A Novel Feature Selection Scheme and a Diversified-Input SVM-Based Classifier for Sensor Fault Classification

Table 11

Accuracies (%) of classifiers obtained in experiment 5.

Classifier	Normal	Erratic	Drift	Hardover	Spike	Stuck	Total
DI-SVM	82.22	99.16	93.32	98.05	99.17	92.21	93.89
SVM	73.89	95.83	92.21	95.82	98.32	89.71	91.10
NN	88.32	88.60	94.71	89.71	91.10	94.72	91.19
KNN	61.38	82.21	76.39	79.17	81.39	83.32	77.30