Table 4.

Comparison of R-MOTiFS with MOTiFS and H-MOTiFS w.r.t FSR (feature selection ratio). Best results in each row are in bold.

DataSet	FSR
	R-MOTiFS	MOTiFS [25]	H-MOTiFS [26]
Spambase	0.059	0.029	0.050
Ionosphere	0.188	0.072	0.127
Arhythmia	0.055	0.007	0.016
Multiple ft.	0.009	0.003	0.005
Waveform	0.057	0.042	0.068
WDBC	0.076	0.063	0.161
GermanNumber	0.083	0.063	0.091
DNA	0.073	0.009	0.050
Sonar	0.059	0.029	0.069
HillValley	0.058	0.012	0.056
Musk 1	0.026	0.010	0.017
Coil20	0.012	0.002	0.003
ORL	0.006	0.002	0.003
Lung_discrete	0.020	0.005	0.008
Kr-vs-Kp	0.060	0.048	0.122
Spect	0.093	0.079	0.116