breakDown: Break Down Plots

Break Down Plots are inspired by waterfall plots created by 'xgboostExplainer' package (see <>). 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>
License: GPL-2
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:, r-release:, r-oldrel:
OS X El Capitan binaries: r-release: breakDown_0.1.3.tgz
OS X Mavericks binaries: r-oldrel: not available


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