Table 7.
Method | Accuracy | Recall | Specificity | Precision | F1-Measure |
---|---|---|---|---|---|
Ameva | 99.23 | 96.93 | 99.56 | 96.94 | 96.93 |
ANN | 98.36 | 93.50 | 99.07 | 93.47 | 93.48 |
C4.5 | 97.51 | 90.08 | 98.58 | 90.04 | 90.03 |
Bayesian | 92.56 | 70.96 | 95.75 | 70.22 | 70.41 |
KNN | 97.66 | 90.74 | 98.66 | 90.66 | 90.69 |
SVM | 90.56 | 63.09 | 94.61 | 62.22 | 62.41 |
Mahalanobis distance | 93.48 | 87.41 | 93.87 | 91.74 | 91.67 |
Discriminant analysis | 99.15 | 96.14 | 97.75 | 96.37 | 96.28 |