| Method | Sensitivity | Recall rate | F1 value | Average F1 |
Classical Linear Discriminant | Logistic Regression | 40% | 24.2% | 30.1% |
22.9% |
Linear Discriminant Analysis | 20% | 18.2% | 19% | ||
Mixed Linear Discrimination | 22.2% | 24.2% | 23.2% | ||
Flexible Linear Discrimination | 20% | 18.2% | 19% | ||
Machine Learning | SVM | 100% | 9.1% | 16.7% |
57% |
Bagging Classification | 100% | 6.1% | 11.4% | ||
Random Forest | 100% | 100% | 100% | ||
Adaboost Classification | 100% | 100% | 100% |