Table 5. Summary of classification results obtained from training set using 10-fold CV.
Algorithm | TP rate | FP rate | Precision | F-measure | MCC | Accuracy |
---|---|---|---|---|---|---|
ANN | 0.719 | 0.298 | 0.717 | 0.717 | 0.425 | 0.714 |
KNN | 0.750 | 0.242 | 0.758 | 0.751 | 0.504 | 0.749 |
ANN, artificial neural network; KNN, k-nearest neighbor; FP, false-positive; TP, true-positive; MCC, Matthews correlation coefficient.