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xgrove

Explanation Groves

v0.1-15 · Jan 10, 2025 · GPL (>= 2)

Description

Compute surrogate explanation groves for predictive machine learning models and analyze complexity vs. explanatory power of an explanation according to Szepannek, G. and von Holt, B. (2023) <doi:10.1007/s41237-023-00205-2>.

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CRAN Check Status

14 OK
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Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies gbm dplyr rpart rpart.plot ggplot2 xgrove

Version History

new 0.1-15 Mar 10, 2026
updated 0.1-15 ← 0.1-13 diff Jan 9, 2025
updated 0.1-13 ← 0.1-12 diff Sep 21, 2024
updated 0.1-12 ← 0.1-11 diff Sep 14, 2024
updated 0.1-11 ← 0.1-7 diff Aug 22, 2024
new 0.1-7 Sep 12, 2023