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*                 Best Hyperparameters found for datasets -- adaBoost classifier --                  *
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Date       Time     Type       Classifier Dataset                        Nor Std Accuracy  Reference
========== ======== ========== ========== ============================== === === ========= ===========
2020-11-16 13:22:39 gridsearch adaBoost   balance-scale                    1   1 0.9344000 0.9046280 +
2020-11-21 23:48:05 gridsearch adaBoost   balloons                         1   0 0.8833330 0.6625000 +
2020-12-10 20:44:44 gridsearch adaBoost   breast-cancer-wisc-diag          1   0 0.9754390 0.9743450 +
2020-11-21 23:51:46 gridsearch adaBoost   breast-cancer-wisc-prog          1   0 0.8283330 0.7993400 +
2020-11-21 23:53:27 gridsearch adaBoost   breast-cancer-wisc               1   0 0.9685610 0.9702560 -
2020-11-21 23:55:47 gridsearch adaBoost   breast-cancer                    1   0 0.7273440 0.7382400 -
2020-11-22  2:21:32 gridsearch adaBoost   cardiotocography-10clases        1   0 0.6848680 0.8277610 -
2020-12-11  9:28:08 gridsearch adaBoost   cardiotocography-3clases         1   0 0.8504380 0.9201340 -
2020-12-10 20:24:21 gridsearch adaBoost   conn-bench-sonar-mines-rocks     1   0 0.6876890 0.8336540 -
2020-12-10 22:08:18 gridsearch adaBoost   cylinder-bands                   1   0 0.6504280 0.7691410 -
2020-11-21 23:52:12 gridsearch adaBoost   dermatology                      1   0 0.9727140 0.9732780 -
2020-11-21 23:48:42 gridsearch adaBoost   echocardiogram                   1   0 0.8544160 0.8485270 +
2020-11-16 13:22:40 gridsearch adaBoost   fertility                        1   1 0.8800000 0.8840000 -
2020-11-22  0:07:17 gridsearch adaBoost   haberman-survival                1   0 0.7581700 0.7392540 +
2020-11-21 23:54:11 gridsearch adaBoost   heart-hungarian                  1   0 0.8400930 0.8204750 +
2020-11-21 23:48:31 gridsearch adaBoost   hepatitis                        1   0 0.8774190 0.8232030 +
2020-11-21 23:57:45 gridsearch adaBoost   ilpd-indian-liver                1   0 0.7376070 0.7150280 +
2020-12-10 20:25:26 gridsearch adaBoost   ionosphere                       1   0 0.9430180 0.9442150 -
2020-06-26 18:09:17 gridsearch adaBoost   iris                             1   0 0.9800000 0.9786560 +
2020-11-21 23:54:15 gridsearch adaBoost   led-display                      1   0 0.7150000 0.7102000 +
2020-12-10 21:21:15 gridsearch adaBoost   libras                           1   0 0.7277780 0.8911110 -
2020-12-10 20:28:48 gridsearch adaBoost   low-res-spect                    1   0 0.8832660 0.9028200 -
2020-11-21 23:49:21 gridsearch adaBoost   lymphography                     1   0 0.8643680 0.8554050 +
2020-11-22  1:01:46 gridsearch adaBoost   mammographic                     1   0 0.8283090 0.8274720 +
2020-12-10 20:10:27 gridsearch adaBoost   molec-biol-promoter              1   0 0.8112550 0.8182690 -
2020-12-10 22:30:56 gridsearch adaBoost   musk-1                           1   0 0.8256360 0.8764710 -
2020-11-22 12:34:38 gridsearch adaBoost   oocytes_merluccius_nucleus_4d    1   0 0.8346200 0.8399630 -
2020-11-22  0:11:40 gridsearch adaBoost   oocytes_merluccius_states_2f     1   0 0.9236490 0.9299630 -
2020-11-22  0:49:21 gridsearch adaBoost   oocytes_trisopterus_nucleus_2f   1   0 0.7401250 0.8333330 -
2020-11-22  0:22:51 gridsearch adaBoost   oocytes_trisopterus_states_5b    1   0 0.8541340 0.9315790 -
2020-11-21 23:53:57 gridsearch adaBoost   parkinsons                       1   0 0.8564100 0.9202210 -
2020-11-22  0:24:41 gridsearch adaBoost   pima                             1   0 0.7747390 0.7671880 +
2020-11-21 23:55:43 gridsearch adaBoost   pittsburg-bridges-MATERIAL       1   0 0.8675320 0.8642860 +
2020-11-21 23:55:40 gridsearch adaBoost   pittsburg-bridges-REL-L          1   0 0.6976190 0.6959290 +
2020-11-21 23:56:48 gridsearch adaBoost   pittsburg-bridges-SPAN           1   0 0.7321640 0.6891300 +
2020-11-22  0:00:29 gridsearch adaBoost   pittsburg-bridges-T-OR-D         1   0 0.8919050 0.8743700 +
2020-11-21 23:58:28 gridsearch adaBoost   planning                         1   0 0.7256760 0.7255790 +
2020-11-21 23:57:36 gridsearch adaBoost   post-operative                   1   0 0.7222220 0.7117420 +
2020-11-21 23:57:45 gridsearch adaBoost   seeds                            1   0 0.9428570 0.9563030 -
2020-11-22  0:26:38 gridsearch adaBoost   statlog-australian-credit        1   0 0.6869570 0.6782810 +
2020-11-22  0:35:42 gridsearch adaBoost   statlog-german-credit            1   0 0.7690000 0.7562000 +
2020-11-22  0:03:22 gridsearch adaBoost   statlog-heart                    1   0 0.8407410 0.8422990 -
2020-11-22  0:29:34 gridsearch adaBoost   statlog-image                    1   0 0.9593070 0.9761940 -
2020-11-22  1:03:33 gridsearch adaBoost   statlog-vehicle                  1   0 0.7860700 0.8006730 -
2020-12-10 20:32:31 gridsearch adaBoost   synthetic-control                1   0 0.9816670 0.9903330 -
2020-11-22  0:29:36 gridsearch adaBoost   tic-tac-toe                      1   0 0.9853400 0.9853850 -
2020-11-22  0:13:09 gridsearch adaBoost   vertebral-column-2clases         1   0 0.8387100 0.8491530 -
2020-11-22  0:08:20 gridsearch adaBoost   wine                             1   0 0.9888890 0.9932810 -
2020-11-22  0:08:46 gridsearch adaBoost   zoo                              1   0 0.9600000 0.9603850 -
we have better results 22 times
we have worse  results 27 times
we have equal  results  0 times
stree      used  0 times
bagging    used  0 times
adaBoost   used 49 times
odte       used  0 times