Datasets | Train Data % | Test Data % | Over-fitting Diff. % | Pre | Rec | F1-score | NO.F | F-Time (sec) | C-Time (sec) | AUC | Var. | ACC % |
---|---|---|---|---|---|---|---|---|---|---|---|---|
SVM classifier | ||||||||||||
 RNA gene | 100.000 | 99.627 | 0.373 | 0.998 | 0.830 | 0.831 | 10,265 | 10,160.720 | 2.962 | 1.000 | 0.000036 | 99.627 |
 DNA CNV | 93.446 | 80.761 | 12.685 | 0.772 | 0.707 | 0.710 | 8190 | 37,302.17 | 3.216 | 0.944 | 0.000527 | 80.761 |
 Parkinson’s disease | 100.000 | 82.930 | 17.070 | 0.810 | 0.714 | 0.738 | 376.000 | 5.482 | 1.195 | 0.855 | 0.003410 | 82.930 |
 Dermatology diseases | 99.727 | 94.805 | 4.922 | 0.950 | 0.947 | 0.944 | 13.000 | 0.016 | 0.080 | 0.994 | 0.001556 | 94.805 |
 BreastEW | 100.000 | 93.675 | 6.325 | 0.941 | 0.926 | 0.932 | 15.000 | 0.0159 | 0.101 | 0.984 | 0.000969 | 93.675 |