Explaining dimensionality reduction results using Shapley values
Wilson E. Marcílio-Jr, Danilo Medeiros Eler
Topics & Concepts
InterpretabilityDimensionality reductionComputer scienceShapley valueCluster analysisData miningRepresentation (politics)VisualizationCurse of dimensionalityArtificial intelligenceReduction (mathematics)Interpretation (philosophy)Exploratory data analysisMachine learningExploratory analysisPattern recognition (psychology)Data scienceMathematicsGame theoryProgramming languageGeometryLawPoliticsMathematical economicsPolitical scienceBioinformatics and Genomic NetworksGene expression and cancer classificationAdvanced Clustering Algorithms Research