Automatic Feature Engineering for Learning Compact Decision Trees
Inbal Roshanski, Meir Kalech, Lior Rokach
Topics & Concepts
OverfittingComputer scienceDecision treeFeature (linguistics)Machine learningArtificial intelligenceSet (abstract data type)Data miningReduction (mathematics)Tree (set theory)Feature engineeringHyperparameterMathematicsMathematical analysisArtificial neural networkLinguisticsProgramming languageDeep learningGeometryPhilosophyMachine Learning and Data ClassificationData Mining Algorithms and ApplicationsExplainable Artificial Intelligence (XAI)