Table 3. The effect of different classifiers on detection performance.
Classifier | D(%) | FP (%) |
---|---|---|
SVM RBF | 93.0 | 6.6 |
Linear SVM | 82.7 | 5.5 |
NN | 93.4 | 10.4 |
KNN | 84.9 | 5.6 |
LDA (linear) | 91.2 | 10.6 |
LDA (quadratic) | 88.9 | 13.9 |
The SVM with RBF kernel outperforms all other evaluated classifiers.