Break Down Plots are inspired by waterfall plots created by 'xgboostExplainer' package (see <https://github.com/AppliedDataSciencePartners/xgboostExplainer>). The idea behind Break Down Plots it to decompose model prediction for a single observation. Break Down Plots show the contribution of every variable present in the model. Such plots will work for binary classifiers and general regression models.
| Version: | 0.1.3 |
| Depends: | R (≥ 3.0) |
| Imports: | ggplot2, ranger |
| Suggests: | knitr, rmarkdown |
| Published: | 2018-01-29 |
| Author: | Przemyslaw Biecek [aut, cre] |
| Maintainer: | Przemyslaw Biecek <przemyslaw.biecek at gmail.com> |
| BugReports: | https://github.com/pbiecek/breakDown/issues |
| License: | GPL-2 |
| URL: | https://pbiecek.github.io/breakDown/ |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | breakDown results |
| Reference manual: | breakDown.pdf |
| Vignettes: |
breakDown plots for the linear model breakDown plots for the linear model breakDown plots for the ranger model |
| Package source: | breakDown_0.1.3.tar.gz |
| Windows binaries: | r-devel: breakDown_0.1.3.zip, r-release: breakDown_0.1.3.zip, r-oldrel: breakDown_0.1.3.zip |
| OS X El Capitan binaries: | r-release: breakDown_0.1.3.tgz |
| OS X Mavericks binaries: | r-oldrel: not available |
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