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

Figure 8

ROC and AUC-ROC comparison of the conventional SVM model for various numbers of features () selected by the feature selection scheme using dataset 2 when all fault classes are selected as a positive class.