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62 lines
5.7 KiB
Plaintext
Executable File
62 lines
5.7 KiB
Plaintext
Executable File
******************************************************************************************************
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* Best Hyperparameters found for datasets -- bagging classifier -- *
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******************************************************************************************************
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Date Time Type Classifier Dataset Nor Std Accuracy Reference
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========== ======== ========== ========== ============================== === === ========= ===========
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2020-12-19 18:36:31 gridsearch bagging balance-scale 1 0 0.8352000 0.9046280 -
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2020-11-19 13:41:55 gridsearch bagging balloons 1 1 0.6833330 0.6625000 +
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2020-11-20 3:48:59 gridsearch bagging breast-cancer-wisc-diag 1 1 0.9807020 0.9743450 +
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2020-11-11 23:10:52 gridsearch bagging breast-cancer-wisc-prog 1 1 0.8337180 0.7993400 +
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2020-11-23 12:10:11 gridsearch bagging breast-cancer-wisc 1 0 0.9771220 0.9702560 +
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2020-11-19 23:44:41 gridsearch bagging breast-cancer 1 1 0.7519060 0.7382400 +
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2020-11-16 13:37:13 gridsearch bagging cardiotocography-10clases 1 1 0.7022580 0.8277610 -
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2020-11-16 13:35:23 gridsearch bagging cardiotocography-3clases 1 1 0.8490220 0.9201340 -
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2020-12-12 13:27:08 gridsearch bagging conn-bench-sonar-mines-rocks 1 0 0.7304300 0.8336540 -
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2020-12-20 1:53:07 gridsearch bagging cylinder-bands 1 0 0.6661340 0.7691410 -
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2020-12-20 4:18:35 gridsearch bagging dermatology 1 0 0.9781560 0.9732780 +
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2020-11-19 19:42:13 gridsearch bagging echocardiogram 1 1 0.8698010 0.8485270 +
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2020-11-19 15:22:26 gridsearch bagging fertility 1 1 0.8900000 0.8840000 +
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2020-11-20 7:04:39 gridsearch bagging haberman-survival 1 1 0.7386040 0.7392540 -
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2020-11-23 15:28:21 gridsearch bagging heart-hungarian 1 0 0.8471070 0.8204750 +
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2020-11-19 17:44:52 gridsearch bagging hepatitis 1 1 0.8645160 0.8232030 +
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2020-12-21 7:18:24 gridsearch bagging ilpd-indian-liver 1 0 0.7307690 0.7150280 +
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2020-11-20 7:39:16 gridsearch bagging ionosphere 1 1 0.9600810 0.9442150 +
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2020-06-26 11:03:03 gridsearch bagging iris 1 0 0.9800000 0.9786560 +
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2021-01-13 13:45:23 gridsearch bagging led-display 1 0 0.6950000 0.7102000 -
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2021-01-14 0:28:42 gridsearch bagging libras 1 0 0.8194440 0.8911110 -
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2020-12-24 16:13:21 gridsearch bagging low-res-spect 1 0 0.9133840 0.9028200 +
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2020-11-20 1:24:35 gridsearch bagging lymphography 1 1 0.8919540 0.8554050 +
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2020-12-22 11:05:56 gridsearch bagging mammographic 1 0 0.8376890 0.8274720 +
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2020-11-20 2:26:50 gridsearch bagging molec-biol-promoter 1 1 0.9428570 0.8182690 +
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2020-12-13 10:54:42 gridsearch bagging musk-1 1 0 0.8170390 0.8764710 -
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2020-11-16 13:35:59 gridsearch bagging oocytes_merluccius_nucleus_4d 1 1 0.7925730 0.8399630 -
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2020-11-16 13:35:27 gridsearch bagging oocytes_merluccius_states_2f 1 1 0.7299280 0.9299630 -
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2020-11-16 13:35:46 gridsearch bagging oocytes_trisopterus_nucleus_2f 1 1 0.7279710 0.8333330 -
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2020-11-16 13:35:41 gridsearch bagging oocytes_trisopterus_states_5b 1 1 0.8540800 0.9315790 -
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2020-11-20 7:53:07 gridsearch bagging parkinsons 1 1 0.8615380 0.9202210 -
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2020-12-23 22:40:26 gridsearch bagging pima 1 0 0.7773790 0.7671880 +
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2020-11-21 14:57:13 gridsearch bagging pittsburg-bridges-MATERIAL 1 1 0.8770560 0.8642860 +
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2020-11-20 12:30:28 gridsearch bagging pittsburg-bridges-REL-L 1 1 0.6961900 0.6959290 +
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2020-11-16 13:35:56 gridsearch bagging pittsburg-bridges-SPAN 1 1 0.6871350 0.6891300 -
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2020-11-16 13:35:54 gridsearch bagging pittsburg-bridges-T-OR-D 1 1 0.8828570 0.8743700 +
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2020-11-22 0:19:48 gridsearch bagging planning 1 1 0.7367870 0.7255790 +
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2020-11-16 13:35:58 gridsearch bagging post-operative 1 1 0.7111110 0.7117420 -
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2020-11-20 17:28:36 gridsearch bagging seeds 1 1 0.9619050 0.9563030 +
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2020-12-22 19:59:23 gridsearch bagging statlog-australian-credit 1 0 0.6840580 0.6782810 +
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2020-12-24 0:02:12 gridsearch bagging statlog-german-credit 1 0 0.7620000 0.7562000 +
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2020-11-20 22:17:22 gridsearch bagging statlog-heart 1 1 0.8666670 0.8422990 +
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2020-11-16 14:04:13 gridsearch bagging statlog-image 1 1 0.9627710 0.9761940 -
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2020-11-16 13:37:33 gridsearch bagging statlog-vehicle 1 1 0.7931500 0.8006730 -
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2020-12-25 19:30:56 gridsearch bagging synthetic-control 1 0 0.9966670 0.9903330 +
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2020-12-22 18:42:57 gridsearch bagging tic-tac-toe 1 0 0.8757580 0.9853850 -
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2020-11-16 13:37:03 gridsearch bagging vertebral-column-2clases 1 1 0.7741940 0.8491530 -
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2020-11-21 2:52:23 gridsearch bagging wine 1 1 0.9944440 0.9932810 +
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2020-11-20 22:21:27 gridsearch bagging zoo 1 1 0.9700000 0.9603850 +
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we have better results 29 times
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we have worse results 20 times
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we have equal results 0 times
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stree used 0 times
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bagging used 49 times
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adaBoost used 0 times
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odte used 0 times |