Research Article
Improving Localized Multiple Kernel Learning via Radius-Margin Bound
Table 2
value of
-test on the selected datasets.
| Dataset | LMKL/SimpleMKL | ILMKL/SimpleMKL | ILMKL/LMKL |
| Ionosphere | 0.0862 | 0.0296 | 0.0451 | Heart | 0.0639 | 0.0371 | 0.0339 | Wdbc | 0.0418 | 0.0641 | 0.0207 | Wpbc | 0.0325 | 0.0153 | 0.4759 | Liver | 0.0393 | 0.0426 | 0.0931 | Musk1 | 0.0244 | 0.0915 | 0.0185 | Sonar | 0.0167 | 0.0733 | 0.0239 | Fourclass | 0.8514 | 0.0435 | 0.1384 | Coloncancer | 0.7426 | 0.0158 | 0.0256 | Germannumber | 0.0462 | 0.0192 | 0.0374 | Pima | 0.0437 | 0.0382 | 0.0427 |
|
|