Classifier Used | Data set 1 | Data set 2 | Data set 3 | Data set 4 | Data set 5 | |||||
TP (%) | FP (%) | TP (%) | FP (%) | TP (%) | FP (%) | TP (%) | FP (%) | TP (%) | FP (%) | |
SVM | 95.5 | 4.5 | 96.8 | 4.0 | 96.5 | 5.3 | 97.0 | 7.3 | 98.0 | 13.6 |
Random Forest | 93.8 | 6.3 | 95.8 | 4.3 | 96.5 | 2.5 | 97.5 | 5.3 | 98.5 | 4.6 |
LogitBoost | 95.8 | 4.3 | 95.3 | 5.7 | 97.3 | 5.5 | 97.8 | 4.3 | 98.8 | 11.3 |
Multi-Classifier | 96.3 | 3.8 | 97.0 | 3.7 | 97.5 | 3.9 | 99.0 | 2.1 | 98.8 | 9.0 |