Explainable decision forest: Transforming a decision forest into an interpretable tree
Omer Sagi, Lior Rokach
Topics & Concepts
Decision treeRandom forestComputer scienceMachine learningDecision ruleArtificial intelligenceAlternating decision treeDecision tree learningTree (set theory)Path (computing)Set (abstract data type)Incremental decision treeData miningMathematicsMathematical analysisProgramming languageExplainable Artificial Intelligence (XAI)Imbalanced Data Classification TechniquesMachine Learning and Data Classification