Table 3.
Classification performance of machine methods.
AUC | Accuracy | Sensitivity | Sepecificity | Kappa | |
---|---|---|---|---|---|
SVM | 0.78 | 0.71 | 0.82 | 0.60 | 0.47 |
RF | 0.71 | 0.70 | 0.62 | 0.79 | 0.42 |
LR | 0.77 | 0.71 | 0.84 | 0.58 | 0.43 |
SVM, support vector machine; RF, random forest; LR, logistic regression.