Evaluating Tree Explanation Methods for Anomaly Reasoning: A Case Study of SHAP TreeExplainer and TreeInterpreter
Pulkit Sharma, Shezan Rohinton Mirzan, Apurva Bhandari, Anish Pimpley, Abhiram Eswaran, Soundar Srinivasan, Liqun Shao
Topics & Concepts
Computer scienceConsistency (knowledge bases)ComputationTree (set theory)Cloud computingVariety (cybernetics)Machine learningArtificial intelligenceInterpreterTheoretical computer scienceAlgorithmProgramming languageMathematicsOperating systemMathematical analysisExplainable Artificial Intelligence (XAI)Anomaly Detection Techniques and ApplicationsData Stream Mining Techniques