outliertree

Explainable Outlier Detection Through Decision Tree Conditioning

CRAN Package

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) . Loosely based on the 'GritBot' software.

  • Version1.10.0
  • R version≥ 4.3.0
  • LicenseGPL (≥ 3)
  • Needs compilation?Yes
  • Last release09/06/2024

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  • Suggests4 packages
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