Multiple Kernel Dimensionality Reduction via Ratio-Trace and Marginal Fisher Analysis

Table 5

The classification accuracy rates on four bearing vibration signal datasets.

Datasets	MKL-TR	MKL-DR	MKL-SRTR	EMFA	MKL-MFA
D_MIX	0.9363	0.9257	0.9485	0.9854	0.9914
D_IRF	0.9415	0.9151	0.9312	0.9627	0.9862
D_ORF	0.9228	0.9238	0.9554	0.9716	0.9848
D_BF	0.9086	0.8992	0.9027	0.9285	0.9537