Table 3 Comparison of performance of various classification models
Classifier | SDA- | SDA+ | ||
|---|---|---|---|---|
| Â | AUC | Acc | AUC | Acc |
Logistic regression | 0.92 | 0.84 | 1.0 | 1.0 |
SVM | 1.0 | 0.96 | 1.0 | 0.76 |
KNN | 0.99 | 0.93 | 1.0 | 0.94 |
Decision tree | 0.93 | 0.95 | 1.0 | 1.0 |
Average | 0.96 | 0.92 | 1.0 | 0.93 |
Classifier | SDA- | SDA+ | ||
|---|---|---|---|---|
| Â | AUC | Acc | AUC | Acc |
Logistic regression | 0.92 | 0.84 | 1.0 | 1.0 |
SVM | 1.0 | 0.96 | 1.0 | 0.76 |
KNN | 0.99 | 0.93 | 1.0 | 0.94 |
Decision tree | 0.93 | 0.95 | 1.0 | 1.0 |
Average | 0.96 | 0.92 | 1.0 | 0.93 |