nfj1380/mrIML: Multi-Response (Multivariate) Interpretable Machine Learning

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 et al.n (2021) <doi:10.1111/1755-0998.13495> and Fountain-Jones et al. (2024) <doi:10.22541/au.172676147.77148600/v1>.

Getting started

Package details

Maintainer
LicenseMIT + file LICENSE
Version2.1.0
URL https://github.com/nickfountainjones/mrIML
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("nfj1380/mrIML")
nfj1380/mrIML documentation built on June 2, 2025, 1:03 a.m.