breakDown (version 0.2.2)

Model Agnostic Explainers for Individual Predictions

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.

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Install

install.packages('breakDown')

Monthly Downloads

873

Version

0.2.2

License

GPL-2

Last Published

March 11th, 2024

Functions in breakDown (0.2.2)