outliertree

Explainable Outlier Detection Through Decision Tree Conditioning

CRAN Package

Outlier detection method that flags suspicious values within observations, contrasting 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.

  • Version1.10.0
  • R versionunknown
  • LicenseGPL (≥ 3)
  • Needs compilation?Yes
  • Last release09/06/2024

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