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EIX  

Explain Interactions in 'XGBoost'
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("EIX", "1.2.1")



Attach the package and use:
library("EIX")
Maintained by
Szymon Maksymiuk
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-05-31
Latest Update: 2021-03-23
Description:
Structure mining from 'XGBoost' and 'LightGBM' models. Key functionalities of this package cover: visualisation of tree-based ensembles models, identification of interactions, measuring of variable importance, measuring of interaction importance, explanation of single prediction with break down plots (based on 'xgboostExplainer' and 'iBreakDown' packages). To download the 'LightGBM' use the following link: . 'EIX' is a part of the 'DrWhy.AI' universe.
How to cite:
Szymon Maksymiuk (2019). EIX: Explain Interactions in 'XGBoost'. R package version 1.2.1, https://cran.r-project.org/web/packages/EIX. Accessed 27 Jun. 2026.
Previous versions and publish date:
1.0 (2019-05-31 17:40), 1.1 (2020-02-18 23:40), 1.2.0 (2021-03-23 09:10)
Other packages that cited EIX R package
View EIX citation profile
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Complete documentation for EIX
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