dobin

Dimension Reduction for Outlier Detection

CRAN Package

A dimension reduction technique for outlier detection. DOBIN: a Distance based Outlier BasIs using Neighbours, constructs a set of basis vectors for outlier detection. This is not an outlier detection method; rather it is a pre-processing method for outlier detection. It brings outliers to the fore-front using fewer basis vectors (Kandanaarachchi, Hyndman 2020) doi:10.1080/10618600.2020.1807353.

  • Version1.0.4
  • R versionunknown
  • LicenseMIT
  • Needs compilation?No
  • Last release08/25/2022

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  • Imports3 packages
  • Suggests4 packages