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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 |
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Author | Przemyslaw Biecek [aut, cre] (<https://orcid.org/0000-0001-8423-1823>) |
Maintainer | Przemyslaw Biecek <przemyslaw.biecek@gmail.com> |
License | GPL-2 |
Version | 0.4.2 |
URL | https://pbiecek.github.io/ceterisParibus/ |
Package repository | View on CRAN |
Installation |
Install the latest version of this package by entering the following in R:
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