Table 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 |