ceterisParibus (0.3.0)

Ceteris Paribus Profiles.


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]

License: GPL-2

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

Released over 1 year ago.