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MuTATE  

Multi-Target Automated Tree Engine (MuTATE)
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("MuTATE", "0.1.0")



Attach the package and use:
library("MuTATE")
Maintained by
Sarah Ayton
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-08-21
Latest Update: 2026-08-21
Description:
Recursively partitions datasets on binary splits across multiple targets having different dependent variable types, including categorical, continuous, count, and survival outcomes. This overcomes single-target limitations of traditional decision trees while retaining model interpretability. See Ayton and Trevino (2023) <doi:10.1093/bioinformatics/btad507> and Ayton et al. (2025) <doi:10.1038/s44401-025-00025-4> for details.
How to cite:
Sarah Ayton (2026). MuTATE: Multi-Target Automated Tree Engine (MuTATE). R package version 0.1.0, https://cran.r-project.org/web/packages/MuTATE. Accessed 24 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited MuTATE R package
View MuTATE citation profile
Other R packages that MuTATE depends, imports, suggests or enhances
Complete documentation for MuTATE
Functions, R codes and Examples using the MuTATE R package
Full MuTATE package functions and examples
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