Feature importance measure of a multilayer perceptron based on the presingle-connection layer
Wenyi Zhang, Xiaohua Shen, Haoran Zhang, Zhaohui Yin, Jiayu Sun, Xisheng Zhang, Lejun Zou
Topics & Concepts
InterpretabilityPerceptronMeasure (data warehouse)Computer scienceFeature (linguistics)Multilayer perceptronArtificial intelligenceArtificial neural networkLayer (electronics)Connection (principal bundle)Feature selectionPattern recognition (psychology)Stability (learning theory)Reliability (semiconductor)Machine learningData miningMathematicsPhilosophyPhysicsOrganic chemistryLinguisticsQuantum mechanicsGeometryPower (physics)ChemistryNeural Networks and ApplicationsMachine Learning and Data ClassificationExplainable Artificial Intelligence (XAI)