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. Author manuscript; available in PMC: 2019 Jan 1.

Published in final edited form as: Stat Interface. 2018;11(3):401–420. doi: 10.4310/SII.2018.v11.n3.a1

Table 8.

Results in terms of the Mis-Classification Rate (MCR, in percentages) for the breast cancer and Ecoli data sets.

	Breast Cancer		Ecoli
Methods	Train MCR	Test MCR	Train MCR	Test MCR
L₂ Kernel	0.39 (0.24)	7.78 (1.42)	0.22 (0.33)	13.24 (4.42)
SIS	1.27 (0.73)	4.20 (1.09)	0.95 (0.68)	2.13 (1.21)
RFE	1.33 (0.56)	4.26 (1.00)	0.95 (0.68)	2.13 (1.25)
KNIFE	1.77 (0.54)	4.04 (0.78)	1.69 (0.81)	2.26 (1.27)
DOSK	2.40 (0.60)	3.97 (1.11)	1.52 (1.02)	1.95 (1.02)