Table 7.
Using RFE features from SMOTE data
Classifier | Sensitivity | Specificity | AUC | F-Meas. |
---|---|---|---|---|
FLDA | 0.6169 | 0.7512 | 0.7564 | 0.7812 |
RF | 0.9079 | 0.9135 | 0.9764 | 0.9138 |
DL | 0.8314 | 0.8880 | 0.9980 | 1.0000 |
Using RFE features from SMOTE data
Classifier | Sensitivity | Specificity | AUC | F-Meas. |
---|---|---|---|---|
FLDA | 0.6169 | 0.7512 | 0.7564 | 0.7812 |
RF | 0.9079 | 0.9135 | 0.9764 | 0.9138 |
DL | 0.8314 | 0.8880 | 0.9980 | 1.0000 |