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e2tree

Explainable Ensemble Trees

v0.2.0 · Jul 16, 2025 · MIT + file LICENSE

Description

The Explainable Ensemble Trees 'e2tree' approach has been proposed by Aria et al. (2024) <doi:10.1007/s00180-022-01312-6>. It aims to explain and interpret decision tree ensemble models using a single tree-like structure. 'e2tree' is a new way of explaining an ensemble tree trained through 'randomForest' or 'xgboost' packages.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies dplyr doParallel foreach future.apply ggplot2 Matrix partitions purrr tidyr ranger randomForest rpart.plot Rcpp RSpectra ape e2tree

Version History

new 0.2.0 Mar 9, 2026