outliertree
Explainable Outlier Detection Through Decision Tree Conditioning
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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CRAN Check Status
Show all 13 flavors
| 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-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 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
PDF version of manual
Rd conversion errors: Converting parsed Rd's to LaTeX Warning in file(out, "wt") : cannot open file '/tmp/Rtmpwr9MbS/ltx63e5124a6e969/predict.outliertree.tex': No space left on device Error in file(out, "wt") : cannot open the connection
OK 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 25, 2026
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
installed package size
installed size is 7.2Mb
sub-directories of 1Mb or more:
doc 1.1Mb
libs 5.9Mb
installed package size
installed size is 7.0Mb
sub-directories of 1Mb or more:
doc 1.1Mb
libs 5.6Mb
ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
whether package can be installed
Installation failed. See 'd:/Rcompile/CRANpkg/local/4.6/outliertree.Rcheck/00install.out' for details.
installed package size
installed size is 7.2Mb
sub-directories of 1Mb or more:
doc 1.1Mb
libs 5.9Mb
installed package size
installed size is 7.0Mb
sub-directories of 1Mb or more:
doc 1.1Mb
libs 5.6Mb
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
installed package size
installed size is 7.2Mb
sub-directories of 1Mb or more:
doc 1.1Mb
libs 5.9Mb
installed package size
installed size is 7.0Mb
sub-directories of 1Mb or more:
doc 1.1Mb
libs 5.6Mb