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 Cited by 4 Authors 1 Delicado, Pedro F. 1 Domijan, Katarina 1 Hurley, Catherine B. 1 O’Connell, Mark Cited in 2 Serials 1 Test 1 Journal of Computational and Graphical Statistics Cited in 2 Fields 2 Statistics (62-XX) 1 Computer science (68-XX) Citations by Year