Evaluating generalized feature importance via performance assessment of machine learning models for predicting elastic properties of materials
Suvo Banik, Karthik Balasubramanian, Sukriti Manna, Sybil Derrible, Subramanian Sankaranarayananan
Topics & Concepts
InterpretabilityPredictabilityMachine learningComputer scienceArtificial intelligenceFeature (linguistics)Predictive modellingRanking (information retrieval)Feature engineeringProperty (philosophy)Set (abstract data type)Data miningDeep learningMathematicsStatisticsLinguisticsEpistemologyProgramming languagePhilosophyMachine Learning in Materials ScienceComputational Drug Discovery MethodsX-ray Diffraction in Crystallography