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LDATree

Oblique Classification Trees with Uncorrelated Linear Discriminant Analysis Splits

v0.2.0 · Oct 31, 2024 · MIT + file LICENSE

Description

A classification tree method that uses Uncorrelated Linear Discriminant Analysis (ULDA) for variable selection, split determination, and model fitting in terminal nodes. It automatically handles missing values and offers visualization tools. For more details, see Wang (2024) <doi:10.48550/arXiv.2410.23147>.

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Check History

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

Dependency Network

Dependencies Reverse dependencies folda ggplot2 magrittr visNetwork LDATree

Version History

new 0.2.0 Mar 9, 2026