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mrIML  

Multi-Response (Multivariate) Interpretable Machine Learning
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mrIML", "2.2.0")



Attach the package and use:
library("mrIML")
Maintained by
Nick Fountain-Jones
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-07-28
Latest Update: 2025-07-28
Description:
Builds and interprets multi-response machine learning models using 'tidymodels' syntax. Users can supply a tidy model, and 'mrIML' automates the process of fitting multiple response models to multivariate data and applying interpretable machine learning techniques across them. For more details see Fountain-Jones (2021) <doi:10.1111/1755-0998.13495> and Fountain-Jones et al. (2024) <doi:10.22541/au.172676147.77148600/v1>.
How to cite:
Nick Fountain-Jones (2025). mrIML: Multi-Response (Multivariate) Interpretable Machine Learning. R package version 2.2.0, https://cran.r-project.org/web/packages/mrIML. Accessed 24 Oct. 2026.
Previous versions and publish date:
(2026-07-09 06:32), 2.1.0 (2025-07-28 20:40)
Other packages that cited mrIML R package
View mrIML citation profile
Other R packages that mrIML depends, imports, suggests or enhances
Complete documentation for mrIML
Functions, R codes and Examples using the mrIML R package
Full mrIML package functions and examples
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