352 lines
32 KiB
Plaintext
352 lines
32 KiB
Plaintext
06/11/23 06:50:22| INFO dataset rcv1_MCAT_9prevs
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06/11/23 06:50:27| INFO Dataset sample 0.10 of dataset rcv1_MCAT_9prevs started
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06/11/23 06:51:29| INFO ref finished [took 47.8430s]
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06/11/23 06:51:34| INFO atc_mc finished [took 51.2418s]
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06/11/23 06:51:36| INFO mul_pacc finished [took 56.8770s]
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06/11/23 06:52:00| INFO mulne_sld finished [took 85.8579s]
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06/11/23 06:52:00| INFO mul_sld finished [took 90.6401s]
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06/11/23 06:52:12| INFO mulmc_sld finished [took 100.3728s]
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06/11/23 06:54:15| INFO bin_pacc finished [took 217.8843s]
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06/11/23 06:54:15| INFO bin_sld finished [took 226.6925s]
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06/11/23 06:54:17| INFO binne_sld finished [took 224.5785s]
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06/11/23 06:54:17| INFO binmc_sld finished [took 226.9490s]
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06/11/23 06:54:17| INFO Dataset sample 0.10 of dataset rcv1_MCAT_9prevs finished [took 229.9256s]
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06/11/23 06:54:17| INFO Dataset sample 0.20 of dataset rcv1_MCAT_9prevs started
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06/11/23 06:55:14| INFO ref finished [took 46.7323s]
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06/11/23 06:55:20| INFO atc_mc finished [took 51.0126s]
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06/11/23 06:55:22| INFO mul_pacc finished [took 55.8357s]
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06/11/23 06:55:23| INFO mulmc_sld finished [took 62.0464s]
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06/11/23 06:55:24| INFO mul_sld finished [took 64.8106s]
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06/11/23 06:55:25| INFO mulne_sld finished [took 61.6750s]
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06/11/23 06:57:56| INFO bin_pacc finished [took 210.8901s]
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06/11/23 06:57:56| INFO bin_sld finished [took 217.3461s]
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06/11/23 06:57:57| INFO binmc_sld finished [took 216.6599s]
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06/11/23 06:58:00| INFO binne_sld finished [took 216.9668s]
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06/11/23 06:58:00| INFO Dataset sample 0.20 of dataset rcv1_MCAT_9prevs finished [took 222.3450s]
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06/11/23 06:58:00| INFO Dataset sample 0.30 of dataset rcv1_MCAT_9prevs started
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06/11/23 06:58:57| INFO ref finished [took 47.5989s]
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06/11/23 06:59:02| INFO atc_mc finished [took 51.5080s]
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06/11/23 06:59:04| INFO mul_pacc finished [took 56.1671s]
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06/11/23 06:59:09| INFO mulmc_sld finished [took 65.0229s]
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06/11/23 06:59:10| INFO mul_sld finished [took 68.8366s]
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06/11/23 06:59:11| INFO mulne_sld finished [took 65.2964s]
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06/11/23 07:01:39| INFO bin_pacc finished [took 212.3570s]
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06/11/23 07:01:40| INFO bin_sld finished [took 219.3886s]
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06/11/23 07:01:42| INFO binmc_sld finished [took 219.1471s]
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06/11/23 07:01:43| INFO binne_sld finished [took 218.3714s]
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06/11/23 07:01:43| INFO Dataset sample 0.30 of dataset rcv1_MCAT_9prevs finished [took 223.2305s]
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06/11/23 07:01:43| INFO Dataset sample 0.40 of dataset rcv1_MCAT_9prevs started
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06/11/23 07:02:40| INFO ref finished [took 47.3513s]
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06/11/23 07:02:45| INFO atc_mc finished [took 51.3858s]
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06/11/23 07:02:47| INFO mul_pacc finished [took 56.3829s]
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06/11/23 07:02:50| INFO mul_sld finished [took 64.9257s]
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06/11/23 07:02:50| INFO mulmc_sld finished [took 63.6515s]
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06/11/23 07:02:52| INFO mulne_sld finished [took 63.8008s]
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06/11/23 07:05:22| INFO bin_pacc finished [took 211.8418s]
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06/11/23 07:05:22| INFO binmc_sld finished [took 216.4950s]
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06/11/23 07:05:22| INFO bin_sld finished [took 218.2730s]
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06/11/23 07:05:25| INFO binne_sld finished [took 217.6016s]
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06/11/23 07:05:25| INFO Dataset sample 0.40 of dataset rcv1_MCAT_9prevs finished [took 222.4416s]
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06/11/23 07:05:25| INFO Dataset sample 0.50 of dataset rcv1_MCAT_9prevs started
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06/11/23 07:06:22| INFO ref finished [took 47.3783s]
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06/11/23 07:06:27| INFO atc_mc finished [took 51.1924s]
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06/11/23 07:06:30| INFO mul_pacc finished [took 56.3115s]
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06/11/23 07:06:34| INFO mul_sld finished [took 66.6559s]
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06/11/23 07:06:34| INFO mulmc_sld finished [took 65.2448s]
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06/11/23 07:06:37| INFO mulne_sld finished [took 65.6557s]
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06/11/23 07:09:03| INFO binmc_sld finished [took 214.4549s]
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06/11/23 07:09:03| INFO bin_sld finished [took 216.8097s]
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06/11/23 07:09:04| INFO bin_pacc finished [took 211.9484s]
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06/11/23 07:09:06| INFO binne_sld finished [took 215.5010s]
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06/11/23 07:09:06| INFO Dataset sample 0.50 of dataset rcv1_MCAT_9prevs finished [took 220.4788s]
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06/11/23 07:09:06| INFO Dataset sample 0.60 of dataset rcv1_MCAT_9prevs started
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06/11/23 07:10:03| INFO ref finished [took 47.0882s]
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06/11/23 07:10:08| INFO atc_mc finished [took 51.1826s]
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06/11/23 07:10:10| INFO mul_pacc finished [took 55.8766s]
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06/11/23 07:10:14| INFO mulmc_sld finished [took 64.7175s]
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06/11/23 07:10:15| INFO mul_sld finished [took 67.2892s]
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06/11/23 07:10:17| INFO mulne_sld finished [took 64.9305s]
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06/11/23 07:12:40| INFO bin_pacc finished [took 207.6921s]
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06/11/23 07:12:41| INFO binmc_sld finished [took 212.3821s]
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06/11/23 07:12:41| INFO bin_sld finished [took 214.5241s]
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06/11/23 07:12:43| INFO binne_sld finished [took 212.5115s]
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06/11/23 07:12:43| INFO Dataset sample 0.60 of dataset rcv1_MCAT_9prevs finished [took 217.3597s]
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06/11/23 07:12:43| INFO Dataset sample 0.70 of dataset rcv1_MCAT_9prevs started
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06/11/23 07:13:39| INFO ref finished [took 46.5374s]
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06/11/23 07:13:45| INFO atc_mc finished [took 51.0121s]
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06/11/23 07:13:47| INFO mul_pacc finished [took 55.4950s]
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06/11/23 07:13:52| INFO mulmc_sld finished [took 64.7651s]
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06/11/23 07:13:52| INFO mul_sld finished [took 67.0632s]
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06/11/23 07:13:54| INFO mulne_sld finished [took 65.2533s]
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06/11/23 07:16:18| INFO bin_pacc finished [took 207.9541s]
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06/11/23 07:16:19| INFO bin_sld finished [took 214.6495s]
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06/11/23 07:16:19| INFO binmc_sld finished [took 213.2167s]
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06/11/23 07:16:24| INFO binne_sld finished [took 215.5646s]
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06/11/23 07:16:24| INFO Dataset sample 0.70 of dataset rcv1_MCAT_9prevs finished [took 220.4851s]
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06/11/23 07:16:24| INFO Dataset sample 0.80 of dataset rcv1_MCAT_9prevs started
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06/11/23 07:17:20| INFO ref finished [took 46.7655s]
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06/11/23 07:17:25| INFO atc_mc finished [took 50.9430s]
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06/11/23 07:17:27| INFO mul_pacc finished [took 55.4948s]
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06/11/23 07:17:44| INFO mul_sld finished [took 78.5002s]
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06/11/23 07:17:46| INFO mulmc_sld finished [took 78.7519s]
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06/11/23 07:17:48| INFO mulne_sld finished [took 78.4293s]
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06/11/23 07:19:59| INFO bin_pacc finished [took 208.5200s]
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06/11/23 07:20:02| INFO bin_sld finished [took 216.9046s]
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06/11/23 07:20:03| INFO binmc_sld finished [took 216.2736s]
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06/11/23 07:20:03| INFO binne_sld finished [took 214.9573s]
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06/11/23 07:20:03| INFO Dataset sample 0.80 of dataset rcv1_MCAT_9prevs finished [took 219.7592s]
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06/11/23 07:20:03| INFO Dataset sample 0.90 of dataset rcv1_MCAT_9prevs started
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06/11/23 07:20:05| WARNING Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
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06/11/23 07:20:06| WARNING Method binmc_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
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06/11/23 07:20:08| WARNING Method binne_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
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06/11/23 07:20:10| WARNING Method bin_pacc failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
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06/11/23 07:20:12| WARNING Method mul_pacc failed. Exception: could not broadcast input array from shape (3,) into shape (4,)
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06/11/23 07:20:48| INFO ref finished [took 36.6985s]
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06/11/23 07:20:52| INFO atc_mc finished [took 39.8292s]
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06/11/23 07:20:55| INFO mulmc_sld finished [took 48.0943s]
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06/11/23 07:20:56| INFO mul_sld finished [took 50.2138s]
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06/11/23 07:20:57| INFO mulne_sld finished [took 47.9755s]
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06/11/23 07:20:57| INFO Dataset sample 0.90 of dataset rcv1_MCAT_9prevs finished [took 53.5645s]
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----------------------------------------------------------------------------------------------------
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06/11/23 21:20:10| INFO dataset rcv1_MCAT_9prevs
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06/11/23 21:20:18| INFO Dataset sample 0.10 of dataset rcv1_MCAT_9prevs started
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06/11/23 21:23:12| INFO doc_feat finished [took 81.2849s]
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06/11/23 21:23:21| INFO mul_pacc finished [took 168.3242s]
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06/11/23 21:23:30| INFO mulmc_pacc finished [took 173.2730s]
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06/11/23 21:23:35| INFO atc_mc finished [took 115.3803s]
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06/11/23 21:23:41| INFO ref finished [took 125.5611s]
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06/11/23 21:23:41| INFO kfcv finished [took 136.3040s]
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06/11/23 21:23:51| INFO mulne_pacc finished [took 185.3346s]
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06/11/23 21:23:58| INFO atc_ne finished [took 129.7752s]
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06/11/23 21:23:59| INFO mul_cc finished [took 164.3501s]
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06/11/23 21:24:26| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'confidence': 'entropy'} (score=0.02036) [took 203.9839s]
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06/11/23 21:24:32| INFO mul_sld finished [took 249.6979s]
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06/11/23 21:25:50| INFO mul_pacc_gs finished [took 287.7634s]
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06/11/23 21:28:08| INFO binne_pacc finished [took 443.1314s]
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06/11/23 21:28:11| INFO bin_cc finished [took 427.7416s]
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06/11/23 21:28:26| INFO bin_pacc finished [took 475.7859s]
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06/11/23 21:28:28| INFO binmc_pacc finished [took 472.2702s]
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06/11/23 21:28:33| INFO bin_sld finished [took 492.0457s]
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06/11/23 21:29:19| INFO mul_sld_gsq finished [took 529.8190s]
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06/11/23 21:29:26| INFO bin_sld_gsq finished [took 539.2552s]
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06/11/23 21:30:30| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.00591) [took 573.3773s]
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06/11/23 21:31:27| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00754) [took 661.4704s]
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06/11/23 21:32:10| INFO mul_sld_gs finished [took 704.6441s]
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06/11/23 21:33:40| INFO bin_pacc_gs finished [took 763.3541s]
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06/11/23 21:36:30| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00760) [took 965.4559s]
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06/11/23 21:39:31| INFO bin_sld_gs finished [took 1146.5622s]
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06/11/23 21:39:31| INFO Dataset sample 0.10 of dataset rcv1_MCAT_9prevs finished [took 1152.1700s]
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06/11/23 21:39:31| INFO Dataset sample 0.20 of dataset rcv1_MCAT_9prevs started
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06/11/23 21:42:13| INFO doc_feat finished [took 88.9970s]
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06/11/23 21:42:24| INFO mul_pacc finished [took 161.9999s]
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06/11/23 21:42:31| INFO mulmc_pacc finished [took 159.0109s]
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06/11/23 21:42:34| INFO mul_sld finished [took 179.5397s]
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06/11/23 21:42:42| INFO kfcv finished [took 138.3784s]
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06/11/23 21:42:42| INFO atc_mc finished [took 127.5150s]
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06/11/23 21:42:45| INFO ref finished [took 133.9163s]
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06/11/23 21:42:48| INFO mulne_pacc finished [took 170.3191s]
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06/11/23 21:42:53| INFO mul_cc finished [took 153.9952s]
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06/11/23 21:42:57| INFO atc_ne finished [took 133.9857s]
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06/11/23 21:43:07| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.01406) [took 179.2817s]
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06/11/23 21:44:27| INFO mul_pacc_gs finished [took 259.4430s]
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06/11/23 21:46:57| INFO bin_pacc finished [took 435.9586s]
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06/11/23 21:47:02| INFO binmc_pacc finished [took 436.7170s]
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06/11/23 21:47:02| INFO bin_sld finished [took 448.6901s]
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06/11/23 21:47:03| INFO binne_pacc finished [took 430.3933s]
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06/11/23 21:47:06| INFO bin_cc finished [took 413.3717s]
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06/11/23 21:47:44| INFO mul_sld_gsq finished [took 485.8565s]
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06/11/23 21:48:40| INFO bin_sld_gsq finished [took 542.6385s]
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06/11/23 21:49:21| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.01029) [took 558.1111s]
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06/11/23 21:49:54| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00862) [took 617.7204s]
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06/11/23 21:50:38| INFO mul_sld_gs finished [took 661.3619s]
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06/11/23 21:52:31| INFO bin_pacc_gs finished [took 747.8605s]
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06/11/23 21:55:23| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00631) [took 947.6305s]
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06/11/23 21:58:25| INFO bin_sld_gs finished [took 1128.9705s]
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06/11/23 21:58:25| INFO Dataset sample 0.20 of dataset rcv1_MCAT_9prevs finished [took 1133.8038s]
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06/11/23 21:58:25| INFO Dataset sample 0.30 of dataset rcv1_MCAT_9prevs started
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06/11/23 22:01:11| INFO doc_feat finished [took 91.6284s]
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06/11/23 22:01:13| INFO mul_pacc finished [took 157.8979s]
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06/11/23 22:01:21| INFO ref finished [took 117.5064s]
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06/11/23 22:01:29| INFO mulmc_pacc finished [took 171.3367s]
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06/11/23 22:01:34| INFO kfcv finished [took 138.8623s]
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06/11/23 22:01:44| INFO atc_ne finished [took 127.4515s]
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06/11/23 22:01:45| INFO mulne_pacc finished [took 175.7659s]
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06/11/23 22:01:45| INFO atc_mc finished [took 134.5717s]
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06/11/23 22:01:47| INFO mul_sld finished [took 198.7132s]
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06/11/23 22:01:53| INFO mul_cc finished [took 156.7010s]
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06/11/23 22:01:56| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00920) [took 169.8061s]
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06/11/23 22:03:15| INFO mul_pacc_gs finished [took 248.7885s]
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06/11/23 22:05:47| INFO bin_pacc finished [took 433.9454s]
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06/11/23 22:05:52| INFO binmc_pacc finished [took 435.7566s]
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06/11/23 22:05:55| INFO binne_pacc finished [took 432.5216s]
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06/11/23 22:06:02| INFO bin_sld finished [took 455.4425s]
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06/11/23 22:06:03| INFO bin_cc finished [took 409.9712s]
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06/11/23 22:06:43| INFO mul_sld_gsq finished [took 490.7571s]
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06/11/23 22:07:34| INFO bin_sld_gsq finished [took 542.4371s]
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06/11/23 22:08:10| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': None} (score=0.00585) [took 557.7911s]
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06/11/23 22:08:29| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00589) [took 598.8338s]
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06/11/23 22:09:12| INFO mul_sld_gs finished [took 641.4050s]
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06/11/23 22:11:15| INFO bin_pacc_gs finished [took 742.8423s]
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06/11/23 22:14:10| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00443) [took 940.7448s]
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06/11/23 22:17:12| INFO bin_sld_gs finished [took 1122.5660s]
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06/11/23 22:17:12| INFO Dataset sample 0.30 of dataset rcv1_MCAT_9prevs finished [took 1126.9865s]
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06/11/23 22:17:12| INFO Dataset sample 0.40 of dataset rcv1_MCAT_9prevs started
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06/11/23 22:19:32| INFO ref finished [took 85.6333s]
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06/11/23 22:19:43| INFO mulmc_pacc finished [took 138.3833s]
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06/11/23 22:19:44| INFO doc_feat finished [took 84.2844s]
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06/11/23 22:19:54| INFO atc_ne finished [took 99.6744s]
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06/11/23 22:19:57| INFO kfcv finished [took 114.5018s]
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06/11/23 22:19:59| INFO mul_cc finished [took 123.4161s]
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06/11/23 22:20:05| INFO mul_pacc finished [took 163.4607s]
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06/11/23 22:20:09| INFO mul_sld finished [took 173.7721s]
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06/11/23 22:20:16| INFO mulne_pacc finished [took 162.8502s]
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06/11/23 22:20:16| INFO atc_mc finished [took 124.1504s]
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06/11/23 22:20:36| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00596) [took 169.9575s]
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06/11/23 22:21:55| INFO mul_pacc_gs finished [took 248.8139s]
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06/11/23 22:24:04| INFO binmc_pacc finished [took 400.7570s]
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06/11/23 22:24:12| INFO bin_pacc finished [took 411.2454s]
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06/11/23 22:24:21| INFO binne_pacc finished [took 414.5496s]
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06/11/23 22:24:21| INFO bin_cc finished [took 389.2880s]
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06/11/23 22:24:25| INFO bin_sld finished [took 431.6256s]
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06/11/23 22:25:13| INFO mul_sld_gsq finished [took 474.0621s]
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06/11/23 22:25:54| INFO bin_sld_gsq finished [took 515.9435s]
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06/11/23 22:26:41| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00626) [took 539.2315s]
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06/11/23 22:27:11| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00612) [took 594.2222s]
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06/11/23 22:27:54| INFO mul_sld_gs finished [took 637.0683s]
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06/11/23 22:29:48| INFO bin_pacc_gs finished [took 725.8952s]
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06/11/23 22:33:01| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00682) [took 945.7122s]
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06/11/23 22:36:02| INFO bin_sld_gs finished [took 1126.7133s]
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06/11/23 22:36:02| INFO Dataset sample 0.40 of dataset rcv1_MCAT_9prevs finished [took 1130.5566s]
|
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06/11/23 22:36:02| INFO Dataset sample 0.50 of dataset rcv1_MCAT_9prevs started
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06/11/23 22:38:42| INFO doc_feat finished [took 76.3995s]
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06/11/23 22:39:04| INFO mul_pacc finished [took 170.8108s]
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06/11/23 22:39:11| INFO mulmc_pacc finished [took 169.1537s]
|
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06/11/23 22:39:22| INFO ref finished [took 134.5551s]
|
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06/11/23 22:39:23| INFO kfcv finished [took 144.5049s]
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06/11/23 22:39:28| INFO mul_sld finished [took 201.7112s]
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06/11/23 22:39:31| INFO atc_ne finished [took 127.5871s]
|
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06/11/23 22:39:32| INFO atc_mc finished [took 141.1615s]
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06/11/23 22:39:33| INFO mulne_pacc finished [took 181.7155s]
|
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06/11/23 22:39:34| INFO mul_cc finished [took 156.9505s]
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06/11/23 22:39:37| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': None, 'confidence': None} (score=0.00848) [took 178.6463s]
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|
06/11/23 22:41:02| INFO mul_pacc_gs finished [took 264.1109s]
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06/11/23 22:43:34| INFO binmc_pacc finished [took 438.9742s]
|
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06/11/23 22:43:34| INFO bin_pacc finished [took 442.7005s]
|
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06/11/23 22:43:43| INFO bin_sld finished [took 458.4940s]
|
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06/11/23 22:43:44| INFO binne_pacc finished [took 443.0455s]
|
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06/11/23 22:43:55| INFO bin_cc finished [took 423.6361s]
|
|
06/11/23 22:44:45| INFO mul_sld_gsq finished [took 514.4586s]
|
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06/11/23 22:45:32| INFO bin_sld_gsq finished [took 562.7681s]
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06/11/23 22:46:12| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00790) [took 574.1156s]
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|
06/11/23 22:46:42| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00824) [took 633.5645s]
|
|
06/11/23 22:47:24| INFO mul_sld_gs finished [took 676.3552s]
|
|
06/11/23 22:49:27| INFO bin_pacc_gs finished [took 768.3574s]
|
|
06/11/23 22:52:27| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00861) [took 979.5729s]
|
|
06/11/23 22:55:32| INFO bin_sld_gs finished [took 1164.7331s]
|
|
06/11/23 22:55:32| INFO Dataset sample 0.50 of dataset rcv1_MCAT_9prevs finished [took 1169.2748s]
|
|
06/11/23 22:55:32| INFO Dataset sample 0.60 of dataset rcv1_MCAT_9prevs started
|
|
06/11/23 22:58:47| INFO doc_feat finished [took 112.6375s]
|
|
06/11/23 22:59:00| INFO kfcv finished [took 150.2412s]
|
|
06/11/23 22:59:00| INFO mul_pacc finished [took 197.0521s]
|
|
06/11/23 22:59:06| INFO mul_sld finished [took 209.9482s]
|
|
06/11/23 22:59:07| INFO mulmc_pacc finished [took 198.8911s]
|
|
06/11/23 22:59:07| INFO ref finished [took 148.7702s]
|
|
06/11/23 22:59:16| INFO atc_ne finished [took 143.7730s]
|
|
06/11/23 22:59:18| INFO atc_mc finished [took 151.2783s]
|
|
06/11/23 22:59:19| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.01122) [took 190.1694s]
|
|
06/11/23 22:59:26| INFO mul_cc finished [took 179.0100s]
|
|
06/11/23 22:59:33| INFO mulne_pacc finished [took 211.9002s]
|
|
06/11/23 23:00:52| INFO mul_pacc_gs finished [took 283.5718s]
|
|
06/11/23 23:03:21| INFO bin_sld finished [took 466.9682s]
|
|
06/11/23 23:03:24| INFO binmc_pacc finished [took 456.9500s]
|
|
06/11/23 23:03:25| INFO bin_pacc finished [took 464.1421s]
|
|
06/11/23 23:03:39| INFO bin_cc finished [took 445.8302s]
|
|
06/11/23 23:03:40| INFO binne_pacc finished [took 466.3427s]
|
|
06/11/23 23:04:10| INFO mul_sld_gsq finished [took 509.0584s]
|
|
06/11/23 23:04:56| INFO bin_sld_gsq finished [took 556.7578s]
|
|
06/11/23 23:05:48| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'confidence': None} (score=0.01033) [took 581.0899s]
|
|
06/11/23 23:06:14| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.00791) [took 636.6955s]
|
|
06/11/23 23:07:00| INFO mul_sld_gs finished [took 682.1829s]
|
|
06/11/23 23:08:59| INFO bin_pacc_gs finished [took 772.0584s]
|
|
06/11/23 23:11:44| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 100.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00722) [took 966.7367s]
|
|
06/11/23 23:14:47| INFO bin_sld_gs finished [took 1150.2138s]
|
|
06/11/23 23:14:47| INFO Dataset sample 0.60 of dataset rcv1_MCAT_9prevs finished [took 1155.4582s]
|
|
06/11/23 23:14:47| INFO Dataset sample 0.70 of dataset rcv1_MCAT_9prevs started
|
|
06/11/23 23:17:29| INFO mulmc_pacc finished [took 140.6592s]
|
|
06/11/23 23:17:37| INFO doc_feat finished [took 93.5374s]
|
|
06/11/23 23:17:58| INFO mul_pacc finished [took 176.1101s]
|
|
06/11/23 23:18:06| INFO mulne_pacc finished [took 168.2578s]
|
|
06/11/23 23:18:06| INFO ref finished [took 138.9670s]
|
|
06/11/23 23:18:13| INFO atc_ne finished [took 133.8368s]
|
|
06/11/23 23:18:13| INFO mul_cc finished [took 156.3809s]
|
|
06/11/23 23:18:14| INFO atc_mc finished [took 140.7865s]
|
|
06/11/23 23:18:15| INFO kfcv finished [took 150.8563s]
|
|
06/11/23 23:18:28| INFO mul_sld finished [took 213.5502s]
|
|
06/11/23 23:18:37| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.00696) [took 184.7202s]
|
|
06/11/23 23:20:04| INFO mul_pacc_gs finished [took 271.8620s]
|
|
06/11/23 23:22:38| INFO binne_pacc finished [took 444.7274s]
|
|
06/11/23 23:22:39| INFO binmc_pacc finished [took 454.8866s]
|
|
06/11/23 23:22:39| INFO bin_pacc finished [took 458.6381s]
|
|
06/11/23 23:22:47| INFO bin_cc finished [took 432.1075s]
|
|
06/11/23 23:22:54| INFO bin_sld finished [took 480.5003s]
|
|
06/11/23 23:23:33| INFO mul_sld_gsq finished [took 514.0066s]
|
|
06/11/23 23:24:13| INFO bin_sld_gsq finished [took 554.7885s]
|
|
06/11/23 23:24:57| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.00603) [took 574.6463s]
|
|
06/11/23 23:25:06| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00528) [took 609.3079s]
|
|
06/11/23 23:25:51| INFO mul_sld_gs finished [took 654.2885s]
|
|
06/11/23 23:28:10| INFO bin_pacc_gs finished [took 767.8253s]
|
|
06/11/23 23:30:43| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00733) [took 947.2105s]
|
|
06/11/23 23:33:48| INFO bin_sld_gs finished [took 1132.1309s]
|
|
06/11/23 23:33:48| INFO Dataset sample 0.70 of dataset rcv1_MCAT_9prevs finished [took 1140.6743s]
|
|
06/11/23 23:33:48| INFO Dataset sample 0.80 of dataset rcv1_MCAT_9prevs started
|
|
06/11/23 23:36:55| INFO doc_feat finished [took 101.6311s]
|
|
06/11/23 23:37:16| INFO atc_ne finished [took 124.5854s]
|
|
06/11/23 23:37:39| INFO mulne_pacc finished [took 198.5060s]
|
|
06/11/23 23:37:42| INFO mulmc_pacc finished [took 210.8408s]
|
|
06/11/23 23:37:43| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 1000.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'max_conf'} (score=0.01019) [took 194.4422s]
|
|
06/11/23 23:37:44| INFO mul_pacc finished [took 224.0155s]
|
|
06/11/23 23:37:44| INFO kfcv finished [took 178.0222s]
|
|
06/11/23 23:37:47| INFO ref finished [took 176.1278s]
|
|
06/11/23 23:37:55| INFO atc_mc finished [took 173.0154s]
|
|
06/11/23 23:37:58| INFO mul_cc finished [took 198.1420s]
|
|
06/11/23 23:38:10| INFO mul_sld finished [took 258.4898s]
|
|
06/11/23 23:39:25| INFO mul_pacc_gs finished [took 297.0552s]
|
|
06/11/23 23:41:55| INFO binmc_pacc finished [took 471.8397s]
|
|
06/11/23 23:42:06| INFO binne_pacc finished [took 470.6917s]
|
|
06/11/23 23:42:08| INFO bin_pacc finished [took 490.2025s]
|
|
06/11/23 23:42:11| INFO bin_sld finished [took 500.3974s]
|
|
06/11/23 23:42:17| INFO bin_cc finished [took 463.2719s]
|
|
06/11/23 23:42:33| INFO mul_sld_gsq finished [took 515.9211s]
|
|
06/11/23 23:43:19| INFO bin_sld_gsq finished [took 563.2792s]
|
|
06/11/23 23:44:05| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'confidence': 'entropy'} (score=0.01110) [took 580.7011s]
|
|
06/11/23 23:44:33| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': 'balanced', 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': 'entropy'} (score=0.00755) [took 638.9055s]
|
|
06/11/23 23:45:18| INFO mul_sld_gs finished [took 683.7473s]
|
|
06/11/23 23:47:14| INFO bin_pacc_gs finished [took 769.5136s]
|
|
06/11/23 23:50:19| DEBUG [BinaryQuantifierAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 0.1, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': 'bcts', 'quantifier__exact_train_prev': True, 'confidence': None} (score=0.00653) [took 986.1331s]
|
|
06/11/23 23:53:23| INFO bin_sld_gs finished [took 1170.3407s]
|
|
06/11/23 23:53:23| INFO Dataset sample 0.80 of dataset rcv1_MCAT_9prevs finished [took 1175.4004s]
|
|
06/11/23 23:53:23| INFO Dataset sample 0.90 of dataset rcv1_MCAT_9prevs started
|
|
06/11/23 23:53:29| WARNING Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
|
|
06/11/23 23:53:31| WARNING Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
|
|
06/11/23 23:53:32| WARNING Method bin_sld_gsq failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
|
|
06/11/23 23:53:34| WARNING Method mul_sld_gsq failed. Exception: a must be greater than 0 unless no samples are taken
|
|
06/11/23 23:53:34| WARNING Method bin_pacc failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
|
|
06/11/23 23:53:36| WARNING Method mul_pacc failed. Exception: could not broadcast input array from shape (3,) into shape (4,)
|
|
06/11/23 23:53:37| WARNING Method binmc_pacc failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
|
|
06/11/23 23:53:38| WARNING Method binne_pacc failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
|
|
06/11/23 23:53:39| WARNING Method mulmc_pacc failed. Exception: could not broadcast input array from shape (3,) into shape (4,)
|
|
06/11/23 23:53:41| WARNING Method mulne_pacc failed. Exception: could not broadcast input array from shape (3,) into shape (4,)
|
|
06/11/23 23:53:41| WARNING Method bin_pacc_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
|
|
06/11/23 23:53:43| WARNING Method mul_pacc_gs failed. Exception: could not broadcast input array from shape (3,) into shape (4,)
|
|
06/11/23 23:53:44| WARNING Method bin_cc failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0
|
|
06/11/23 23:54:33| INFO ref finished [took 46.5615s]
|
|
06/11/23 23:54:34| INFO doc_feat finished [took 43.4254s]
|
|
06/11/23 23:54:34| INFO kfcv finished [took 48.7260s]
|
|
06/11/23 23:54:34| INFO mul_sld finished [took 64.5496s]
|
|
06/11/23 23:54:38| INFO atc_mc finished [took 49.9172s]
|
|
06/11/23 23:54:39| INFO atc_ne finished [took 49.8635s]
|
|
06/11/23 23:54:39| INFO mul_cc finished [took 54.7417s]
|
|
06/11/23 23:58:27| DEBUG [MultiClassAccuracyEstimator] optimization finished: best params {'quantifier__classifier__C': 10.0, 'quantifier__classifier__class_weight': None, 'quantifier__recalib': None, 'quantifier__exact_train_prev': True, 'confidence': 'max_conf'} (score=0.01247) [took 295.7388s]
|
|
06/11/23 23:59:08| INFO mul_sld_gs finished [took 336.2009s]
|
|
06/11/23 23:59:08| INFO Dataset sample 0.90 of dataset rcv1_MCAT_9prevs finished [took 344.1389s]
|