Optimal decision trees for categorical data via integer programming
Oktay Günlük, Jayant Kalagnanam, Minhan Li, Matt Menickelly, Katya Scheinberg
Topics & Concepts
InterpretabilityCategorical variableOverfittingMathematicsDecision treeInteger programmingMathematical optimizationMachine learningArtificial intelligenceHeuristicsComputer scienceStatisticsArtificial neural networkMachine Learning and Data ClassificationData Stream Mining TechniquesExplainable Artificial Intelligence (XAI)