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Lorenzo Volpi 2023-11-26 16:35:53 +01:00
parent 00081ad9bd
commit 1806243d53
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@ -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 02:38:29| 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 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 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]

524
remote.log
View File

@ -6654,3 +6654,527 @@
23/11/23 10:34:46| INFO rca_star finished [took 3860.7736s] 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 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 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]