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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 5.

Simulation results of Example 5

SVM π̃
RSVM
0.10 0.15 0.20 0.25 0.30 0.35 0.40
test error .1652 .1650 .1628 .1612 .1593 .1576 .1565 .1577 .1766
SE .0020 .0020 .0020 .0020 .0018 .0019 .0019 .0019 .0022
difference .0000 -.0002 -.0024 -.0041 -.0059 -.0076 -.0088 -.0076 .0114
ratio 1.0000 .9985 .9852 .9754 .9640 .9541 .9470 .9542 1.0691
improvement .0000 .0038 .0375 .0623 .0911 .1162 .1342 .1160 -.1751