sld finished [took 38.9486s]
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22/11/23 23:34:03| INFO m3wmc_sld finished [took 39.5300s]
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22/11/23 23:34:03| INFO m3w_sld finished [took 43.5324s]
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22/11/23 23:39:04| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.00807) [took 339.8089s]
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22/11/23 23:39:14| INFO m3w_sld_gs finished [took 349.9083s]
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22/11/23 23:39:14| INFO Dataset sample 0.90 of dataset imdb finished [took 355.6212s]
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