Classifier | Acc | Sen | Spe | Pre | MCC |
---|---|---|---|---|---|
SVM | 0.6218 | 0.8068 | 0.4368 | 0.5890 | 0.2625 |
Naïve Bayes | 0.5824 | 0.8572 | 0.3076 | 0.5533 | 0.1970 |
Logistic Regression | 0.7028 | 0.6940 | 0.7116 | 0.7069 | 0.4061 |
Random Forest | 0.8816 | 0.8838 | 0.8794 | 0.8813 | 0.7641 |
Rotation Forest | 0.8784 | 0.9127 | 0.8442 | 0.8574 | 0.7592 |
Ada Boosting | 0.8677 | 0.9042 | 0.8312 | 0.843 | 0.7376 |
DELM | 0.7932 | 0.8606 | 0.7258 | 0.7598 | 0.5925 |
Gradient Boosting | 0.8946 | 0.9240 | 0.8652 | 0.8736 | 0.7913 |