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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 -- any 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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2020-12-23 7:47:46 gridsearch odte balance-scale 1 0 0.9712000 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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2020-12-16 22:24:05 gridsearch odte breast-cancer-wisc-diag 1 0 0.9824560 0.9743450 +
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2020-12-16 20:10:07 gridsearch odte breast-cancer-wisc-prog 1 0 0.8487180 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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2020-12-07 23:56:19 gridsearch odte cardiotocography-10clases 1 0 0.7516510 0.8277610 -
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2020-12-07 16:13:18 gridsearch odte cardiotocography-3clases 1 0 0.8612550 0.9201340 -
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2020-12-21 13:58:11 gridsearch odte conn-bench-sonar-mines-rocks 1 0 0.7550520 0.8336540 -
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2020-12-18 5:26:37 gridsearch odte cylinder-bands 1 0 0.6699600 0.7691410 -
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2020-12-17 18:10:44 gridsearch odte dermatology 1 0 0.9864120 0.9732780 +
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2020-11-22 5:37:43 gridsearch odte echocardiogram 1 0 0.8698010 0.8485270 +
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2020-11-26 0:18:42 gridsearch odte fertility 1 0 0.8900000 0.8840000 +
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2020-11-22 21:36:33 gridsearch odte haberman-survival 1 0 0.7745640 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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2020-11-22 4:30:37 gridsearch odte hepatitis 1 0 0.8774190 0.8232030 +
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2020-11-13 12:04:28 crossval stree ilpd-indian-liver 1 0 0.7426910 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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2020-11-03 18:52:15 gridsearch odte iris 1 0 0.9933330 0.9786560 +
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2020-12-07 18:41:58 gridsearch odte led-display 1 0 0.7310000 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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2020-12-23 8:03:20 gridsearch odte low-res-spect 1 0 0.9134020 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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2020-12-19 16:13:00 gridsearch odte mammographic 1 0 0.8428760 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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2020-12-23 4:28:26 gridsearch odte musk-1 1 0 0.8339030 0.8764710 -
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2020-12-28 21:05:55 gridsearch odte oocytes_merluccius_nucleus_4d 1 0 0.8434190 0.8399630 +
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2020-12-20 2:56:17 gridsearch odte oocytes_merluccius_states_2f 1 0 0.9295120 0.9299630 -
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2020-12-08 19:38:34 gridsearch odte oocytes_trisopterus_nucleus_2f 1 0 0.7509640 0.8333330 -
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2020-12-20 20:31:07 gridsearch odte oocytes_trisopterus_states_5b 1 0 0.8761360 0.9315790 -
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2020-11-22 11:23:41 gridsearch odte parkinsons 1 0 0.8666670 0.9202210 -
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2020-12-20 23:16:56 gridsearch odte pima 1 0 0.7890930 0.7671880 +
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2020-11-13 12:15:41 crossval stree pittsburg-bridges-MATERIAL 1 0 0.8861470 0.8642860 +
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2020-11-23 10:03:06 gridsearch odte pittsburg-bridges-REL-L 1 0 0.7052380 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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2020-11-13 12:15:41 crossval stree pittsburg-bridges-T-OR-D 1 0 0.9023810 0.8743700 +
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2020-11-23 3:03:50 gridsearch odte planning 1 0 0.7478980 0.7255790 +
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2020-11-13 12:15:41 crossval stree post-operative 1 0 0.7222220 0.7117420 +
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2020-11-13 12:15:41 crossval stree seeds 1 0 0.9619050 0.9563030 +
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2020-12-19 17:15:01 gridsearch odte statlog-australian-credit 1 0 0.7000000 0.6782810 +
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2020-12-21 0:36:07 gridsearch odte statlog-german-credit 1 0 0.7770000 0.7562000 +
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2020-11-23 0:04:28 gridsearch odte statlog-heart 1 0 0.8666670 0.8422990 +
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2020-12-08 21:15:04 gridsearch odte statlog-image 1 0 0.9627710 0.9761940 -
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2020-12-08 21:36:41 gridsearch odte statlog-vehicle 1 0 0.8179810 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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2020-11-13 12:21:13 crossval stree tic-tac-toe 1 0 0.9874350 0.9853850 +
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2020-11-23 12:30:11 gridsearch odte vertebral-column-2clases 1 0 0.8451610 0.8491530 -
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2020-11-23 1:18:25 gridsearch odte wine 1 0 0.9944440 0.9932810 +
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2020-11-22 19:29:44 gridsearch odte zoo 1 0 0.9800000 0.9603850 +
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we have better results 37 times
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we have worse results 12 times
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we have equal results 0 times
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stree used 6 times
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bagging used 8 times
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adaBoost used 2 times
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odte used 33 times |