Table 6. Classification results obtained from testing set.
Algorithm | TP rate |
FP rate |
Precision | Accuracy | F-Measure | MCC | AUC |
---|---|---|---|---|---|---|---|
ANN | 0.917 | 0.117 | 0.927 | 0.917 | 0.915 | 0.837 | 0.800 |
SVM | 0.667 | 0.467 | 0.778 | 0.667 | 0.593 | 0.357 | 0.600 |
SVM, support vector machine; ANN, artificial neural network, FP, false-positive; TP, true-positive; MCC, Matthews correlation coefficient.