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: | 0.9.4 |
| Depends: | R (≥ 2.14), svmpath, kernlab, affy, Biobase, ROCR, igraph, lpSolve |
| Suggests: | hu6800.db, golubEsets |
| Enhances: | parallel |
| Published: | 2013-07-01 |
| Author: | Marc Johannes |
| Maintainer: | Marc Johannes <JohannesMarc at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| CRAN checks: | pathClass results |
| Reference manual: | pathClass.pdf |
| Vignettes: |
An R Package for classification with prior knowledge of feature connectivity |
| Package source: | pathClass_0.9.4.tar.gz |
| Windows binaries: | r-devel: pathClass_0.9.4.zip, r-release: pathClass_0.9.4.zip, r-oldrel: pathClass_0.9.4.zip |
| OS X El Capitan binaries: | r-release: pathClass_0.9.4.tgz |
| OS X Mavericks binaries: | r-oldrel: pathClass_0.9.4.tgz |
| Old sources: | pathClass archive |
| Reverse suggests: | exprso |
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