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

Table 13

PART + multiboost performance in terms of F-measure and G-mean values for Exp. 4.

	Normal	IR 007	IR 014	IR 021	IR 028	OR 007	OR 014	OR 021	BB 007	BB 014	BB 021	BB 028
F-measure	0.998	0.988	0.982	0.980	1.000	0.998	0.965	0.981	0.962	0.951	0.953	1.000
G-mean	0.999	0.994	0.987	0.993	1.000	1.000	0.984	0.992	0.976	0.972	0.968	1.000