breakDown: Model Agnostic Explainers for Individual Predictions

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.

Package details

AuthorPrzemyslaw Biecek [aut, cre], Aleksandra Grudziaz [ctb]
MaintainerPrzemyslaw Biecek <[email protected]>
LicenseGPL-2
Version0.1.6
URL https://pbiecek.github.io/breakDown/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("breakDown")

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breakDown documentation built on May 2, 2019, 4:04 p.m.