ceterisParibus: 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.

Package details

AuthorPrzemyslaw Biecek [aut, cre]
MaintainerPrzemyslaw Biecek <[email protected]>
LicenseGPL-2
Version0.3.0
URL https://pbiecek.github.io/ceterisParibus/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("ceterisParibus")

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ceterisParibus documentation built on Aug. 11, 2018, 5:03 p.m.