Table 3.
SVM | π̃ |
RSVM | |||||||
---|---|---|---|---|---|---|---|---|---|
0.10 | 0.15 | 0.20 | 0.25 | 0.30 | 0.35 | 0.40 | |||
test error | .1496 | .1497 | .1466 | .1404 | .1370 | .1370 | .1378 | .1417 | .1284 |
SE | .0016 | .0016 | .0016 | .0015 | .0014 | .0013 | .0013 | .0014 | .0014 |
difference | .0000 | .0000 | -.0031 | -.0092 | -.0126 | -.0126 | -.0118 | -.0079 | -.0212 |
ratio | 1.0000 | 1.0003 | .9796 | .9387 | .9155 | .9156 | .9208 | .9473 | .8585 |
improvement | .0000 | -.0009 | .0615 | .1848 | .2549 | .2545 | .2387 | .1590 | .4268 |