A Condition Monitoring Method of Hydraulic Gear Pumps Based on Multilevel Mechanism-Data Fusion

Table 11

Results of different methods.

Method	Accuracy	Precision	Recall	F1-score
Method 1	0.8542	0.8182	0.8571	0.8372
Method 2	0.875	0.8261	0.9048	0.8636
Method 3	0.9375	1.0	0.8571	0.9231
Method 4	0.9375	1.0	0.8571	0.9231
Method 5	1.0	1.0	1.0	1.0
Method 6	1.0	1.0	1.0	1.0
Method 7	0.9690	0.9940	0.9368	0.9632
Method 8	0.875	0.8571	0.8571	0.8571
Method 9	0.75	0.8	0.5714	0.6667
Method 10	0.9375	1.0	0.8571	0.9231