Package: breakDown
Title: Model Agnostic Explainers for Individual Predictions
Version: 0.2.2
Authors@R: c(person("Przemyslaw", "Biecek", email = "przemyslaw.biecek@gmail.com", role = c("aut", "cre")),
    person("Aleksandra", "Grudziaz", email = "aleksandra.grudziaz@gmail.com", role = "ctb"))
Description: 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.
Depends: R (>= 3.0)
Date: 2024-03-11
License: GPL-2
Encoding: UTF-8
LazyData: true
Imports: ggplot2
Suggests: knitr, rmarkdown, e1071, kernlab, xgboost, caret,
        randomForest, DALEX, ranger, testthat
VignetteBuilder: knitr
URL: https://pbiecek.github.io/breakDown/
BugReports: https://github.com/pbiecek/breakDown/issues
Repository: https://pbiecek.r-universe.dev
Date/Publication: 2024-03-12 21:20:52 UTC
RemoteUrl: https://github.com/pbiecek/breakdown
RemoteRef: HEAD
RemoteSha: be207806d252db32e21d4a7d585710812ea8f213
NeedsCompilation: no
Packaged: 2026-06-13 09:29:44 UTC; root
Author: Przemyslaw Biecek [aut, cre],
  Aleksandra Grudziaz [ctb]
Maintainer: Przemyslaw Biecek <przemyslaw.biecek@gmail.com>