Multicollinearity Correction and Combined Feature Effect in Shapley Values
Indranil Basu, Subhadip Maji
Topics & Concepts
MulticollinearityInterpretabilityShapley valueComputer scienceFeature (linguistics)Feature selectionPoint (geometry)AlgorithmData miningArtificial intelligenceMachine learningMathematicsRegression analysisMathematical economicsGame theoryPhilosophyGeometryLinguisticsExplainable Artificial Intelligence (XAI)Machine Learning and Data ClassificationComputational Drug Discovery Methods