diff --git a/quacc.log b/quacc.log index 9a3a210..6903248 100644 --- a/quacc.log +++ b/quacc.log @@ -10949,3 +10949,353 @@ 23/11/23 02:38:29| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'confidence': ['max_conf', 'entropy']} (score=0.12245) [took 352.2626s] 23/11/23 02:38:58| INFO m3w_sld_gs finished [took 381.4130s] 23/11/23 02:38:58| INFO Dataset sample 0.90 of dataset cifar10_dog finished [took 389.9326s] +---------------------------------------------------------------------------------------------------- +23/11/23 14:13:03| INFO dataset imdb_1prevs [pool size: 10] +23/11/23 14:13:10| INFO Dataset sample 0.50 of dataset imdb_1prevs started +23/11/23 14:13:56| INFO doc finished [took 32.5461s] +23/11/23 14:13:56| INFO ref finished [took 34.5929s] +23/11/23 14:13:59| INFO atc_mc finished [took 39.7904s] +23/11/23 14:14:04| INFO bin_sld finished [took 50.6471s] +23/11/23 14:14:13| INFO mul_sld finished [took 59.7841s] +23/11/23 14:24:13| INFO bin_kde finished [took 655.6011s] +23/11/23 14:30:41| INFO mul_kde finished [took 1042.5184s] +23/11/23 14:30:41| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 1051.0188s] +---------------------------------------------------------------------------------------------------- +24/11/23 12:19:49| INFO dataset rcv1_CCAT [pool size: 10] +---------------------------------------------------------------------------------------------------- +24/11/23 12:20:07| INFO dataset imdb_1prevs [pool size: 10] +24/11/23 12:20:14| INFO Dataset sample 0.50 of dataset imdb_1prevs started +24/11/23 12:20:35| INFO ref finished [took 17.6023s] +24/11/23 12:20:37| INFO doc finished [took 15.1031s] +24/11/23 12:20:40| INFO atc_mc finished [took 17.6415s] +24/11/23 12:20:41| INFO m3w_sld finished [took 22.1866s] +24/11/23 12:20:46| INFO mul_sld finished [took 28.6670s] +24/11/23 12:20:46| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 31.7107s] +---------------------------------------------------------------------------------------------------- +24/11/23 12:24:23| INFO dataset imdb_1prevs [pool size: 10] +24/11/23 12:24:29| INFO Dataset sample 0.50 of dataset imdb_1prevs started +24/11/23 12:24:57| INFO ref finished [took 20.1484s] +24/11/23 12:24:58| INFO doc finished [took 16.2542s] +24/11/23 12:25:01| INFO atc_mc finished [took 22.3052s] +24/11/23 12:25:01| INFO bin_sld finished [took 29.3454s] +24/11/23 12:25:03| INFO m3w_sld finished [took 26.0132s] +24/11/23 12:25:07| INFO mul_sld finished [took 32.1549s] +24/11/23 12:25:07| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 37.5426s] +25/11/23 23:09:39| ERROR estimate comparison failed. Exception: 'Logger' object has no attribute '_Logger__is_setup' +---------------------------------------------------------------------------------------------------- +25/11/23 23:15:10| INFO dataset imdb_1prevs [pool size: 10] +25/11/23 23:15:32| INFO Dataset sample 0.50 of dataset imdb_1prevs started +25/11/23 23:15:33| WARNING Dataset sample 0.50 of dataset imdb_1prevs failed. Exception: object.__new__() takes exactly one argument (the type to instantiate) +25/11/23 23:15:33| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 0.2613s] +25/11/23 23:15:33| WARNING Dataset sample 0.50 of dataset imdb_1prevs failed. Exception: No objects to concatenate +---------------------------------------------------------------------------------------------------- +25/11/23 23:15:56| INFO dataset imdb_1prevs [pool size: 10] +25/11/23 23:16:02| INFO Dataset sample 0.50 of dataset imdb_1prevs started +25/11/23 23:16:03| WARNING Dataset sample 0.50 of dataset imdb_1prevs failed. Exception: object.__new__() takes exactly one argument (the type to instantiate) +25/11/23 23:16:03| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 0.2083s] +25/11/23 23:16:03| WARNING Dataset sample 0.50 of dataset imdb_1prevs failed. Exception: No objects to concatenate +---------------------------------------------------------------------------------------------------- +25/11/23 23:16:52| INFO dataset imdb_1prevs [pool size: 10] +25/11/23 23:16:58| INFO Dataset sample 0.50 of dataset imdb_1prevs started +25/11/23 23:16:58| WARNING Dataset sample 0.50 of dataset imdb_1prevs failed. Exception: Logger.__new__() takes 1 positional argument but 2 were given +25/11/23 23:16:58| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 0.2287s] +25/11/23 23:16:58| WARNING Dataset sample 0.50 of dataset imdb_1prevs failed. Exception: No objects to concatenate +---------------------------------------------------------------------------------------------------- +25/11/23 23:18:22| INFO dataset imdb_1prevs [pool size: 10] +25/11/23 23:18:29| INFO Dataset sample 0.50 of dataset imdb_1prevs started +25/11/23 23:18:29| WARNING Dataset sample 0.50 of dataset imdb_1prevs failed. Exception: object.__new__() takes exactly one argument (the type to instantiate) +25/11/23 23:18:29| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 0.1994s] +25/11/23 23:18:29| WARNING Dataset sample 0.50 of dataset imdb_1prevs failed. Exception: No objects to concatenate +---------------------------------------------------------------------------------------------------- +25/11/23 23:20:56| INFO dataset imdb_1prevs [pool size: 10] +25/11/23 23:21:02| INFO Dataset sample 0.50 of dataset imdb_1prevs started +25/11/23 23:21:12| INFO ref finished [took 8.3176s] +25/11/23 23:21:12| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 9.9240s] +---------------------------------------------------------------------------------------------------- +25/11/23 23:24:20| INFO dataset imdb_1prevs [pool size: 10] +25/11/23 23:24:27| INFO Dataset sample 0.50 of dataset imdb_1prevs started +25/11/23 23:24:36| INFO ref finished [took 8.2453s] +25/11/23 23:24:36| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 9.7846s] +---------------------------------------------------------------------------------------------------- +25/11/23 23:27:01| INFO dataset imdb_1prevs [pool size: 10] +25/11/23 23:27:08| INFO Dataset sample 0.50 of dataset imdb_1prevs started +25/11/23 23:27:17| INFO ref finished [took 8.4169s] +25/11/23 23:27:17| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 9.6665s] +---------------------------------------------------------------------------------------------------- +25/11/23 23:27:53| INFO dataset imdb_1prevs [pool size: 10] +25/11/23 23:28:08| INFO Dataset sample 0.50 of dataset imdb_1prevs started +26/11/23 00:07:05| INFO ref finished [took 15.0738s] +---------------------------------------------------------------------------------------------------- +26/11/23 00:14:58| INFO dataset imdb_1prevs [pool size: 10] +26/11/23 00:15:05| INFO Dataset sample 0.50 of dataset imdb_1prevs started +26/11/23 00:15:14| INFO ref finished [took 8.2365s] +26/11/23 00:15:14| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 9.3738s] +---------------------------------------------------------------------------------------------------- +26/11/23 00:16:11| INFO dataset imdb_1prevs [pool size: 10] +26/11/23 00:16:18| INFO Dataset sample 0.50 of dataset imdb_1prevs started +26/11/23 00:16:27| INFO ref finished [took 8.4293s] +26/11/23 00:16:27| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 9.8483s] +---------------------------------------------------------------------------------------------------- +26/11/23 00:17:18| ERROR Evaluation over imdb_1prevs failed. Exception: 'Invalid estimator: estimator bin_pacc_gs does not exist' +---------------------------------------------------------------------------------------------------- +26/11/23 00:17:31| INFO dataset imdb_1prevs [pool size: 10] +26/11/23 00:17:37| INFO Dataset sample 0.50 of dataset imdb_1prevs started +26/11/23 00:17:56| INFO ref finished [took 11.7986s] +26/11/23 00:17:56| INFO doc finished [took 9.6139s] +26/11/23 00:18:02| INFO bin_sld finished [took 21.1728s] +26/11/23 00:18:02| INFO atc_mc finished [took 16.1916s] +---------------------------------------------------------------------------------------------------- +26/11/23 00:18:47| INFO dataset imdb_1prevs [pool size: 10] +26/11/23 00:18:53| INFO Dataset sample 0.50 of dataset imdb_1prevs started +26/11/23 00:19:11| INFO doc finished [took 9.3297s] +26/11/23 00:19:11| INFO ref finished [took 11.1819s] +26/11/23 00:19:16| INFO atc_mc finished [took 15.7185s] +26/11/23 00:19:17| INFO bin_sld finished [took 20.9569s] +26/11/23 00:23:37| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'confidence': ['isoft']} (score=0.01312) [took 278.5729s] +26/11/23 00:23:49| INFO bin_sld_gs finished [took 290.6389s] +26/11/23 00:23:49| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 296.2452s] +26/11/23 12:35:22| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str' +26/11/23 12:36:10| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str' +26/11/23 12:36:48| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str' +26/11/23 12:37:39| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str' +26/11/23 12:38:05| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str' +26/11/23 12:38:26| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str' +26/11/23 12:39:52| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str' +26/11/23 12:40:47| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str' +26/11/23 12:41:37| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str' +26/11/23 12:42:06| ERROR estimate comparison failed. Exception: unsupported operand type(s) for /: 'NoneType' and 'str' +---------------------------------------------------------------------------------------------------- +26/11/23 12:42:49| INFO dataset imdb_1prevs [pool size: 10] +26/11/23 12:42:56| INFO Dataset sample 0.50 of dataset imdb_1prevs started +26/11/23 12:43:11| INFO doc finished [took 8.8286s] +26/11/23 12:43:12| INFO ref finished [took 10.1487s] +26/11/23 12:43:15| INFO atc_mc finished [took 12.7258s] +26/11/23 12:43:16| INFO bin_sld finished [took 17.9662s] +26/11/23 12:43:16| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 20.1537s] +---------------------------------------------------------------------------------------------------- +26/11/23 12:51:42| INFO dataset imdb_1prevs [pool size: 10] +26/11/23 12:51:49| INFO Dataset sample 0.50 of dataset imdb_1prevs started +26/11/23 12:52:03| INFO doc finished [took 8.3487s] +26/11/23 12:52:04| INFO ref finished [took 10.9200s] +26/11/23 12:52:08| INFO atc_mc finished [took 12.3923s] +26/11/23 12:52:08| INFO bin_sld finished [took 16.5288s] +26/11/23 12:52:08| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 19.5545s] +---------------------------------------------------------------------------------------------------- +26/11/23 12:53:17| INFO dataset imdb_1prevs [pool size: 10] +26/11/23 12:53:23| INFO Dataset sample 0.40 of dataset imdb_1prevs started +26/11/23 12:53:38| INFO ref finished [took 10.3443s] +26/11/23 12:53:38| INFO doc finished [took 8.6077s] +26/11/23 12:53:41| INFO atc_mc finished [took 13.3207s] +26/11/23 12:53:42| INFO bin_sld finished [took 16.7658s] +26/11/23 12:53:42| INFO Dataset sample 0.40 of dataset imdb_1prevs finished [took 19.1411s] +---------------------------------------------------------------------------------------------------- +26/11/23 12:53:43| INFO dataset rcv1_CCAT_1prevs [pool size: 10] +26/11/23 12:56:39| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started +26/11/23 12:57:15| INFO ref finished [took 31.0756s] +26/11/23 12:57:16| INFO doc finished [took 28.5057s] +26/11/23 12:57:17| INFO bin_sld finished [took 35.9361s] +26/11/23 12:57:18| INFO atc_mc finished [took 32.5660s] +26/11/23 12:57:18| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 38.8987s] +---------------------------------------------------------------------------------------------------- +26/11/23 13:14:31| INFO dataset imdb_1prevs [pool size: 10] +26/11/23 13:14:37| INFO Dataset sample 0.40 of dataset imdb_1prevs started +26/11/23 13:14:37| WARNING Dataset sample 0.40 of dataset imdb_1prevs failed. Exception: 'environ' object has no attribute 'items' +26/11/23 13:14:38| WARNING Dataset sample 0.40 of dataset imdb_1prevs failed. Exception: 'environ' object has no attribute 'items' +26/11/23 13:14:38| WARNING Dataset sample 0.40 of dataset imdb_1prevs failed. Exception: 'environ' object has no attribute 'items' +26/11/23 13:14:38| WARNING Dataset sample 0.40 of dataset imdb_1prevs failed. Exception: 'environ' object has no attribute 'items' +26/11/23 13:14:38| INFO Dataset sample 0.40 of dataset imdb_1prevs finished [took 0.7827s] +26/11/23 13:14:38| WARNING Dataset sample 0.40 of dataset imdb_1prevs failed. Exception: No objects to concatenate +---------------------------------------------------------------------------------------------------- +26/11/23 13:14:38| INFO dataset rcv1_CCAT_1prevs [pool size: 10] +26/11/23 13:14:42| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started +26/11/23 13:14:43| WARNING Dataset sample 0.50 of dataset rcv1_CCAT_1prevs failed. Exception: 'environ' object has no attribute 'items' +26/11/23 13:14:44| WARNING Dataset sample 0.50 of dataset rcv1_CCAT_1prevs failed. Exception: 'environ' object has no attribute 'items' +26/11/23 13:14:45| WARNING Dataset sample 0.50 of dataset rcv1_CCAT_1prevs failed. Exception: 'environ' object has no attribute 'items' +26/11/23 13:14:46| WARNING Dataset sample 0.50 of dataset rcv1_CCAT_1prevs failed. Exception: 'environ' object has no attribute 'items' +26/11/23 13:14:46| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 4.8912s] +26/11/23 13:14:46| WARNING Dataset sample 0.50 of dataset rcv1_CCAT_1prevs failed. Exception: No objects to concatenate +---------------------------------------------------------------------------------------------------- +26/11/23 13:28:23| INFO dataset imdb_1prevs [pool size: 10] +26/11/23 13:28:29| INFO Dataset sample 0.40 of dataset imdb_1prevs started +26/11/23 13:28:30| WARNING Dataset sample 0.40 of dataset imdb_1prevs failed. Exception: 'environ' object has no attribute 'items' +26/11/23 13:28:30| INFO Dataset sample 0.40 of dataset imdb_1prevs finished [took 0.2838s] +26/11/23 13:28:30| WARNING Dataset sample 0.40 of dataset imdb_1prevs failed. Exception: 'ApplyResult' object has no attribute 'data' +---------------------------------------------------------------------------------------------------- +26/11/23 13:28:30| INFO dataset rcv1_CCAT_1prevs [pool size: 10] +26/11/23 13:28:33| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started +26/11/23 13:28:35| WARNING Dataset sample 0.50 of dataset rcv1_CCAT_1prevs failed. Exception: 'environ' object has no attribute 'items' +26/11/23 13:28:35| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 1.4252s] +26/11/23 13:28:35| WARNING Dataset sample 0.50 of dataset rcv1_CCAT_1prevs failed. Exception: 'ApplyResult' object has no attribute 'data' +---------------------------------------------------------------------------------------------------- +26/11/23 13:31:08| INFO dataset imdb_1prevs [pool size: 10] +26/11/23 13:31:15| INFO Dataset sample 0.40 of dataset imdb_1prevs started +26/11/23 13:31:29| INFO ref finished [took 10.9091s] +26/11/23 13:31:29| INFO doc finished [took 8.7695s] +26/11/23 13:31:33| INFO atc_mc finished [took 12.6925s] +26/11/23 13:31:33| INFO bin_sld finished [took 16.2455s] +26/11/23 13:31:33| INFO Dataset sample 0.40 of dataset imdb_1prevs finished [took 18.0848s] +---------------------------------------------------------------------------------------------------- +26/11/23 13:31:33| INFO dataset rcv1_CCAT_1prevs [pool size: 10] +26/11/23 13:31:37| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started +26/11/23 13:32:12| INFO ref finished [took 30.5893s] +26/11/23 13:32:13| INFO bin_sld finished [took 34.5529s] +26/11/23 13:32:14| INFO doc finished [took 28.3129s] +26/11/23 13:32:18| INFO atc_mc finished [took 35.3325s] +26/11/23 13:32:18| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 41.8520s] +---------------------------------------------------------------------------------------------------- +26/11/23 13:56:17| INFO dataset imdb_1prevs [pool size: 10] +26/11/23 13:56:23| INFO Dataset sample 0.40 of dataset imdb_1prevs started +26/11/23 13:56:38| INFO ref finished [took 11.1801s] +26/11/23 13:56:38| INFO doc finished [took 8.8447s] +26/11/23 13:56:41| INFO atc_mc finished [took 13.4614s] +26/11/23 13:56:42| INFO bin_sld finished [took 17.2343s] +26/11/23 13:56:42| INFO Dataset sample 0.40 of dataset imdb_1prevs finished [took 19.1619s] +---------------------------------------------------------------------------------------------------- +26/11/23 13:56:43| INFO dataset rcv1_CCAT_1prevs [pool size: 10] +26/11/23 13:56:46| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs started +26/11/23 13:57:20| INFO ref finished [took 29.5824s] +26/11/23 13:57:21| INFO doc finished [took 27.7713s] +26/11/23 13:57:22| INFO bin_sld finished [took 34.0524s] +26/11/23 13:57:25| INFO atc_mc finished [took 33.7363s] +26/11/23 13:57:25| INFO Dataset sample 0.50 of dataset rcv1_CCAT_1prevs finished [took 39.3207s] +---------------------------------------------------------------------------------------------------- +26/11/23 14:00:26| INFO dataset imdb_1prevs [pool size: 10] +26/11/23 14:00:33| INFO Dataset sample 0.50 of dataset imdb_1prevs started +26/11/23 14:01:26| INFO bin_sld finished [took 50.7765s] +26/11/23 14:01:34| INFO binmc_sld finished [took 44.2032s] +26/11/23 14:01:41| INFO m3w_sld finished [took 60.0964s] +26/11/23 14:01:43| INFO m3wc_sld finished [took 56.6741s] +26/11/23 14:01:46| INFO binc_sld finished [took 62.5976s] +26/11/23 14:01:53| INFO m3wmc_sld finished [took 57.1598s] +26/11/23 14:01:53| INFO mulc_sld finished [took 67.1949s] +26/11/23 14:01:59| INFO mulmc_sld finished [took 66.6559s] +26/11/23 14:02:01| INFO mul_sld finished [took 83.1596s] +26/11/23 14:02:01| INFO binne_sld finished [took 63.2790s] +26/11/23 14:03:31| INFO m3wne_sld finished [took 110.9529s] +26/11/23 14:03:36| INFO mulne_sld finished [took 126.4873s] +26/11/23 14:03:45| INFO binis_sld finished [took 120.7323s] +26/11/23 14:03:55| INFO m3wis_sld finished [took 120.8105s] +26/11/23 14:04:14| INFO mulis_sld finished [took 142.7732s] +26/11/23 14:18:23| INFO bin_kde finished [took 980.5554s] +26/11/23 14:19:06| INFO binc_kde finished [took 1015.1475s] +26/11/23 14:20:39| INFO binmc_kde finished [took 1011.1490s] +26/11/23 14:21:24| INFO binne_kde finished [took 1019.7832s] +26/11/23 14:28:57| INFO mul_kde finished [took 1615.1812s] +26/11/23 14:29:09| INFO m3w_kde finished [took 1620.8232s] +26/11/23 14:29:35| INFO ref finished [took 22.2471s] +26/11/23 14:30:16| INFO atc_mc finished [took 36.9250s] +26/11/23 14:30:39| INFO doc finished [took 17.6178s] +26/11/23 14:31:18| INFO m3wc_kde finished [took 1658.5121s] +26/11/23 14:32:33| INFO m3wmc_kde finished [took 1707.5099s] +26/11/23 14:32:54| INFO mulmc_kde finished [took 1739.1909s] +26/11/23 14:32:56| INFO mulc_kde finished [took 1843.3563s] +26/11/23 14:35:05| INFO binis_kde finished [took 860.8087s] +26/11/23 14:43:31| INFO m3wne_kde finished [took 1460.1224s] +26/11/23 14:45:54| INFO mulne_kde finished [took 1647.6246s] +26/11/23 14:46:25| INFO mulis_kde finished [took 1495.9289s] +26/11/23 14:47:44| INFO m3wis_kde finished [took 1124.0304s] +26/11/23 14:47:44| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 2831.2208s] +---------------------------------------------------------------------------------------------------- +26/11/23 16:21:38| INFO dataset imdb_1prevs [pool size: 10] +26/11/23 16:21:45| INFO Dataset sample 0.50 of dataset imdb_1prevs started +26/11/23 16:22:10| INFO doc finished [took 18.6205s] +26/11/23 16:22:12| INFO ref finished [took 18.6199s] +26/11/23 16:22:15| INFO atc_mc finished [took 20.0159s] +26/11/23 16:22:16| INFO bin_sld finished [took 28.3344s] +26/11/23 16:22:17| INFO m3w_sld finished [took 24.3171s] +26/11/23 16:22:21| INFO mul_sld finished [took 29.6179s] +26/11/23 16:22:21| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 35.9986s] +---------------------------------------------------------------------------------------------------- +26/11/23 16:23:08| INFO dataset imdb_1prevs [pool size: 10] +26/11/23 16:23:14| INFO Dataset sample 0.50 of dataset imdb_1prevs started +26/11/23 16:23:40| INFO ref finished [took 16.8099s] +26/11/23 16:23:40| INFO doc finished [took 15.1661s] +26/11/23 16:23:43| INFO atc_mc finished [took 21.2824s] +26/11/23 16:23:44| INFO bin_sld finished [took 26.5138s] +26/11/23 16:23:45| INFO m3w_sld finished [took 24.8415s] +26/11/23 16:23:49| INFO mul_sld finished [took 28.7849s] +26/11/23 16:23:49| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 34.1335s] +---------------------------------------------------------------------------------------------------- +26/11/23 16:24:00| INFO dataset imdb_1prevs [pool size: 10] +26/11/23 16:24:07| INFO Dataset sample 0.50 of dataset imdb_1prevs started +26/11/23 16:24:35| INFO ref finished [took 21.2039s] +26/11/23 16:24:35| INFO doc finished [took 16.5994s] +26/11/23 16:24:38| INFO atc_mc finished [took 21.2076s] +26/11/23 16:24:39| INFO bin_sld finished [took 28.2131s] +26/11/23 16:24:39| INFO m3w_sld finished [took 25.8440s] +26/11/23 16:24:43| INFO mul_sld finished [took 31.8643s] +26/11/23 16:24:43| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 36.6313s] +---------------------------------------------------------------------------------------------------- +26/11/23 16:26:22| INFO dataset imdb [pool size: 10] +26/11/23 16:26:29| INFO Dataset sample 0.10 of dataset imdb started +26/11/23 16:26:46| INFO doc finished [took 11.3898s] +26/11/23 16:26:46| INFO ref finished [took 14.1952s] +26/11/23 16:26:49| INFO atc_mc finished [took 16.1407s] +26/11/23 16:26:52| INFO m3w_sld finished [took 20.3713s] +26/11/23 16:26:58| INFO bin_sld finished [took 28.5205s] +26/11/23 16:27:06| INFO mul_sld finished [took 35.8858s] +26/11/23 16:27:06| INFO Dataset sample 0.10 of dataset imdb finished [took 37.4182s] +26/11/23 16:27:06| INFO Dataset sample 0.20 of dataset imdb started +26/11/23 16:27:25| INFO ref finished [took 15.6790s] +26/11/23 16:27:25| INFO doc finished [took 13.8983s] +26/11/23 16:27:29| INFO atc_mc finished [took 18.4964s] +26/11/23 16:27:29| INFO m3w_sld finished [took 19.6282s] +26/11/23 16:27:37| INFO bin_sld finished [took 30.2087s] +26/11/23 16:27:41| INFO mul_sld finished [took 32.5278s] +26/11/23 16:27:41| INFO Dataset sample 0.20 of dataset imdb finished [took 34.2369s] +26/11/23 16:27:41| INFO Dataset sample 0.30 of dataset imdb started +26/11/23 16:27:59| INFO ref finished [took 14.1290s] +26/11/23 16:28:00| INFO doc finished [took 14.2235s] +26/11/23 16:28:04| INFO atc_mc finished [took 17.3388s] +26/11/23 16:28:05| INFO m3w_sld finished [took 20.9451s] +26/11/23 16:28:08| INFO bin_sld finished [took 25.7576s] +26/11/23 16:28:09| INFO mul_sld finished [took 26.4283s] +26/11/23 16:28:09| INFO Dataset sample 0.30 of dataset imdb finished [took 28.2265s] +26/11/23 16:28:09| INFO Dataset sample 0.40 of dataset imdb started +26/11/23 16:28:28| INFO doc finished [took 13.4465s] +26/11/23 16:28:28| INFO ref finished [took 16.2233s] +26/11/23 16:28:31| INFO atc_mc finished [took 17.8511s] +26/11/23 16:28:33| INFO m3w_sld finished [took 21.1365s] +26/11/23 16:28:36| INFO bin_sld finished [took 25.8370s] +26/11/23 16:28:38| INFO mul_sld finished [took 27.5821s] +26/11/23 16:28:38| INFO Dataset sample 0.40 of dataset imdb finished [took 29.5875s] +26/11/23 16:28:38| INFO Dataset sample 0.50 of dataset imdb started +26/11/23 16:28:59| INFO ref finished [took 17.4782s] +26/11/23 16:28:59| INFO doc finished [took 16.2926s] +26/11/23 16:29:03| INFO atc_mc finished [took 20.7857s] +26/11/23 16:29:04| INFO m3w_sld finished [took 23.5271s] +26/11/23 16:29:05| INFO bin_sld finished [took 25.8989s] +26/11/23 16:29:09| INFO mul_sld finished [took 28.5549s] +26/11/23 16:29:09| INFO Dataset sample 0.50 of dataset imdb finished [took 30.5951s] +26/11/23 16:29:09| INFO Dataset sample 0.60 of dataset imdb started +26/11/23 16:29:28| INFO doc finished [took 14.5227s] +26/11/23 16:29:29| INFO ref finished [took 17.3996s] +26/11/23 16:29:32| INFO atc_mc finished [took 18.4573s] +26/11/23 16:29:33| INFO m3w_sld finished [took 21.9935s] +26/11/23 16:29:35| INFO bin_sld finished [took 25.5923s] +26/11/23 16:29:37| INFO mul_sld finished [took 26.4603s] +26/11/23 16:29:37| INFO Dataset sample 0.60 of dataset imdb finished [took 28.1236s] +26/11/23 16:29:37| INFO Dataset sample 0.70 of dataset imdb started +26/11/23 16:29:57| INFO doc finished [took 14.5036s] +26/11/23 16:29:58| INFO ref finished [took 17.3913s] +26/11/23 16:30:02| INFO atc_mc finished [took 20.0928s] +26/11/23 16:30:03| INFO m3w_sld finished [took 22.2008s] +26/11/23 16:30:04| INFO bin_sld finished [took 25.7488s] +26/11/23 16:30:06| INFO mul_sld finished [took 26.0060s] +26/11/23 16:30:06| INFO Dataset sample 0.70 of dataset imdb finished [took 28.8196s] +26/11/23 16:30:06| INFO Dataset sample 0.80 of dataset imdb started +26/11/23 16:30:27| INFO ref finished [took 16.3992s] +26/11/23 16:30:27| INFO doc finished [took 15.5131s] +26/11/23 16:30:30| INFO m3w_sld finished [took 21.9561s] +26/11/23 16:30:31| INFO atc_mc finished [took 19.9598s] +26/11/23 16:30:35| INFO mul_sld finished [took 27.1376s] +26/11/23 16:30:36| INFO bin_sld finished [took 28.3528s] +26/11/23 16:30:36| INFO Dataset sample 0.80 of dataset imdb finished [took 29.8656s] +26/11/23 16:30:36| INFO Dataset sample 0.90 of dataset imdb started +26/11/23 16:30:53| INFO doc finished [took 13.1831s] +26/11/23 16:30:56| INFO ref finished [took 16.5231s] +26/11/23 16:30:59| INFO atc_mc finished [took 19.5031s] +26/11/23 16:31:02| INFO m3w_sld finished [took 23.6839s] +26/11/23 16:31:03| INFO bin_sld finished [took 26.3150s] +26/11/23 16:31:07| INFO mul_sld finished [took 29.8139s] +26/11/23 16:31:07| INFO Dataset sample 0.90 of dataset imdb finished [took 31.3702s] diff --git a/remote.log b/remote.log index 57c9cd4..3abf1d4 100644 --- a/remote.log +++ b/remote.log @@ -6654,3 +6654,527 @@ 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] +---------------------------------------------------------------------------------------------------- +23/11/23 15:16:50| INFO dataset rcv1_CCAT [pool size: 10] +23/11/23 15:16:55| INFO Dataset sample 0.10 of dataset rcv1_CCAT started +23/11/23 15:40:15| INFO binmc_kde finished [took 1337.5735s] +23/11/23 15:43:12| INFO m3w_kde finished [took 1561.1538s] +23/11/23 15:44:32| INFO bin_kde finished [took 1652.9838s] +23/11/23 15:45:55| INFO binc_kde finished [took 1711.9234s] +23/11/23 15:46:05| INFO binne_kde finished [took 1637.2318s] +23/11/23 15:50:17| INFO mul_kde finished [took 1993.0660s] +23/11/23 15:50:20| INFO m3wmc_kde finished [took 1914.9408s] +23/11/23 15:50:34| INFO mulc_kde finished [took 1976.5433s] +23/11/23 15:51:28| INFO m3wc_kde finished [took 2021.3709s] +23/11/23 15:51:38| INFO ref finished [took 77.3027s] +23/11/23 15:51:45| INFO atc_mc finished [took 80.2824s] +23/11/23 15:51:52| INFO doc finished [took 73.0344s] +23/11/23 15:52:38| INFO mulmc_kde finished [took 2067.6085s] +23/11/23 16:02:34| INFO binis_kde finished [took 1078.0868s] +23/11/23 16:04:57| INFO mulne_kde finished [took 1477.6631s] +23/11/23 16:05:18| INFO m3wne_kde finished [took 1321.7208s] +23/11/23 16:06:07| INFO m3wis_kde finished [took 1195.5465s] +23/11/23 16:07:11| INFO mulis_kde finished [took 1271.7126s] +23/11/23 16:07:11| INFO Dataset sample 0.10 of dataset rcv1_CCAT finished [took 3015.4073s] +23/11/23 16:07:11| INFO Dataset sample 0.20 of dataset rcv1_CCAT started +23/11/23 16:29:55| INFO bin_kde finished [took 1361.1465s] +23/11/23 16:29:55| INFO binmc_kde finished [took 1294.2354s] +23/11/23 16:30:13| INFO binc_kde finished [took 1355.3329s] +23/11/23 16:31:53| INFO m3wmc_kde finished [took 1376.0827s] +23/11/23 16:31:54| INFO binne_kde finished [took 1355.2683s] +23/11/23 16:38:05| INFO m3w_kde finished [took 1837.0246s] +23/11/23 16:38:06| INFO mul_kde finished [took 1847.3069s] +23/11/23 16:38:43| INFO mulc_kde finished [took 1851.7539s] +23/11/23 16:39:33| INFO ref finished [took 83.6734s] +23/11/23 16:39:47| INFO atc_mc finished [took 91.2254s] +23/11/23 16:39:53| INFO doc finished [took 63.5124s] +23/11/23 16:41:07| INFO m3wc_kde finished [took 1978.6550s] +23/11/23 16:41:10| INFO mulmc_kde finished [took 1948.7836s] +23/11/23 16:46:10| INFO binis_kde finished [took 946.1116s] +23/11/23 16:50:53| INFO m3wis_kde finished [took 1119.3532s] +23/11/23 16:51:04| INFO m3wne_kde finished [took 1257.7605s] +23/11/23 16:51:58| INFO mulis_kde finished [took 1193.2335s] +23/11/23 16:53:17| INFO mulne_kde finished [took 1398.5109s] +23/11/23 16:53:17| INFO Dataset sample 0.20 of dataset rcv1_CCAT finished [took 2766.6825s] +23/11/23 16:53:17| INFO Dataset sample 0.30 of dataset rcv1_CCAT started +23/11/23 17:12:41| INFO bin_kde finished [took 1160.3037s] +23/11/23 17:15:29| INFO binc_kde finished [took 1300.3027s] +23/11/23 17:16:10| INFO binne_kde finished [took 1234.3724s] +23/11/23 17:18:00| INFO binmc_kde finished [took 1400.3620s] +23/11/23 17:23:48| INFO m3w_kde finished [took 1811.5755s] +23/11/23 17:27:32| INFO mul_kde finished [took 2045.7490s] +23/11/23 17:28:47| INFO mulc_kde finished [took 2085.1094s] +23/11/23 17:28:56| INFO ref finished [took 77.1205s] +23/11/23 17:29:03| INFO m3wc_kde finished [took 2082.6004s] +23/11/23 17:29:37| INFO m3wmc_kde finished [took 2066.1209s] +23/11/23 17:30:14| INFO doc finished [took 73.2333s] +23/11/23 17:30:19| INFO atc_mc finished [took 86.2682s] +23/11/23 17:31:07| INFO mulmc_kde finished [took 2175.0990s] +23/11/23 17:32:21| INFO binis_kde finished [took 961.1550s] +23/11/23 17:37:41| INFO m3wne_kde finished [took 1326.2162s] +23/11/23 17:37:48| INFO mulne_kde finished [took 1501.7124s] +23/11/23 17:40:41| INFO mulis_kde finished [took 1355.9725s] +23/11/23 17:42:50| INFO m3wis_kde finished [took 1136.5640s] +23/11/23 17:42:50| INFO Dataset sample 0.30 of dataset rcv1_CCAT finished [took 2972.2057s] +23/11/23 17:42:50| INFO Dataset sample 0.40 of dataset rcv1_CCAT started +23/11/23 18:02:10| INFO bin_kde finished [took 1157.1904s] +23/11/23 18:04:21| INFO binmc_kde finished [took 1227.0944s] +23/11/23 18:06:38| INFO binc_kde finished [took 1401.9698s] +23/11/23 18:07:04| INFO binne_kde finished [took 1334.8716s] +23/11/23 18:12:53| INFO m3wc_kde finished [took 1750.2074s] +23/11/23 18:15:38| INFO mul_kde finished [took 1959.7971s] +23/11/23 18:15:55| INFO m3w_kde finished [took 1968.6697s] +23/11/23 18:16:52| INFO atc_mc finished [took 54.6940s] +23/11/23 18:16:56| INFO m3wmc_kde finished [took 1944.2103s] +23/11/23 18:16:59| INFO ref finished [took 77.8715s] +23/11/23 18:17:39| INFO doc finished [took 43.8137s] +23/11/23 18:18:02| INFO mulc_kde finished [took 2073.4100s] +23/11/23 18:18:54| INFO mulmc_kde finished [took 2081.0975s] +23/11/23 18:21:10| INFO binis_kde finished [took 868.3321s] +23/11/23 18:26:21| INFO m3wne_kde finished [took 1316.8466s] +23/11/23 18:26:57| INFO mulne_kde finished [took 1484.8247s] +23/11/23 18:29:49| INFO mulis_kde finished [took 1357.9865s] +23/11/23 18:30:10| INFO m3wis_kde finished [took 1032.2616s] +23/11/23 18:30:10| INFO Dataset sample 0.40 of dataset rcv1_CCAT finished [took 2839.9414s] +23/11/23 18:30:10| INFO Dataset sample 0.50 of dataset rcv1_CCAT started +23/11/23 18:51:35| INFO binne_kde finished [took 1144.1824s] +23/11/23 18:52:09| INFO binmc_kde finished [took 1243.0766s] +23/11/23 18:52:27| INFO bin_kde finished [took 1334.0501s] +23/11/23 18:53:20| INFO binc_kde finished [took 1363.3183s] +23/11/23 19:02:12| INFO m3wmc_kde finished [took 1805.4562s] +23/11/23 19:04:22| INFO m3w_kde finished [took 2036.1553s] +23/11/23 19:05:12| INFO mul_kde finished [took 2094.7460s] +23/11/23 19:05:41| INFO ref finished [took 74.9381s] +23/11/23 19:06:33| INFO doc finished [took 46.3921s] +23/11/23 19:06:44| INFO atc_mc finished [took 88.0613s] +23/11/23 19:07:08| INFO mulc_kde finished [took 2174.3775s] +23/11/23 19:07:33| INFO m3wc_kde finished [took 2183.8982s] +23/11/23 19:08:49| INFO binis_kde finished [took 969.7053s] +23/11/23 19:09:20| INFO mulmc_kde finished [took 2253.3522s] +23/11/23 19:16:41| INFO mulis_kde finished [took 1385.9680s] +23/11/23 19:18:03| INFO m3wne_kde finished [took 1546.2222s] +23/11/23 19:18:44| INFO mulne_kde finished [took 1624.2415s] +23/11/23 19:21:32| INFO m3wis_kde finished [took 1154.4551s] +23/11/23 19:21:32| INFO Dataset sample 0.50 of dataset rcv1_CCAT finished [took 3081.9271s] +23/11/23 19:21:32| INFO Dataset sample 0.60 of dataset rcv1_CCAT started +23/11/23 19:40:43| INFO bin_kde finished [took 1148.1581s] +23/11/23 19:43:46| INFO binmc_kde finished [took 1265.1515s] +23/11/23 19:44:05| INFO binc_kde finished [took 1326.4370s] +23/11/23 19:44:14| INFO binne_kde finished [took 1232.0657s] +23/11/23 19:49:30| INFO m3w_kde finished [took 1661.8928s] +23/11/23 19:54:37| INFO m3wmc_kde finished [took 1875.8123s] +23/11/23 19:55:02| INFO mul_kde finished [took 2002.3107s] +23/11/23 19:55:44| INFO m3wc_kde finished [took 1996.8488s] +23/11/23 19:56:02| INFO ref finished [took 79.5554s] +23/11/23 19:56:35| INFO atc_mc finished [took 88.9428s] +23/11/23 19:56:55| INFO doc finished [took 67.8470s] +23/11/23 19:57:51| INFO mulmc_kde finished [took 2089.8208s] +23/11/23 19:58:26| INFO binis_kde finished [took 853.6881s] +23/11/23 19:59:00| INFO mulc_kde finished [took 2205.8052s] +23/11/23 20:06:49| INFO m3wne_kde finished [took 1377.4000s] +23/11/23 20:07:24| INFO mulne_kde finished [took 1597.4391s] +23/11/23 20:08:04| INFO mulis_kde finished [took 1418.6447s] +23/11/23 20:08:53| INFO m3wis_kde finished [took 1159.5293s] +23/11/23 20:08:53| INFO Dataset sample 0.60 of dataset rcv1_CCAT finished [took 2841.5354s] +23/11/23 20:08:53| INFO Dataset sample 0.70 of dataset rcv1_CCAT started +23/11/23 20:29:01| INFO binmc_kde finished [took 1131.1116s] +23/11/23 20:31:44| INFO bin_kde finished [took 1367.5833s] +23/11/23 20:32:24| INFO binc_kde finished [took 1383.8557s] +23/11/23 20:32:35| INFO binne_kde finished [took 1284.6004s] +23/11/23 20:36:47| INFO m3w_kde finished [took 1656.2636s] +23/11/23 20:42:33| INFO m3wmc_kde finished [took 1901.9232s] +23/11/23 20:42:48| INFO mul_kde finished [took 2026.2925s] +23/11/23 20:43:45| INFO m3wc_kde finished [took 2034.2894s] +23/11/23 20:43:57| INFO ref finished [took 78.9510s] +23/11/23 20:44:19| INFO atc_mc finished [took 86.8642s] +23/11/23 20:44:45| INFO doc finished [took 55.0507s] +23/11/23 20:45:56| INFO mulc_kde finished [took 2184.8473s] +23/11/23 20:46:12| INFO mulmc_kde finished [took 2139.2499s] +23/11/23 20:48:03| INFO binis_kde finished [took 933.5429s] +23/11/23 20:55:11| INFO mulis_kde finished [took 1342.9898s] +23/11/23 20:55:39| INFO mulne_kde finished [took 1592.8868s] +23/11/23 20:56:03| INFO m3wne_kde finished [took 1454.2069s] +23/11/23 20:56:59| INFO m3wis_kde finished [took 1205.5744s] +23/11/23 20:56:59| INFO Dataset sample 0.70 of dataset rcv1_CCAT finished [took 2885.8894s] +23/11/23 20:56:59| INFO Dataset sample 0.80 of dataset rcv1_CCAT started +23/11/23 21:18:38| INFO binmc_kde finished [took 1220.6099s] +23/11/23 21:20:39| INFO binc_kde finished [took 1391.6751s] +23/11/23 21:21:28| INFO bin_kde finished [took 1464.7901s] +23/11/23 21:22:53| INFO binne_kde finished [took 1424.1633s] +23/11/23 21:27:21| INFO m3wc_kde finished [took 1764.8204s] +23/11/23 21:29:54| INFO mulmc_kde finished [took 1878.7668s] +23/11/23 21:30:01| INFO m3w_kde finished [took 1965.2306s] +23/11/23 21:30:25| INFO mul_kde finished [took 1997.4075s] +23/11/23 21:30:51| INFO ref finished [took 52.6049s] +23/11/23 21:31:23| INFO atc_mc finished [took 77.0412s] +23/11/23 21:31:24| INFO doc finished [took 53.2133s] +23/11/23 21:31:59| INFO m3wmc_kde finished [took 1985.7035s] +23/11/23 21:33:51| INFO mulc_kde finished [took 2169.3534s] +23/11/23 21:37:29| INFO binis_kde finished [took 953.3547s] +23/11/23 21:42:29| INFO m3wne_kde finished [took 1303.1472s] +23/11/23 21:42:46| INFO mulne_kde finished [took 1442.0899s] +23/11/23 21:44:09| INFO mulis_kde finished [took 1269.8525s] +23/11/23 21:45:10| INFO m3wis_kde finished [took 1062.1402s] +23/11/23 21:45:10| INFO Dataset sample 0.80 of dataset rcv1_CCAT finished [took 2891.0815s] +23/11/23 21:45:10| INFO Dataset sample 0.90 of dataset rcv1_CCAT started +23/11/23 22:08:31| INFO binne_kde finished [took 1271.1950s] +23/11/23 22:10:02| INFO binc_kde finished [took 1465.5578s] +23/11/23 22:15:29| INFO bin_kde finished [took 1815.5886s] +23/11/23 22:16:20| INFO binmc_kde finished [took 1797.1960s] +23/11/23 22:20:03| INFO m3w_kde finished [took 2077.6018s] +23/11/23 22:20:16| INFO m3wmc_kde finished [took 2002.7728s] +23/11/23 22:21:13| INFO mulmc_kde finished [took 2075.5377s] +23/11/23 22:21:43| INFO mul_kde finished [took 2185.7706s] +23/11/23 22:21:50| INFO m3wc_kde finished [took 2141.4655s] +23/11/23 22:22:26| INFO ref finished [took 122.9782s] +23/11/23 22:22:34| INFO doc finished [took 47.3158s] +23/11/23 22:22:51| INFO atc_mc finished [took 91.4667s] +23/11/23 22:23:35| INFO mulc_kde finished [took 2263.6269s] +23/11/23 22:33:28| INFO m3wne_kde finished [took 1398.8580s] +23/11/23 22:34:12| INFO binis_kde finished [took 1118.8186s] +23/11/23 22:34:25| INFO mulne_kde finished [took 1550.8881s] +23/11/23 22:38:17| INFO mulis_kde finished [took 1312.6862s] +23/11/23 22:38:28| INFO m3wis_kde finished [took 1099.6641s] +23/11/23 22:38:28| INFO Dataset sample 0.90 of dataset rcv1_CCAT finished [took 3197.4873s] +---------------------------------------------------------------------------------------------------- +23/11/23 22:58:05| INFO dataset rcv1_CCAT [pool size: 10] +23/11/23 22:58:10| INFO Dataset sample 0.10 of dataset rcv1_CCAT started +23/11/23 23:01:48| INFO ref finished [took 173.6784s] +23/11/23 23:01:49| INFO m3w_sld finished [took 206.7811s] +23/11/23 23:02:02| INFO doc finished [took 165.0709s] +23/11/23 23:02:06| INFO bin_sld finished [took 232.9454s] +23/11/23 23:02:07| INFO atc_mc finished [took 183.4324s] +23/11/23 23:02:26| INFO mul_sld finished [took 248.7928s] +23/11/23 23:15:18| INFO bin_kde finished [took 1009.8577s] +23/11/23 23:17:07| INFO m3w_kde finished [took 1101.3094s] +23/11/23 23:18:18| INFO mul_kde finished [took 1181.7599s] +23/11/23 23:18:18| INFO Dataset sample 0.10 of dataset rcv1_CCAT finished [took 1207.6458s] +23/11/23 23:18:18| INFO Dataset sample 0.20 of dataset rcv1_CCAT started +23/11/23 23:22:26| INFO m3w_sld finished [took 235.6228s] +23/11/23 23:22:32| INFO mul_sld finished [took 247.9597s] +23/11/23 23:22:34| INFO bin_sld finished [took 253.1929s] +23/11/23 23:22:37| INFO ref finished [took 208.8381s] +23/11/23 23:22:40| INFO doc finished [took 192.9710s] +23/11/23 23:22:44| INFO atc_mc finished [took 201.4423s] +23/11/23 23:32:33| INFO bin_kde finished [took 834.8286s] +23/11/23 23:35:22| INFO m3w_kde finished [took 986.0598s] +23/11/23 23:35:43| INFO mul_kde finished [took 1016.9145s] +23/11/23 23:35:43| INFO Dataset sample 0.20 of dataset rcv1_CCAT finished [took 1045.5277s] +23/11/23 23:35:43| INFO Dataset sample 0.30 of dataset rcv1_CCAT started +23/11/23 23:40:06| INFO doc finished [took 190.3238s] +23/11/23 23:40:11| INFO m3w_sld finished [took 255.8221s] +23/11/23 23:40:11| INFO ref finished [took 219.4048s] +23/11/23 23:40:15| INFO bin_sld finished [took 268.2121s] +23/11/23 23:40:18| INFO mul_sld finished [took 267.9378s] +23/11/23 23:40:20| INFO atc_mc finished [took 216.9841s] +23/11/23 23:49:22| INFO bin_kde finished [took 798.0772s] +23/11/23 23:53:29| INFO m3w_kde finished [took 1030.3455s] +23/11/23 23:54:37| INFO mul_kde finished [took 1105.8305s] +23/11/23 23:54:37| INFO Dataset sample 0.30 of dataset rcv1_CCAT finished [took 1134.1435s] +23/11/23 23:54:37| INFO Dataset sample 0.40 of dataset rcv1_CCAT started +23/11/23 23:58:51| INFO doc finished [took 189.1197s] +23/11/23 23:58:54| INFO ref finished [took 213.1440s] +23/11/23 23:58:57| INFO m3w_sld finished [took 249.5346s] +23/11/23 23:58:57| INFO atc_mc finished [took 205.8971s] +23/11/23 23:58:59| INFO bin_sld finished [took 259.0204s] +23/11/23 23:59:08| INFO mul_sld finished [took 265.1373s] +24/11/23 00:07:52| INFO bin_kde finished [took 776.4543s] +24/11/23 00:12:17| INFO mul_kde finished [took 1033.9869s] +24/11/23 00:12:35| INFO m3w_kde finished [took 1045.0568s] +24/11/23 00:12:35| INFO Dataset sample 0.40 of dataset rcv1_CCAT finished [took 1077.5057s] +24/11/23 00:12:35| INFO Dataset sample 0.50 of dataset rcv1_CCAT started +24/11/23 00:16:52| INFO doc finished [took 186.0535s] +24/11/23 00:16:58| INFO mul_sld finished [took 255.6817s] +24/11/23 00:17:01| INFO m3w_sld finished [took 253.3373s] +24/11/23 00:17:01| INFO bin_sld finished [took 262.8927s] +24/11/23 00:17:02| INFO ref finished [took 217.9274s] +24/11/23 00:17:10| INFO atc_mc finished [took 214.1680s] +24/11/23 00:26:01| INFO bin_kde finished [took 785.5630s] +24/11/23 00:31:17| INFO m3w_kde finished [took 1087.6129s] +24/11/23 00:32:21| INFO mul_kde finished [took 1158.7544s] +24/11/23 00:32:21| INFO Dataset sample 0.50 of dataset rcv1_CCAT finished [took 1186.4855s] +24/11/23 00:32:21| INFO Dataset sample 0.60 of dataset rcv1_CCAT started +24/11/23 00:36:32| INFO m3w_sld finished [took 239.4283s] +24/11/23 00:36:34| INFO atc_mc finished [took 199.9196s] +24/11/23 00:36:36| INFO ref finished [took 212.6480s] +24/11/23 00:36:38| INFO doc finished [took 193.5641s] +24/11/23 00:36:39| INFO bin_sld finished [took 254.2082s] +24/11/23 00:36:45| INFO mul_sld finished [took 257.2018s] +24/11/23 00:45:17| INFO bin_kde finished [took 757.5460s] +24/11/23 00:50:05| INFO m3w_kde finished [took 1030.3972s] +24/11/23 00:50:13| INFO mul_kde finished [took 1046.9631s] +24/11/23 00:50:13| INFO Dataset sample 0.60 of dataset rcv1_CCAT finished [took 1071.8945s] +24/11/23 00:50:13| INFO Dataset sample 0.70 of dataset rcv1_CCAT started +24/11/23 00:54:44| INFO ref finished [took 225.7648s] +24/11/23 00:54:46| INFO m3w_sld finished [took 259.8590s] +24/11/23 00:54:47| INFO bin_sld finished [took 270.5892s] +24/11/23 00:54:49| INFO doc finished [took 205.6426s] +24/11/23 00:54:52| INFO atc_mc finished [took 221.3345s] +24/11/23 00:54:53| INFO mul_sld finished [took 272.0794s] +24/11/23 01:03:37| INFO bin_kde finished [took 782.6298s] +24/11/23 01:08:23| INFO m3w_kde finished [took 1056.5146s] +24/11/23 01:08:41| INFO mul_kde finished [took 1080.1944s] +24/11/23 01:08:41| INFO Dataset sample 0.70 of dataset rcv1_CCAT finished [took 1107.4017s] +24/11/23 01:08:41| INFO Dataset sample 0.80 of dataset rcv1_CCAT started +24/11/23 01:12:49| INFO ref finished [took 200.0817s] +24/11/23 01:12:51| INFO doc finished [took 176.8296s] +24/11/23 01:12:57| INFO atc_mc finished [took 195.8584s] +24/11/23 01:13:02| INFO m3w_sld finished [took 248.2047s] +24/11/23 01:13:10| INFO bin_sld finished [took 266.2047s] +24/11/23 01:13:11| INFO mul_sld finished [took 263.3658s] +24/11/23 01:23:02| INFO bin_kde finished [took 840.9783s] +24/11/23 01:26:28| INFO m3w_kde finished [took 1030.5388s] +24/11/23 01:27:18| INFO mul_kde finished [took 1089.9603s] +24/11/23 01:27:18| INFO Dataset sample 0.80 of dataset rcv1_CCAT finished [took 1117.2163s] +24/11/23 01:27:18| INFO Dataset sample 0.90 of dataset rcv1_CCAT started +24/11/23 01:31:19| INFO m3w_sld finished [took 228.8933s] +24/11/23 01:31:28| INFO ref finished [took 205.4857s] +24/11/23 01:31:28| INFO doc finished [took 186.5294s] +24/11/23 01:31:35| INFO bin_sld finished [took 253.4877s] +24/11/23 01:31:37| INFO atc_mc finished [took 208.0473s] +24/11/23 01:31:54| INFO mul_sld finished [took 269.3861s] +24/11/23 01:45:25| INFO bin_kde finished [took 1069.0575s] +24/11/23 01:47:52| INFO m3w_kde finished [took 1202.9395s] +24/11/23 01:49:02| INFO mul_kde finished [took 1279.2752s] +24/11/23 01:49:02| INFO Dataset sample 0.90 of dataset rcv1_CCAT finished [took 1304.3805s] +---------------------------------------------------------------------------------------------------- +24/11/23 01:49:02| INFO dataset imdb [pool size: 10] +24/11/23 01:49:12| INFO Dataset sample 0.10 of dataset imdb started +24/11/23 01:51:02| INFO ref finished [took 95.8185s] +24/11/23 01:51:07| INFO doc finished [took 94.6507s] +24/11/23 01:51:33| INFO atc_mc finished [took 123.6141s] +24/11/23 01:51:52| INFO m3w_sld finished [took 154.6524s] +24/11/23 01:52:36| INFO bin_sld finished [took 201.6171s] +24/11/23 01:52:51| INFO mul_sld finished [took 214.4960s] +24/11/23 02:10:33| INFO bin_kde finished [took 1273.9254s] +24/11/23 02:11:23| INFO m3w_kde finished [took 1317.2422s] +24/11/23 02:12:47| INFO mul_kde finished [took 1406.0905s] +24/11/23 02:12:47| INFO Dataset sample 0.10 of dataset imdb finished [took 1415.2683s] +24/11/23 02:12:47| INFO Dataset sample 0.20 of dataset imdb started +24/11/23 02:14:35| INFO doc finished [took 88.4162s] +24/11/23 02:14:42| INFO ref finished [took 99.0382s] +24/11/23 02:15:10| INFO atc_mc finished [took 126.0012s] +24/11/23 02:15:23| INFO m3w_sld finished [took 148.0376s] +24/11/23 02:16:23| INFO bin_sld finished [took 213.0005s] +24/11/23 02:16:25| INFO mul_sld finished [took 213.2128s] +24/11/23 02:31:44| INFO bin_kde finished [took 1127.0399s] +24/11/23 02:35:12| INFO m3w_kde finished [took 1330.7424s] +24/11/23 02:36:36| INFO mul_kde finished [took 1416.3270s] +24/11/23 02:36:36| INFO Dataset sample 0.20 of dataset imdb finished [took 1428.6979s] +24/11/23 02:36:36| INFO Dataset sample 0.30 of dataset imdb started +24/11/23 02:38:39| INFO doc finished [took 94.4758s] +24/11/23 02:38:43| INFO ref finished [took 102.3183s] +24/11/23 02:39:00| INFO atc_mc finished [took 119.5125s] +24/11/23 02:39:26| INFO m3w_sld finished [took 152.9651s] +24/11/23 02:40:01| INFO bin_sld finished [took 195.9724s] +24/11/23 02:40:10| INFO mul_sld finished [took 201.1926s] +24/11/23 02:51:26| INFO bin_kde finished [took 872.6533s] +24/11/23 02:56:07| INFO m3w_kde finished [took 1145.6437s] +24/11/23 02:57:30| INFO mul_kde finished [took 1232.3134s] +24/11/23 02:57:30| INFO Dataset sample 0.30 of dataset imdb finished [took 1254.0487s] +24/11/23 02:57:30| INFO Dataset sample 0.40 of dataset imdb started +24/11/23 02:59:31| INFO ref finished [took 102.3345s] +24/11/23 02:59:31| INFO doc finished [took 100.8752s] +24/11/23 02:59:55| INFO atc_mc finished [took 127.8516s] +24/11/23 03:00:16| INFO m3w_sld finished [took 158.9416s] +24/11/23 03:00:38| INFO bin_sld finished [took 183.0170s] +24/11/23 03:00:58| INFO mul_sld finished [took 199.3303s] +24/11/23 03:10:48| INFO bin_kde finished [took 786.5051s] +24/11/23 03:17:02| INFO m3w_kde finished [took 1154.1889s] +24/11/23 03:17:18| INFO mul_kde finished [took 1174.8336s] +24/11/23 03:17:18| INFO Dataset sample 0.40 of dataset imdb finished [took 1188.0831s] +24/11/23 03:17:18| INFO Dataset sample 0.50 of dataset imdb started +24/11/23 03:19:22| INFO doc finished [took 104.0174s] +24/11/23 03:19:25| INFO ref finished [took 109.9343s] +24/11/23 03:19:55| INFO atc_mc finished [took 137.6246s] +24/11/23 03:20:09| INFO m3w_sld finished [took 161.4041s] +24/11/23 03:20:30| INFO bin_sld finished [took 187.6953s] +24/11/23 03:20:51| INFO mul_sld finished [took 205.8932s] +24/11/23 03:31:13| INFO bin_kde finished [took 822.7188s] +24/11/23 03:37:33| INFO m3w_kde finished [took 1199.4398s] +24/11/23 03:39:37| INFO mul_kde finished [took 1325.5138s] +24/11/23 03:39:37| INFO Dataset sample 0.50 of dataset imdb finished [took 1339.0632s] +24/11/23 03:39:37| INFO Dataset sample 0.60 of dataset imdb started +24/11/23 03:41:37| INFO ref finished [took 105.5166s] +24/11/23 03:41:39| INFO doc finished [took 103.5398s] +24/11/23 03:42:13| INFO atc_mc finished [took 138.4182s] +24/11/23 03:42:20| INFO m3w_sld finished [took 155.5780s] +24/11/23 03:42:50| INFO bin_sld finished [took 191.4834s] +24/11/23 03:43:00| INFO mul_sld finished [took 195.6799s] +24/11/23 03:53:23| INFO bin_kde finished [took 816.7991s] +24/11/23 03:59:19| INFO mul_kde finished [took 1170.2576s] +24/11/23 03:59:26| INFO m3w_kde finished [took 1175.6453s] +24/11/23 03:59:26| INFO Dataset sample 0.60 of dataset imdb finished [took 1189.2757s] +24/11/23 03:59:26| INFO Dataset sample 0.70 of dataset imdb started +24/11/23 04:01:31| INFO doc finished [took 104.5187s] +24/11/23 04:01:32| INFO ref finished [took 108.5486s] +24/11/23 04:02:07| INFO atc_mc finished [took 140.1498s] +24/11/23 04:02:14| INFO m3w_sld finished [took 156.9163s] +24/11/23 04:02:46| INFO bin_sld finished [took 194.7657s] +24/11/23 04:02:52| INFO mul_sld finished [took 196.1364s] +24/11/23 04:14:23| INFO bin_kde finished [took 883.5575s] +24/11/23 04:19:04| INFO m3w_kde finished [took 1159.7601s] +24/11/23 04:19:56| INFO mul_kde finished [took 1216.3774s] +24/11/23 04:19:56| INFO Dataset sample 0.70 of dataset imdb finished [took 1230.1808s] +24/11/23 04:19:56| INFO Dataset sample 0.80 of dataset imdb started +24/11/23 04:21:54| INFO doc finished [took 96.4219s] +24/11/23 04:22:00| INFO ref finished [took 105.1868s] +24/11/23 04:22:28| INFO atc_mc finished [took 130.7992s] +24/11/23 04:22:39| INFO m3w_sld finished [took 153.5143s] +24/11/23 04:23:16| INFO mul_sld finished [took 193.1064s] +24/11/23 04:23:40| INFO bin_sld finished [took 217.7579s] +24/11/23 04:38:39| INFO bin_kde finished [took 1108.9488s] +24/11/23 04:42:07| INFO m3w_kde finished [took 1312.4233s] +24/11/23 04:43:39| INFO mul_kde finished [took 1407.4574s] +24/11/23 04:43:39| INFO Dataset sample 0.80 of dataset imdb finished [took 1422.8010s] +24/11/23 04:43:39| INFO Dataset sample 0.90 of dataset imdb started +24/11/23 04:43:49| WARNING Method bin_kde failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 +24/11/23 04:45:10| INFO doc finished [took 76.3140s] +24/11/23 04:45:12| INFO ref finished [took 80.8397s] +24/11/23 04:45:42| INFO atc_mc finished [took 108.5626s] +24/11/23 04:46:06| INFO m3w_sld finished [took 138.9982s] +24/11/23 04:46:18| INFO bin_sld finished [took 157.3218s] +24/11/23 04:46:40| INFO mul_sld finished [took 175.6442s] +24/11/23 05:05:28| INFO m3w_kde finished [took 1296.6349s] +24/11/23 05:06:39| INFO mul_kde finished [took 1371.2852s] +24/11/23 05:06:39| INFO Dataset sample 0.90 of dataset imdb finished [took 1380.3491s] +---------------------------------------------------------------------------------------------------- +24/11/23 13:08:26| INFO dataset imdb_1prevs [pool size: 10] +24/11/23 13:08:35| INFO Dataset sample 0.50 of dataset imdb_1prevs started +24/11/23 13:09:33| INFO doc finished [took 32.9368s] +24/11/23 13:09:33| INFO ref finished [took 36.6002s] +24/11/23 13:09:41| INFO atc_mc finished [took 41.1087s] +24/11/23 13:09:46| INFO m3w_sld finished [took 48.8798s] +24/11/23 13:09:48| INFO bin_sld finished [took 55.2349s] +24/11/23 13:09:56| INFO mul_sld finished [took 60.7179s] +24/11/23 13:09:56| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 81.1295s] +---------------------------------------------------------------------------------------------------- +24/11/23 13:11:09| INFO dataset imdb_1prevs [pool size: 10] +24/11/23 13:11:18| INFO Dataset sample 0.50 of dataset imdb_1prevs started +24/11/23 13:12:19| INFO doc finished [took 33.5937s] +24/11/23 13:12:19| INFO ref finished [took 38.2165s] +24/11/23 13:12:25| INFO atc_mc finished [took 42.1742s] +24/11/23 13:12:31| INFO m3w_sld finished [took 51.8585s] +24/11/23 13:12:32| INFO bin_sld finished [took 58.6053s] +24/11/23 13:12:40| INFO mul_sld finished [took 62.6807s] +24/11/23 13:12:40| INFO Dataset sample 0.50 of dataset imdb_1prevs finished [took 81.8889s] +---------------------------------------------------------------------------------------------------- +24/11/23 13:14:45| INFO dataset imdb [pool size: 10] +24/11/23 13:14:54| INFO Dataset sample 0.10 of dataset imdb started +24/11/23 13:14:56| WARNING Method bin_kde_gs failed. Exception: Invalid parameter 'bandwith' for estimator KDEy(classifier=LogisticRegression()). Valid parameters are: ['bandwidth', 'classifier', 'n_jobs', 'random_state', 'val_split']. +24/11/23 13:14:57| WARNING Method mul_kde_gs failed. Exception: Invalid parameter 'bandwith' for estimator KDEy(classifier=LogisticRegression()). Valid parameters are: ['bandwidth', 'classifier', 'n_jobs', 'random_state', 'val_split']. +24/11/23 13:14:59| WARNING Method m3w_kde_gs failed. Exception: Invalid parameter 'bandwith' for estimator KDEy(classifier=LogisticRegression()). Valid parameters are: ['bandwidth', 'classifier', 'n_jobs', 'random_state', 'val_split']. +24/11/23 13:15:15| INFO doc finished [took 15.2754s] +24/11/23 13:15:16| INFO ref finished [took 16.3653s] +24/11/23 13:15:22| INFO atc_mc finished [took 21.5947s] +24/11/23 13:15:22| INFO Dataset sample 0.10 of dataset imdb finished [took 28.1521s] +24/11/23 13:15:22| INFO Dataset sample 0.20 of dataset imdb started +24/11/23 13:15:25| WARNING Method bin_kde_gs failed. Exception: Invalid parameter 'bandwith' for estimator KDEy(classifier=LogisticRegression()). Valid parameters are: ['bandwidth', 'classifier', 'n_jobs', 'random_state', 'val_split']. +24/11/23 13:15:27| WARNING Method mul_kde_gs failed. Exception: Invalid parameter 'bandwith' for estimator KDEy(classifier=LogisticRegression()). Valid parameters are: ['bandwidth', 'classifier', 'n_jobs', 'random_state', 'val_split']. +24/11/23 13:15:29| WARNING Method m3w_kde_gs failed. Exception: Invalid parameter 'bandwith' for estimator KDEy(classifier=LogisticRegression()). Valid parameters are: ['bandwidth', 'classifier', 'n_jobs', 'random_state', 'val_split']. +24/11/23 13:15:45| INFO doc finished [took 14.8008s] +24/11/23 13:15:46| INFO ref finished [took 16.4936s] +24/11/23 13:15:52| INFO atc_mc finished [took 22.3299s] +24/11/23 13:15:52| INFO Dataset sample 0.20 of dataset imdb finished [took 30.2268s] +24/11/23 13:15:52| INFO Dataset sample 0.30 of dataset imdb started +24/11/23 13:16:02| WARNING Method bin_kde_gs failed. Exception: Invalid parameter 'bandwith' for estimator KDEy(classifier=LogisticRegression()). Valid parameters are: ['bandwidth', 'classifier', 'n_jobs', 'random_state', 'val_split']. +24/11/23 13:16:04| WARNING Method mul_kde_gs failed. Exception: Invalid parameter 'bandwith' for estimator KDEy(classifier=LogisticRegression()). Valid parameters are: ['bandwidth', 'classifier', 'n_jobs', 'random_state', 'val_split']. +24/11/23 13:16:05| WARNING Method m3w_kde_gs failed. Exception: Invalid parameter 'bandwith' for estimator KDEy(classifier=LogisticRegression()). Valid parameters are: ['bandwidth', 'classifier', 'n_jobs', 'random_state', 'val_split']. +---------------------------------------------------------------------------------------------------- +24/11/23 13:16:44| INFO dataset imdb [pool size: 10] +24/11/23 13:16:53| INFO Dataset sample 0.10 of dataset imdb started +24/11/23 13:17:10| WARNING Method bin_kde_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1 +24/11/23 13:17:44| INFO ref finished [took 43.7689s] +24/11/23 13:17:44| INFO doc finished [took 40.8266s] +24/11/23 13:17:50| INFO atc_mc finished [took 47.6780s] +---------------------------------------------------------------------------------------------------- +24/11/23 21:19:12| INFO dataset imdb [pool size: 10] +24/11/23 21:19:21| INFO Dataset sample 0.10 of dataset imdb started +24/11/23 21:19:37| WARNING Method bin_kde_gs failed. Exception: local variable 'score' referenced before assignment +24/11/23 21:20:12| INFO doc finished [took 39.7157s] +24/11/23 21:20:13| INFO ref finished [took 45.3268s] +24/11/23 21:20:19| INFO atc_mc finished [took 49.5363s] +---------------------------------------------------------------------------------------------------- +24/11/23 21:24:41| INFO dataset imdb [pool size: 10] +24/11/23 21:24:51| INFO Dataset sample 0.10 of dataset imdb started +24/11/23 21:26:05| INFO ref finished [took 67.1632s] +24/11/23 21:26:06| INFO doc finished [took 65.5065s] +24/11/23 21:26:18| INFO atc_mc finished [took 78.8066s] +24/11/23 22:16:31| WARNING Method bin_kde_gs failed. Exception: no combination of hyperparameters seem to work +25/11/23 01:59:49| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': None} (score=0.00881) [took 16491.5168s] +25/11/23 02:19:30| INFO m3w_kde_gs finished [took 17672.6965s] +25/11/23 02:26:48| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': ['isoft']} (score=0.00835) [took 18113.2841s] +25/11/23 02:37:26| INFO mul_kde_gs finished [took 18751.5102s] +25/11/23 02:37:26| INFO Dataset sample 0.10 of dataset imdb finished [took 18755.1792s] +25/11/23 02:37:26| INFO Dataset sample 0.20 of dataset imdb started +25/11/23 02:38:15| INFO ref finished [took 39.8675s] +25/11/23 02:38:15| INFO doc finished [took 38.7638s] +25/11/23 02:38:21| INFO atc_mc finished [took 46.5390s] +25/11/23 05:49:53| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.00999) [took 11542.9489s] +25/11/23 06:13:27| INFO bin_kde_gs finished [took 12957.9243s] +25/11/23 07:31:03| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} (score=0.00897) [took 17608.7089s] +25/11/23 07:43:53| INFO m3w_kde_gs finished [took 18379.4754s] +25/11/23 07:59:56| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} (score=0.01148) [took 19343.2149s] +25/11/23 08:07:34| INFO mul_kde_gs finished [took 19801.1072s] +25/11/23 08:07:34| INFO Dataset sample 0.20 of dataset imdb finished [took 19807.8448s] +25/11/23 08:07:34| INFO Dataset sample 0.30 of dataset imdb started +25/11/23 08:08:26| INFO doc finished [took 34.6700s] +25/11/23 08:08:27| INFO ref finished [took 38.0019s] +25/11/23 08:08:33| INFO atc_mc finished [took 43.2171s] +25/11/23 11:05:28| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01068) [took 10665.1841s] +25/11/23 11:21:29| INFO bin_kde_gs finished [took 11626.5121s] +25/11/23 13:01:16| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01034) [took 17607.5088s] +25/11/23 13:12:52| INFO m3w_kde_gs finished [took 18303.4975s] +25/11/23 13:30:59| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': ['isoft']} (score=0.01144) [took 19391.6099s] +25/11/23 13:41:10| INFO mul_kde_gs finished [took 20002.7344s] +25/11/23 13:41:10| INFO Dataset sample 0.30 of dataset imdb finished [took 20016.5606s] +25/11/23 13:41:10| INFO Dataset sample 0.40 of dataset imdb started +25/11/23 13:41:56| INFO doc finished [took 32.5842s] +25/11/23 13:41:56| INFO ref finished [took 36.6818s] +25/11/23 13:42:06| INFO atc_mc finished [took 44.2487s] +25/11/23 16:23:24| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} (score=0.01183) [took 9729.3258s] +25/11/23 16:39:21| INFO bin_kde_gs finished [took 10686.5343s] +25/11/23 18:32:34| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01246) [took 17473.3242s] +25/11/23 18:43:27| INFO m3w_kde_gs finished [took 18126.7932s] +25/11/23 19:02:01| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} (score=0.01173) [took 19244.5591s] +25/11/23 19:08:38| INFO mul_kde_gs finished [took 19641.2216s] +25/11/23 19:08:38| INFO Dataset sample 0.40 of dataset imdb finished [took 19647.5489s] +25/11/23 19:08:38| INFO Dataset sample 0.50 of dataset imdb started +25/11/23 19:09:23| INFO ref finished [took 35.0894s] +25/11/23 19:09:23| INFO doc finished [took 32.8806s] +25/11/23 19:09:32| INFO atc_mc finished [took 43.0392s] +25/11/23 21:50:49| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.00977) [took 9723.9204s] +25/11/23 22:05:51| INFO bin_kde_gs finished [took 10626.6801s] +26/11/23 00:02:56| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01190) [took 17648.9031s] +26/11/23 00:13:36| INFO m3w_kde_gs finished [took 18288.9271s] +26/11/23 00:30:34| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} (score=0.01052) [took 19308.0768s] +26/11/23 00:37:10| INFO mul_kde_gs finished [took 19703.5034s] +26/11/23 00:37:10| INFO Dataset sample 0.50 of dataset imdb finished [took 19712.0100s] +26/11/23 00:37:10| INFO Dataset sample 0.60 of dataset imdb started +26/11/23 00:37:54| INFO doc finished [took 33.5170s] +26/11/23 00:37:55| INFO ref finished [took 38.5452s] +26/11/23 00:38:03| INFO atc_mc finished [took 44.0720s] +26/11/23 03:26:47| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': None} (score=0.01214) [took 10173.9506s] +26/11/23 03:41:44| INFO bin_kde_gs finished [took 11071.4873s] +26/11/23 05:29:18| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01499) [took 17521.4196s] +26/11/23 05:39:04| INFO m3w_kde_gs finished [took 18107.8317s] +26/11/23 05:58:13| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01040) [took 19259.1727s] +26/11/23 06:04:35| INFO mul_kde_gs finished [took 19641.1730s] +26/11/23 06:04:35| INFO Dataset sample 0.60 of dataset imdb finished [took 19645.3406s] +26/11/23 06:04:35| INFO Dataset sample 0.70 of dataset imdb started +26/11/23 06:05:24| INFO doc finished [took 35.6665s] +26/11/23 06:05:25| INFO ref finished [took 38.5827s] +26/11/23 06:05:31| INFO atc_mc finished [took 43.1843s] +26/11/23 09:04:58| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'quantifier__bandwidth': 0.01, 'confidence': ['isoft']} (score=0.01696) [took 10818.2644s] +26/11/23 09:21:30| INFO bin_kde_gs finished [took 11810.1117s] +26/11/23 11:02:26| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01305) [took 17861.3492s] +26/11/23 11:15:34| INFO m3w_kde_gs finished [took 18650.1771s] +26/11/23 11:32:29| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.01, 'confidence': None} (score=0.01046) [took 19666.2826s] +26/11/23 11:39:29| INFO mul_kde_gs finished [took 20086.3185s] +26/11/23 11:39:29| INFO Dataset sample 0.70 of dataset imdb finished [took 20094.0966s] +26/11/23 11:39:29| INFO Dataset sample 0.80 of dataset imdb started +26/11/23 11:40:19| INFO doc finished [took 36.4984s] +26/11/23 11:40:20| INFO ref finished [took 41.0992s] +26/11/23 11:40:26| INFO atc_mc finished [took 43.9135s] +26/11/23 14:51:06| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.01, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__bandwidth': 0.0575, 'confidence': ['isoft']} (score=0.00820) [took 11490.9601s] +26/11/23 15:14:11| INFO bin_kde_gs finished [took 12876.1735s]