Other packages > Find by keyword >

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 29 Mar. 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
Downloads during the last 30 days
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/28Downloads for explainer468101214161820TrendBars

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
gglgbtq  
Show Pride on 'ggplot2' Plots
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency  
landmix  
Landmark Prediction for Mixture Data
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA