This package provides feature selection SVM using penalty functions. The smoothly clipped absolute deviation (SCAD) and 'L1-norm' penalties are availible up to now. Other functions will be implemented in the near feature.
| Version: | 1.0 |
| Depends: | e1071, MASS, corpcor, statmod |
| Published: | 2009-01-14 |
| 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_1.0.tar.gz |
| MacOS X binary: | penalizedSVM_1.0.tgz |
| Windows binary: | penalizedSVM_1.0.zip |
| Reference manual: | penalizedSVM.pdf |