A holistic approach to interpretability in financial lending: Models, visualizations, and summary-explanations
Chaofan Chen, Kangcheng Lin, Cynthia Rudin, Yaron Shaposhnik, Sijia Wang, Tong Wang
Topics & Concepts
InterpretabilityComputer scienceMachine learningArtificial intelligenceSecrecySet (abstract data type)VisualizationArtificial neural networkModel riskLayer (electronics)Data scienceFinanceRisk managementComputer securityEconomicsOrganic chemistryProgramming languageChemistryExplainable Artificial Intelligence (XAI)Machine Learning in HealthcareStock Market Forecasting Methods