Explanation of machine learning models using shapley additive explanation and application for real data in hospital
Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima, Naoki Nakashima
Topics & Concepts
InterpretabilityComputer scienceMachine learningArtificial intelligenceDecision treeFeature (linguistics)Boosting (machine learning)Gradient boostingMetric (unit)Random forestEconomicsLinguisticsPhilosophyOperations managementExplainable Artificial Intelligence (XAI)Machine Learning in HealthcareBayesian Modeling and Causal Inference