Model Agnostic Explainers for Individual Predictions R package breakDown version 0.2.2 Model agnostic tool for decomposition of predictions from black boxes. Break Down Table shows contributions of every variable to a final prediction. Break Down Plot presents variable contributions in a concise graphical way. This package work for binary classifiers and general regression models. Software Depends: R (>= 3.0) Imports: ggplot2 Suggests: knitr, rmarkdown, e1071, kernlab, xgboost, caret, randomForest, DALEX, ranger, testthat Przemyslaw Biecek <przemyslaw.biecek@gmail.com> Comprehensive R Archive Network (CRAN) Przemyslaw Biecek [aut, cre], Aleksandra Grudziaz [ctb] GPL-2 2024-03-11 application/tgz https://CRAN.R-project.org/package=breakDown doi:10.32614/CRAN.package.breakDown