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

Table 11

Classifier performance in terms of train accuracy and test accuracy values for dataset A for Exp. 3.

Classifier	Train accuracy		Test accuracy
	T30	T30	T30	T30
PART	98.63	98.82	96.04	96.25
PART + multiboost	100	100	99.13	99.63
PART + bagging	99.47	99.8	98.6	98.81
JRIP	97.71	97.82	96.6	95.96
JRIP + multiboost	99.8	99.99	97.04	97.27
JRIP + bagging	98.82	98.9	97.04	97.25