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Evaluating Tree Explanation Methods for Anomaly Reasoning: A Case Study of SHAP TreeExplainer and TreeInterpreter.

Pulkit SharmaShezan Rohinton MirzanApurva BhandariAnish PimpleyAbhiram EswaranSoundar SrinivasanLiqun Shao
Published in: ER (Workshops) (2020)
Keyphrases
  • computational cost
  • machine learning methods
  • anomaly detection
  • intrusion detection
  • tree structure
  • data sets
  • face recognition
  • preprocessing
  • multi dimensional
  • index structure
  • qualitative and quantitative