Table 1. Comparison of metrics before and after applying SMOTE algorithm to the E-CLEAP model.
Method | Accuracy (%) | Recall (%) | Precision (%) | F1-score (%) |
---|---|---|---|---|
E-CLEAP (AAC) | 0.900 | 0.922 | 0.887 | 0.904 |
E-CLEAP (PseAAC) | 0.760 | 0.618 | 0.919 | 0.739 |
E-CLEAP with SMOTE (AAC) |
0.973 | 0.987 | 0.962 | 0.974 |
E-CLEAP with SMOTE (PseAAC) |
0.760 | 0.575 | 0.958 | 0.719 |