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

Table 9

Accuracies (%) of classifiers obtained in experiment 4.

Classifier	Normal	Erratic	Drift	Hardover	Spike	Stuck	Total
DI-SVM	98.33	100.00	100.00	100.00	98.88	99.44	99.44
SVM	93.61	99.16	99.72	99.72	97.22	97.77	97.87
NN	98.61	98.33	98.05	93.33	88.61	90.27	94.53
KNN	83.33	92.77	74.72	83.33	98.05	83.33	85.92