Method | Accuracy | Precision | Recall | Specificity | F1 |
CT | 0.7122 | 0.8213 | 0.5344 | 0.8862 | 0.6475 |
RF100 | 0.9706 | 0.9729 | 0.9676 | 0.9736 | 0.9702 |
RF300 | 0.9713 | 0.9688 | 0.9734 | 0.9694 | 0.9711 |
RF500 | 0.9710 | 0.9661 | 0.9755 | 0.9665 | 0.9708 |
GB100 | 0.7729 | 0.7939 | 0.7305 | 0.8144 | 0.7609 |
GB300 | 0.7933 | 0.7827 | 0.8060 | 0.7809 | 0.7942 |
GB500 | 0.8003 | 0.8081 | 0.7819 | 0.8182 | 0.7948 |
XGB100 | 0.8740 | 0.8789 | 0.8643 | 0.8834 | 0.8716 |
XGB300 | 0.9179 | 0.9264 | 0.9061 | 0.9296 | 0.9161 |
XGB500 | 0.9422 | 0.9572 | 0.9244 | 0.9595 | 0.9405 |