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Extended Isolation Forest (eif)

Citekey HaririEtAl2019Extended
Source Code https://github.com/sahandha/eif
Learning type unsupervised
Input dimensionality multivariate

Output Format

The output will be an anomaly score for every input data point

Dependencies

  • python 3
  • numpy
  • cython
  • pip
    • eif

Copyright notice and citation format

@ARTICLE{8888179, author={S. {Hariri} and M. {Carrasco Kind} and R. J. {Brunner}}, journal={IEEE Transactions on Knowledge and Data Engineering}, title={Extended Isolation Forest}, year={2019}, volume={}, number={}, pages={1-1}, keywords={Forestry;Vegetation;Distributed databases;Anomaly detection;Standards;Clustering algorithms;Heating systems;Anomaly Detection;Isolation Forest}, doi={10.1109/TKDE.2019.2947676}, ISSN={}, month={},}