Category | Modela | AUC (95% CI) | Accuracy | Epochs |
---|---|---|---|---|
BOW models | RF | 0.975 (0.967–0.983) | 0.921 | N/A |
LASS | 0.973 (0.964–0.982) | 0.912 | N/A | |
SVM | 0.967 (0.957–0.976) | 0.912 | N/A | |
MLP | 0.947 (0.934–0.960) | 0.883 | N/A | |
SDT | 0.934 (0.918–0.950) | 0.911 | N/A | |
NBC | 0.924 (0.908–0.940) | 0.838 | N/A | |
Deep learning models | CNN_D200 | 0.985 (0.979–0.992) | 0.945 | 30.8 |
CNN_W2V | 0.985 (0.979–0.991) | 0.942 | 25.0 | |
CNN_D50 | 0.984 (0.978–0.991) | 0.944 | 36.6 |