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figsr  

Fast Interpretable Greedy-Tree Sums for Tree Ensembles
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("figsr", "0.1.1")



Attach the package and use:
library("figsr")
Maintained by
João Paulo Assis Bonifácio
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-08-31
Latest Update: 2026-08-31
Description:
Flexible, interpretable machine learning algorithm for additive tree sums (FIGS). Fits a sum of shallow classification and regression trees (CART) by greedily minimizing residual impurity, growing a new tree or deepening an existing one at each step, whichever reduces the residuals most. Supports regression and two-class classification, variable importance, bootstrap ensembling and seamless integration with 'parsnip' and 'tidymodels' workflows. The method is described in Tan et al. (2023) <doi:10.1073/pnas.2310151122>.
How to cite:
João Paulo Assis Bonifácio (2026). figsr: Fast Interpretable Greedy-Tree Sums for Tree Ensembles. R package version 0.1.1, https://cran.r-project.org/web/packages/figsr. Accessed 04 Oct. 2026.
Previous versions and publish date:
(2026-09-01 00:30), 0.1.0 (2026-08-31 16:10)
Other packages that cited figsr R package
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Complete documentation for figsr
Functions, R codes and Examples using the figsr R package
Full figsr package functions and examples
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