breakDown (0.1.6)

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Model Agnostic Explainers for Individual Predictions.

https://pbiecek.github.io/breakDown/
http://cran.r-project.org/web/packages/breakDown

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.

Maintainer: Przemyslaw Biecek
Author(s): Przemyslaw Biecek [aut, cre], Aleksandra Grudziaz [ctb]

License: GPL-2

Uses: ggplot2, caret, e1071, kernlab, randomForest, testthat, knitr, xgboost, rmarkdown, ranger
Reverse suggests: auditor, DALEX, xspliner

Released about 1 year ago.


3 previous versions

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