Other packages > Find by keyword >

xplainfi  

Feature Importance Methods for Global Explanations
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("xplainfi", "1.0.0")



Attach the package and use:
library("xplainfi")
Maintained by
Lukas Burk
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-01-30
Latest Update: 2026-01-30
Description:
Provides a consistent interface for common feature importance methods as described in Ewald et al. (2024) <doi:10.1007/978-3-031-63797-1_22>, including permutation feature importance (PFI), conditional and relative feature importance (CFI, RFI), leave one covariate out (LOCO), and Shapley additive global importance (SAGE), as well as feature sampling mechanisms to support conditional importance methods.
How to cite:
Lukas Burk (2026). xplainfi: Feature Importance Methods for Global Explanations. R package version 1.0.0, https://cran.r-project.org/web/packages/xplainfi. Accessed 16 Jul. 2026.
Previous versions and publish date:
(2026-07-09 06:56), 1.0.0 (2026-01-30 12:00)
Other packages that cited xplainfi R package
View xplainfi citation profile
Other R packages that xplainfi depends, imports, suggests or enhances
Complete documentation for xplainfi
Functions, R codes and Examples using the xplainfi R package
Full xplainfi package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

Rnmr1D  
Perform the Complete Processing of a Set of Proton Nuclear Magnetic Resonance Spectra
Perform the complete processing of a set of proton nuclear magnetic resonance spectra from the free ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
tarchetypes  
Archetypes for Targets
Function-oriented Make-like declarative pipelines for Statistics and data science are supported in t ...
Download / Learn more Package Citations See dependency  
stevedata  
Steve's Toy Data for Teaching About a Variety of Methodological, Social, and Political Topics
This is a collection of various kinds of data with broad uses for teaching. My students, and academ ...
Download / Learn more Package Citations See dependency  
bbdetection  
Identification of Bull and Bear States of the Market
Implements two algorithms of detecting Bull and Bear markets in stock prices: the algorithm of Pagan ...
Download / Learn more Package Citations See dependency  
tibble  
Simple Data Frames
Provides a 'tbl_df' class (the 'tibble') with stricter checking and better formatting than the tradi ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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