Assessment of Equipment Operation State with Improved Random Forest

Table 5

Comparison of different classifier results.

Classifiers	Assessment standard
	IRF	0.9567	0.9545	0.9600	0.9159
RF	0.9400	0.9379	0.9428	0.8824
LVQ	0.9400	0.9386	0.9502	0.8926
SVM	0.9067	0.9046	0.9188	0.8282
DT	0.9083	0.9013	0.9283	0.8380
PNN	0.9083	0.9045	0.9245	0.8358