Feature selection | Model | Accuracy | Recall | Specificity | AUC |
---|---|---|---|---|---|
None | Balanced Bagging | 0.69 | 0.57 | 0.73 | 0.76 |
Complement NB | 0.69 | 0.57 | 0.73 | 0.77 | |
Easy Ensemble | 0.69 | 0.71 | 0.69 | 0.78 | |
ABC | Balanced Bagging | 0.74 | 0.86 | 0.71 | 0.85 |
Complement NB | 0.75 | 0.71 | 0.76 | 0.82 | |
Easy Ensemble | 0.72 | 0.79 | 0.71 | 0.82 | |
HHO | Balanced Bagging | 0.71 | 0.64 | 0.73 | 0.79 |
Complement NB | 0.72 | 0.64 | 0.75 | 0.81 | |
Easy Ensemble | 0.66 | 0.57 | 0.69 | 0.79 | |
SMA | Balanced Bagging | 0.72 | 0.64 | 0.75 | 0.80 |
Complement NB | 0.78 | 0.86 | 0.76 | 0.89 | |
Easy Ensemble | 0.77 | 0.86 | 0.75 | 0.90 | |
Mean | Balanced Bagging | 0.72 | 0.68 | 0.73 | 0.80 |
Complement NB | 0.74 | 0.70 | 0.75 | 0.82 | |
Easy Ensemble | 0.71 | 0.73 | 0.71 | 0.82 |