Table 5.
FT-1 | FT-2 | FT-3 | RoF-FT-1 | RoF-FT-2 | RoF-FT-3 | BG-FT-1 | BG-FT-2 | BG-FT-3 | BT-FT-1 | BT-FT-2 | BT-FT-3 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Accuracy (%) | 96.79 | 97.86 | 96.64 | 97.43 | 98.32 | 97.4 | 97.58 | 98.21 | 97.33 | 98.11 | 98.51 | 97.84 |
F-Measure | 0.968 | 0.979 | 0.966 | 0.974 | 0.983 | 0.974 | 0.976 | 0.982 | 0.973 | 0.981 | 0.985 | 0.978 |
AUC | 0.977 | 0.992 | 0.966 | 0.996 | 0.998 | 0.994 | 0.996 | 0.997 | 0.994 | 0.997 | 0.998 | 0.997 |
TP-Rate | 0.968 | 0.979 | 0.966 | 0.974 | 0.983 | 0.974 | 0.976 | 0.982 | 0.973 | 0.981 | 0.985 | 0.978 |
FP-Rate | 0.032 | 0.021 | 0.034 | 0.026 | 0.017 | 0.026 | 0.024 | 0.018 | 0.027 | 0.019 | 0.015 | 0.022 |
MCC | 0.936 | 0.957 | 0.933 | 0.949 | 0.966 | 0.948 | 0.952 | 0.964 | 0.947 | 0.962 | 0.970 | 0.957 |