Conclusive local interpretation rules for random forests
Ioannis Mollas, Nick Bassiliades, Grigorios Tsoumakas
Topics & Concepts
Random forestInterpretation (philosophy)Variance (accounting)Computer scienceMachine learningScalabilityClass (philosophy)Artificial intelligenceProperty (philosophy)Binary classificationDecision ruleRegressionData miningEconometricsSupport vector machineStatisticsMathematicsEpistemologyProgramming languageAccountingDatabasePhilosophyBusinessExplainable Artificial Intelligence (XAI)Bayesian Modeling and Causal InferenceImbalanced Data Classification Techniques