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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "breakDown" in publications use:'
type: software
license: GPL-2.0-only
title: 'breakDown: Model Agnostic Explainers for Individual Predictions'
version: 0.2.2
doi: 10.32614/RJ-2018-072
identifiers:
- type: doi
  value: 10.32614/CRAN.package.breakDown
abstract: 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.
authors:
- family-names: Biecek
  given-names: Przemyslaw
  email: przemyslaw.biecek@gmail.com
preferred-citation:
  type: article
  title: Explanations of Model Predictions with live and breakDown Packages
  authors:
  - family-names: Staniak
    given-names: Mateusz
  - family-names: Biecek
    given-names: Przemyslaw
    email: przemyslaw.biecek@gmail.com
  journal: The R Journal
  doi: 10.32614/RJ-2018-072
  year: '2018'
  url: https://journal.r-project.org/archive/2018/RJ-2018-072/index.html
repository: https://pbiecek.r-universe.dev
repository-code: https://github.com/pbiecek/breakDown
commit: be207806d252db32e21d4a7d585710812ea8f213
url: https://pbiecek.github.io/breakDown/
date-released: '2024-03-11'
contact:
- family-names: Biecek
  given-names: Przemyslaw
  email: przemyslaw.biecek@gmail.com