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

Table 1

Time-domain features.

Name	Definition	Name	Definition
Mean		Standard deviation
Root mean square		Variance
Sign function		Square root of amplitude
Kurtosis value		Skewness value
Crest factor		Impulse factor
Margin factor		Form factor
Kurtosis factor		Peak-to-peak value