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ceterisParibus  

Ceteris Paribus Profiles
View on CRAN: Click here


Download and install ceterisParibus package within the R console
Install from CRAN:
install.packages("ceterisParibus")

Install from Github:
library("remotes")
install_github("cran/ceterisParibus")

Install by package version:
library("remotes")
install_version("ceterisParibus", "0.6")



Attach the package and use:
library("ceterisParibus")
Maintained by
Przemyslaw Biecek
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-07-05
Latest Update: 2020-03-28
Description:
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.
How to cite:
Przemyslaw Biecek (2018). ceterisParibus: Ceteris Paribus Profiles. R package version 0.6, https://cran.r-project.org/web/packages/ceterisParibus. Accessed 03 Dec. 2024.
Previous versions and publish date:
0.2.1 (2018-07-05 15:00), 0.3.0 (2018-08-11 17:10), 0.3.1 (2019-01-30 00:20), 0.4.1 (2020-02-24 17:50), 0.4.2 (2020-03-28 04:10)
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