pathClass is a collection of classification methods that use information about feature connectivity in a biological network as an additional source of information. This additional knowledge is incorporated into the classification a priori. Several authors have shown that this approach significantly increases the classification performance.
| Version: | 0.9.3 |
| Depends: | R (≥ 2.10), svmpath, kernlab, affy, Biobase, ROCR, igraph, lpSolve |
| Suggests: | hu6800.db, golubEsets |
| Enhances: | multicore |
| Published: | 2012-05-05 |
| Author: | Marc Johannes |
| Maintainer: | Marc Johannes <JohannesMarc at gmail.com> |
| License: | GPL (≥ 2) |
| CRAN checks: | pathClass results |
| Package source: | pathClass_0.9.3.tar.gz |
| MacOS X binary: | pathClass_0.9.3.tgz |
| Windows binary: | pathClass_0.9.3.zip |
| Reference manual: | pathClass.pdf |
| Vignettes: |
An R Package for classification with prior knowledge of feature connectivity |
| Old sources: | pathClass archive |