Optimal Statistical Feature Subset Selection for Bearing Fault Detection and Severity Estimation

Table 9

Classifier performance in terms of train accuracy and test accuracy values for Exp. 2.

Classifier	Train accuracy		Test accuracy
	T30	T30	T30	T30
PART	98.11	98.36	95.43	95.43
PART + multiboost	100	100	96.51	96.75
PART + bagging	98.72	98.81	96.49	96.72
JRIP	96.15	96.41	94.28	94.37
JRIP + multiboost	99.37	99.99	96.22	96.37
JRIP + bagging	98.10	98.21	96.04	96.25