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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 4.

Simulation results of Example 4

SVM π̃
 RSVM
0.10 0.15 0.20 0.25 0.30 0.35 0.40
test error .2433 .2433 .2433 .2430 .2412 .2395 .2407 .2444 .2382
SE .0021 .0021 .0021 .0021 .0021 .0021 .0023 .0023 .0022
difference .0000 .0000 -.0000 -.0003 -.0021 -.0038 -.0026 .0010 -.0051
ratio 1.0000 1.0000 1.0000 .9986 .9915 .9844 .9894 1.0043 .9789
improvement .0000 .0000 .0001 .0023 .0145 .0265 .0179 -.0073 .0359