ceterisParibus (0.3.1)

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Ceteris Paribus Profiles.

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

Ceteris Paribus Profiles (What-If Plots) are designed to present model responses around selected points in a feature space. For example around a single prediction for an interesting observation. Plots are designed to work in a model-agnostic fashion, they are working for any predictive Machine Learning model and allow for model comparisons. Ceteris Paribus Plots supplement the Break Down Plots from 'breakDown' package.

Maintainer: Przemyslaw Biecek
Author(s): Przemyslaw Biecek [aut, cre] (<https://orcid.org/0000-0001-8423-1823>)

License: GPL-2

Uses: DALEX, ggplot2, gower, knitr, e1071, randomForest, rpart, testthat, ggiraph

Released 10 months ago.


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