Table 3.
Classifier | Evaluation Measures | |||||
---|---|---|---|---|---|---|
Accuracy (%) | Precision (%) | FNR (%) | Recall (%) | F1_Score (%) | Time(s) | |
L-SVM | 99.5 | 98.4 | 0.5 | 99.1 | 98.7 | 67.271 |
Q-SVM | 99.5 | 99.1 | 0.5 | 98.3 | 98.7 | 73.561 |
C-SVM | 99.6 | 99.2 | 0.4 | 99.4 | 99.3 | 39.18 |
MG-SVM | 99.4 | 99.3 | 0.6 | 99.5 | 99.4 | 286.393 |
CG-SVM | 99.2 | 99 | 0.8 | 99.4 | 99.2 | 152.135 |
GN-Bayes | 98.3 | 98.1 | 1.7 | 99.3 | 98.7 | 92.112 |
ESD | 99.2 | 99.1 | 0.8 | 99.4 | 99.2 | 139.36 |
C-KNN | 99.4 | 98.6 | 0.6 | 99.6 | 99.1 | 29.121 |
LD | 98.9 | 98.4 | 1.1 | 99.3 | 98.8 | 35.11 |