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. Author manuscript; available in PMC: 2012 Jan 1.

Published in final edited form as: Stat Methodol. 2011 Jan;8(1):56–67. doi: 10.1016/j.stamet.2009.05.004

Table 2.

Simulation results of Example 2

	SVM	π̃							RSVM
	SVM	0.10	0.15	0.20	0.25	0.30	0.35	0.40	RSVM
test error	.1294	.1289	.1286	.1244	.1228	.1222	.1224	.1243	.1215
SE	.0020	.0020	.0018	.0017	.0013	.0011	.0011	.0012	.0013
difference	.0000	-.0005	-.0008	-.0050	-.0066	-.0072	-.0070	-.0051	-.0079
ratio	1.0000	.9961	.9938	.9615	.9490	.9440	.9457	.9602	.9386
improvement	.0000	.0172	.0273	.1693	.2242	.2462	.2389	.1749	.2701