New State Identification Method for Rotating Machinery under Variable Load Conditions Based on Hybrid Entropy Features and Joint Distribution Adaptation

Table 3

Diagnosis results of different classifiers with different entropy features.

Classifier	Entropy
	PE (%)	SE (%)	EE (%)	SSE (%)	PSE (%)	HE (%)
KNN	79.37	75.94	79.79	90.31	65.21	94.06
SVM	77.40	81.15	79.27	76.88	65.42	98.85
RF	77.92	78.96	79.19	87.60	65.94	98.54