Table 2.
Classifier | Recognition rate | TP rate | TN rate | AUC | Time |
---|---|---|---|---|---|
SVM | 77.94% | 78.3% | 77.6% | 77.9% | 78.21 s |
MLP | 73.75% | 70.1% | 77.4% | 82.3% | 54.32 s |
AdaBoost + SVM | 75% | 79% | 71% | 78.6% | 86.25 s |
AdaBoost + MLP | 75.79% | 74.6% | 76.7% | 82% | 87.55 s |