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outliertree

Explainable Outlier Detection Through Decision Tree Conditioning

v1.10.0-1 · Mar 5, 2026 · GPL (>= 3)

Description

Outlier detection method that flags suspicious values within observations, constrasting them against the normal values in a user-readable format, potentially describing conditions within the data that make a given outlier more rare. Full procedure is described in Cortes (2020) <doi:10.48550/arXiv.2001.00636>. Loosely based on the 'GritBot' <https://www.rulequest.com/gritbot-info.html> software.

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2 NOTE
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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 NOTE
r-oldrel-macos-x86_64 NOTE
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 details (2 non-OK)
NOTE r-oldrel-macos-arm64

installed package size

installed size is  7.2Mb
  sub-directories of 1Mb or more:
    doc    1.1Mb
    libs   5.9Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  7.0Mb
  sub-directories of 1Mb or more:
    doc    1.1Mb
    libs   5.6Mb

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is  7.2Mb
  sub-directories of 1Mb or more:
    doc    1.1Mb
    libs   5.9Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  7.0Mb
  sub-directories of 1Mb or more:
    doc    1.1Mb
    libs   5.6Mb

Reverse Dependencies (3)

suggests

Dependency Network

Dependencies Reverse dependencies Rcpp bagged.outliertrees itsdm isotree outliertree

Version History

new 1.10.0-1 Mar 10, 2026
updated 1.10.0-1 ← 1.10.0 diff Mar 4, 2026
updated 1.10.0 ← 1.9.0 diff Sep 5, 2024
updated 1.9.0 ← 1.8.2 diff Feb 8, 2024
updated 1.8.2 ← 1.8.1-1 diff Nov 20, 2023
updated 1.8.1-1 ← 1.8.1 diff Aug 5, 2022
updated 1.8.1 ← 1.7.6-1 diff Feb 16, 2022
updated 1.7.6-1 ← 1.7.6 diff Oct 28, 2021
updated 1.7.6 ← 1.7.4 diff Sep 24, 2021
updated 1.7.4 ← 1.7.3 diff Aug 21, 2021
updated 1.7.3 ← 1.7.2 diff Jul 15, 2021
updated 1.7.2 ← 1.7.1 diff May 16, 2021
updated 1.7.1 ← 1.6.0 diff Apr 15, 2021
updated 1.6.0 ← 1.3.4 diff Mar 14, 2021
updated 1.3.4 ← 1.3.1 diff Jan 17, 2021
updated 1.3.1 ← 1.3.0 diff Dec 10, 2020
updated 1.3.0 ← 1.2.0 diff Jun 9, 2020
updated 1.2.0 ← 1.1.3 diff Apr 18, 2020
updated 1.1.3 ← 1.1.2 diff Jan 11, 2020
updated 1.1.2 ← 1.0.4 diff Jan 8, 2020