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breakDown

swMATH ID: 27468
Software Authors: Przemyslaw Biecek, Aleksandra Grudziaz
Description: R package 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.
Homepage: https://cran.r-project.org/web/packages/breakDown/index.html
Source Code:  https://github.com/cran/breakDown
Dependencies: R
Related Software: mlr3; caret; mlr; DALEX; R; live; ELI5; forestmodel; EIX; reticulate; H2O; shapr; fairml; kknn; ExplainPrediction; deepdep; arenar; triplot; Scikit; lime
Cited in: 2 Publications

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