diff --git a/output/main/imdb/imdb.pickle b/output/main/imdb/imdb.pickle index e8a8aef..dc14e71 100644 Binary files a/output/main/imdb/imdb.pickle and b/output/main/imdb/imdb.pickle differ diff --git a/output/main/imdb/imdb.pickle.pre_m3w b/output/main/imdb/imdb.pickle.pre_m3w new file mode 100644 index 0000000..e8a8aef Binary files /dev/null and b/output/main/imdb/imdb.pickle.pre_m3w differ diff --git a/output/main/imdb/imdb.pickle.old b/output/main/imdb/imdb.pickle.pre_mandoline similarity index 100% rename from output/main/imdb/imdb.pickle.old rename to output/main/imdb/imdb.pickle.pre_mandoline diff --git a/output/main/imdb/imdb_m3w.log b/output/main/imdb/imdb_m3w.log new file mode 100644 index 0000000..b0a24f1 --- /dev/null +++ b/output/main/imdb/imdb_m3w.log @@ -0,0 +1,92 @@ +---------------------------------------------------------------------------------------------------- +22/11/23 12:20:20| INFO dataset imdb [pool size: 10] +22/11/23 12:20:26| INFO Dataset sample 0.10 of dataset imdb started +22/11/23 12:21:02| INFO ref finished [took 27.2824s] +22/11/23 12:21:10| INFO m3wmc_sld finished [took 40.5131s] +22/11/23 12:21:10| INFO m3wis_sld finished [took 38.9391s] +22/11/23 12:21:10| INFO m3wne_sld finished [took 40.2191s] +22/11/23 12:21:11| INFO m3wc_sld finished [took 42.5874s] +22/11/23 12:21:12| INFO m3w_sld finished [took 44.6187s] +22/11/23 12:26:31| 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 356.1195s] +22/11/23 12:26:42| INFO m3w_sld_gs finished [took 367.0376s] +22/11/23 12:26:42| INFO Dataset sample 0.10 of dataset imdb finished [took 375.3288s] +22/11/23 12:26:42| INFO Dataset sample 0.20 of dataset imdb started +22/11/23 12:27:19| INFO ref finished [took 28.2644s] +22/11/23 12:27:27| INFO m3wc_sld finished [took 37.7470s] +22/11/23 12:27:27| INFO m3wmc_sld finished [took 37.3375s] +22/11/23 12:27:27| INFO m3wne_sld finished [took 38.6171s] +22/11/23 12:27:28| INFO m3w_sld finished [took 42.7249s] +22/11/23 12:27:29| INFO m3wis_sld finished [took 37.3483s] +22/11/23 12:32:40| 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 349.3400s] +22/11/23 12:32:51| INFO m3w_sld_gs finished [took 360.3334s] +22/11/23 12:32:51| INFO Dataset sample 0.20 of dataset imdb finished [took 369.3504s] +22/11/23 12:32:51| INFO Dataset sample 0.30 of dataset imdb started +22/11/23 12:33:31| INFO ref finished [took 30.8008s] +22/11/23 12:33:41| INFO m3wmc_sld finished [took 39.3323s] +22/11/23 12:33:43| INFO m3w_sld finished [took 47.1306s] +22/11/23 12:33:44| INFO m3wis_sld finished [took 43.9691s] +22/11/23 12:33:44| INFO m3wne_sld finished [took 44.0094s] +22/11/23 12:33:45| INFO m3wc_sld finished [took 47.0569s] +22/11/23 12:39:07| 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 365.5059s] +22/11/23 12:39:18| INFO m3w_sld_gs finished [took 376.6307s] +22/11/23 12:39:18| INFO Dataset sample 0.30 of dataset imdb finished [took 386.9991s] +22/11/23 12:39:18| INFO Dataset sample 0.40 of dataset imdb started +22/11/23 12:39:58| INFO ref finished [took 31.0332s] +22/11/23 12:40:07| INFO m3w_sld finished [took 44.3730s] +22/11/23 12:40:09| INFO m3wis_sld finished [took 45.8072s] +22/11/23 12:40:09| INFO m3wmc_sld finished [took 45.7513s] +22/11/23 12:40:10| INFO m3wc_sld finished [took 47.3221s] +22/11/23 12:40:11| INFO m3wne_sld finished [took 46.8383s] +22/11/23 12:45:47| 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 381.3763s] +22/11/23 12:45:58| INFO m3w_sld_gs finished [took 392.5692s] +22/11/23 12:45:58| INFO Dataset sample 0.40 of dataset imdb finished [took 400.1518s] +22/11/23 12:45:58| INFO Dataset sample 0.50 of dataset imdb started +22/11/23 12:46:41| INFO ref finished [took 36.3806s] +22/11/23 12:46:52| INFO m3wmc_sld finished [took 46.1219s] +22/11/23 12:46:54| INFO m3w_sld finished [took 51.7617s] +22/11/23 12:46:54| INFO m3wne_sld finished [took 48.4856s] +22/11/23 12:46:54| INFO m3wc_sld finished [took 51.0148s] +22/11/23 12:46:55| INFO m3wis_sld finished [took 50.5689s] +22/11/23 12:52:24| 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 379.4847s] +22/11/23 12:52:37| INFO m3w_sld_gs finished [took 391.8152s] +22/11/23 12:52:37| INFO Dataset sample 0.50 of dataset imdb finished [took 398.5833s] +22/11/23 12:52:37| INFO Dataset sample 0.60 of dataset imdb started +22/11/23 12:53:26| INFO ref finished [took 34.0442s] +22/11/23 12:53:37| INFO m3w_sld finished [took 57.4088s] +22/11/23 12:53:38| INFO m3wc_sld finished [took 55.0654s] +22/11/23 12:53:38| INFO m3wmc_sld finished [took 56.0394s] +22/11/23 12:53:39| INFO m3wis_sld finished [took 53.5200s] +22/11/23 12:53:40| INFO m3wne_sld finished [took 58.1464s] +22/11/23 13:00:17| 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 448.9250s] +22/11/23 13:00:27| INFO m3w_sld_gs finished [took 459.7689s] +22/11/23 13:00:27| INFO Dataset sample 0.60 of dataset imdb finished [took 470.4828s] +22/11/23 13:00:27| INFO Dataset sample 0.70 of dataset imdb started +22/11/23 13:01:05| INFO ref finished [took 28.4229s] +22/11/23 13:01:15| INFO m3wmc_sld finished [took 41.4328s] +22/11/23 13:01:15| INFO m3w_sld finished [took 44.5048s] +22/11/23 13:01:15| INFO m3wis_sld finished [took 41.7876s] +22/11/23 13:01:15| INFO m3wne_sld finished [took 41.8161s] +22/11/23 13:01:17| INFO m3wc_sld finished [took 44.7471s] +22/11/23 13:06:47| 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 370.9799s] +22/11/23 13:06:58| INFO m3w_sld_gs finished [took 381.6872s] +22/11/23 13:06:58| INFO Dataset sample 0.70 of dataset imdb finished [took 390.2966s] +22/11/23 13:06:58| INFO Dataset sample 0.80 of dataset imdb started +22/11/23 13:07:37| INFO ref finished [took 29.4671s] +22/11/23 13:07:47| INFO m3wis_sld finished [took 41.0866s] +22/11/23 13:07:47| INFO m3wmc_sld finished [took 40.2828s] +22/11/23 13:07:48| INFO m3wc_sld finished [took 43.2777s] +22/11/23 13:07:48| INFO m3w_sld finished [took 47.0649s] +22/11/23 13:07:49| INFO m3wne_sld finished [took 41.6009s] +22/11/23 13:13:02| 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 354.9822s] +22/11/23 13:13:12| INFO m3w_sld_gs finished [took 365.6544s] +22/11/23 13:13:12| INFO Dataset sample 0.80 of dataset imdb finished [took 374.8787s] +22/11/23 13:13:13| INFO Dataset sample 0.90 of dataset imdb started +22/11/23 13:13:48| INFO ref finished [took 26.1526s] +22/11/23 13:13:55| INFO m3wc_sld finished [took 40.9106s] +22/11/23 13:13:56| INFO m3wis_sld finished [took 38.6163s] +22/11/23 13:13:57| INFO m3wne_sld finished [took 40.6622s] +22/11/23 13:13:58| INFO m3wmc_sld finished [took 41.5060s] +22/11/23 13:14:00| INFO m3w_sld finished [took 45.9820s] +22/11/23 13:19:08| 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 348.7108s] +22/11/23 13:19:19| INFO m3w_sld_gs finished [took 359.5795s] +22/11/23 13:19:19| INFO Dataset sample 0.90 of dataset imdb finished [took 366.0801s] diff --git a/output/main/rcv1_CCAT/rcv1_CCAT.pickle.old b/output/main/rcv1_CCAT/rcv1_CCAT.pickle.pre_mandoline similarity index 100% rename from output/main/rcv1_CCAT/rcv1_CCAT.pickle.old rename to output/main/rcv1_CCAT/rcv1_CCAT.pickle.pre_mandoline