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explainer  

Machine Learning Model Explainer
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("explainer", "1.0.2")



Attach the package and use:
library("explainer")
Maintained by
Ramtin Zargari Marandi
[Scholar Profile | Author Map]
First Published: 2023-12-15
Latest Update: 2023-12-15
Description:
It enables detailed interpretation of complex classification and regression models through Shapley analysis including data-driven characterization of subgroups of individuals. Furthermore, it facilitates multi-measure model evaluation, model fairness, and decision curve analysis. Additionally, it offers enhanced visualizations with interactive elements.
How to cite:
Ramtin Zargari Marandi (2023). explainer: Machine Learning Model Explainer. R package version 1.0.2, https://cran.r-project.org/web/packages/explainer. Accessed 05 May. 2025.
Previous versions and publish date:
1.0.0 (2023-12-15 13:40), 1.0.1 (2024-04-18 11:00)
Other packages that cited explainer R package
View explainer citation profile
Other R packages that explainer depends, imports, suggests or enhances
Complete documentation for explainer
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