This package provides feature selection SVM using penalty functions. The smoothly clipped absolute deviation (SCAD), 'L1-norm', 'Elastic Net' ('L1-norm' and 'L2-norm') and 'Elastic SCAD' (SCAD and 'L2-norm') penalties are availible. The tuning parameters can be founf using either a fixed grid or a interval search.
| Version: | 1.1 |
| Depends: | e1071, MASS, corpcor, statmod, tgp, mlegp, lhs |
| Published: | 2010-08-23 |
| Author: | Natalia Becker, Wiebke Werft, Axel Benner |
| Maintainer: | Natalia Becker <natalia.becker at dkfz.de> |
| License: | GPL (≥ 2) |
| In views: | MachineLearning |
| CRAN checks: | penalizedSVM results |
| Package source: | penalizedSVM_1.1.tar.gz |
| MacOS X binary: | penalizedSVM_1.1.tgz |
| Windows binary: | penalizedSVM_1.1.zip |
| Reference manual: | penalizedSVM.pdf |
| Old sources: | penalizedSVM archive |
| Reverse suggests: | SPOT |