Fault Diagnosis of Electric Impact Drills Based on Time-Varying Loudness and Logistic Regression

Table 3

The classification accuracy on the training dataset and testing dataset using the PAR model with different classification methods.

Methods	Accuracy (%) on
	Training dataset	Testing dataset
PAR + LR (our method)	100	97
PAR + SVM	100	88
PAR + KNN	100	94.5