Table 6: Results for training of fault features.

Classifiers
BayesMLPRBF
5 features9 features15 features5 features9 features15 features5 features9 features15 features

TP rate0.5420.5420.5830.91711111
FP rate0.1110.1110.0920.01700000
Precision0.3990.3990.3840.92711111
Recall0.5420.5420.5830.91711111
-measure0.4260.4260.450.91711111
ROC area0.8150.8150.8650.98911111