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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 -- adaBoost 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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2020-11-16 13:22:39 gridsearch adaBoost balance-scale 1 1 0.9344000 0.9046280 +
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2020-11-21 23:48:05 gridsearch adaBoost balloons 1 0 0.8833330 0.6625000 +
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2020-12-10 20:44:44 gridsearch adaBoost breast-cancer-wisc-diag 1 0 0.9754390 0.9743450 +
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2020-11-21 23:51:46 gridsearch adaBoost breast-cancer-wisc-prog 1 0 0.8283330 0.7993400 +
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2020-11-21 23:53:27 gridsearch adaBoost breast-cancer-wisc 1 0 0.9685610 0.9702560 -
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2020-11-21 23:55:47 gridsearch adaBoost breast-cancer 1 0 0.7273440 0.7382400 -
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2020-11-22 2:21:32 gridsearch adaBoost cardiotocography-10clases 1 0 0.6848680 0.8277610 -
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2020-12-11 9:28:08 gridsearch adaBoost cardiotocography-3clases 1 0 0.8504380 0.9201340 -
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2020-12-10 20:24:21 gridsearch adaBoost conn-bench-sonar-mines-rocks 1 0 0.6876890 0.8336540 -
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2020-12-10 22:08:18 gridsearch adaBoost cylinder-bands 1 0 0.6504280 0.7691410 -
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2020-11-21 23:52:12 gridsearch adaBoost dermatology 1 0 0.9727140 0.9732780 -
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2020-11-21 23:48:42 gridsearch adaBoost echocardiogram 1 0 0.8544160 0.8485270 +
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2020-11-16 13:22:40 gridsearch adaBoost fertility 1 1 0.8800000 0.8840000 -
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2020-11-22 0:07:17 gridsearch adaBoost haberman-survival 1 0 0.7581700 0.7392540 +
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2020-11-21 23:54:11 gridsearch adaBoost heart-hungarian 1 0 0.8400930 0.8204750 +
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2020-11-21 23:48:31 gridsearch adaBoost hepatitis 1 0 0.8774190 0.8232030 +
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2020-11-21 23:57:45 gridsearch adaBoost ilpd-indian-liver 1 0 0.7376070 0.7150280 +
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2020-12-10 20:25:26 gridsearch adaBoost ionosphere 1 0 0.9430180 0.9442150 -
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2020-06-26 18:09:17 gridsearch adaBoost iris 1 0 0.9800000 0.9786560 +
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2020-11-21 23:54:15 gridsearch adaBoost led-display 1 0 0.7150000 0.7102000 +
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2020-12-10 21:21:15 gridsearch adaBoost libras 1 0 0.7277780 0.8911110 -
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2020-12-10 20:28:48 gridsearch adaBoost low-res-spect 1 0 0.8832660 0.9028200 -
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2020-11-21 23:49:21 gridsearch adaBoost lymphography 1 0 0.8643680 0.8554050 +
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2020-11-22 1:01:46 gridsearch adaBoost mammographic 1 0 0.8283090 0.8274720 +
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2020-12-10 20:10:27 gridsearch adaBoost molec-biol-promoter 1 0 0.8112550 0.8182690 -
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2020-12-10 22:30:56 gridsearch adaBoost musk-1 1 0 0.8256360 0.8764710 -
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2020-11-22 12:34:38 gridsearch adaBoost oocytes_merluccius_nucleus_4d 1 0 0.8346200 0.8399630 -
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2020-11-22 0:11:40 gridsearch adaBoost oocytes_merluccius_states_2f 1 0 0.9236490 0.9299630 -
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2020-11-22 0:49:21 gridsearch adaBoost oocytes_trisopterus_nucleus_2f 1 0 0.7401250 0.8333330 -
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2020-11-22 0:22:51 gridsearch adaBoost oocytes_trisopterus_states_5b 1 0 0.8541340 0.9315790 -
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2020-11-21 23:53:57 gridsearch adaBoost parkinsons 1 0 0.8564100 0.9202210 -
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2020-11-22 0:24:41 gridsearch adaBoost pima 1 0 0.7747390 0.7671880 +
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2020-11-21 23:55:43 gridsearch adaBoost pittsburg-bridges-MATERIAL 1 0 0.8675320 0.8642860 +
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2020-11-21 23:55:40 gridsearch adaBoost pittsburg-bridges-REL-L 1 0 0.6976190 0.6959290 +
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2020-11-21 23:56:48 gridsearch adaBoost pittsburg-bridges-SPAN 1 0 0.7321640 0.6891300 +
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2020-11-22 0:00:29 gridsearch adaBoost pittsburg-bridges-T-OR-D 1 0 0.8919050 0.8743700 +
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2020-11-21 23:58:28 gridsearch adaBoost planning 1 0 0.7256760 0.7255790 +
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2020-11-21 23:57:36 gridsearch adaBoost post-operative 1 0 0.7222220 0.7117420 +
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2020-11-21 23:57:45 gridsearch adaBoost seeds 1 0 0.9428570 0.9563030 -
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2020-11-22 0:26:38 gridsearch adaBoost statlog-australian-credit 1 0 0.6869570 0.6782810 +
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2020-11-22 0:35:42 gridsearch adaBoost statlog-german-credit 1 0 0.7690000 0.7562000 +
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2020-11-22 0:03:22 gridsearch adaBoost statlog-heart 1 0 0.8407410 0.8422990 -
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2020-11-22 0:29:34 gridsearch adaBoost statlog-image 1 0 0.9593070 0.9761940 -
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2020-11-22 1:03:33 gridsearch adaBoost statlog-vehicle 1 0 0.7860700 0.8006730 -
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2020-12-10 20:32:31 gridsearch adaBoost synthetic-control 1 0 0.9816670 0.9903330 -
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2020-11-22 0:29:36 gridsearch adaBoost tic-tac-toe 1 0 0.9853400 0.9853850 -
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2020-11-22 0:13:09 gridsearch adaBoost vertebral-column-2clases 1 0 0.8387100 0.8491530 -
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2020-11-22 0:08:20 gridsearch adaBoost wine 1 0 0.9888890 0.9932810 -
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2020-11-22 0:08:46 gridsearch adaBoost zoo 1 0 0.9600000 0.9603850 -
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we have better results 22 times
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we have worse results 27 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 0 times
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adaBoost used 49 times
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odte used 0 times |