| ACC | SE | SP | MCC |
---|---|---|---|---|
Random forest | 0.823 | 0.640 | 0.926 | 0.606 |
AdaBoost | 0.751 | 0.605 | 0.834 | 0.450 |
Bagging | 0.796 | 0.650 | 0.879 | 0.549 |
Naïve Bayes | 0.773 | 0.693 | 0.818 | 0.510 |
LibSVM | 0.796 | 0.585 | 0.916 | 0.545 |
Decision tree | 0.779 | 0.658 | 0.848 | 0.515 |
LWL | 0.732 | 0.581 | 0.817 | 0.408 |
JRip | 0.773 | 0.583 | 0.880 | 0.492 |
KNN (K = 3) | 0.791 | 0.566 | 0.918 | 0.532 |
MLP | 0.454 | 0.734 | 0.296 | 0.031 |