Package contains methods to generate explanations for individual predictions of classification and regression models. Weighted averages of individual explanations form explanation of the whole model. The package extends 'CORElearn' package, but other prediction models can also be explained using a wrapper.
| Version: | 1.0.2 |
| Depends: | CORElearn (≥ 1.47.0), semiArtificial (≥ 2.0.0) |
| Published: | 2015-09-07 |
| Author: | Marko Robnik-Sikonja |
| Maintainer: | Marko Robnik-Sikonja <marko.robnik at fri.uni-lj.si> |
| BugReports: | NA |
| License: | GPL-3 |
| URL: | http://lkm.fri.uni-lj.si/rmarko/software/ |
| NeedsCompilation: | no |
| Materials: | ChangeLog |
| CRAN checks: | ExplainPrediction results |
| Reference manual: | ExplainPrediction.pdf |
| Package source: | ExplainPrediction_1.0.2.tar.gz |
| Windows binaries: | r-devel: ExplainPrediction_1.0.2.zip, r-release: ExplainPrediction_1.0.2.zip, r-oldrel: ExplainPrediction_1.0.2.zip |
| OS X Mavericks binaries: | r-release: ExplainPrediction_1.0.2.tgz, r-oldrel: ExplainPrediction_1.0.2.tgz |
| Reverse suggests: | CORElearn |