Random forest explainability using counterfactual sets
Rubén R. Fernández, Isaac Martín de Diego, Víctor Aceña, Alberto Fernández-Isabel, Javier M. Moguerza
Topics & Concepts
Counterfactual thinkingCounterfactual conditionalRandom forestComputer scienceContext (archaeology)Decision treeArtificial intelligenceMachine learningSet (abstract data type)Tree (set theory)Sample (material)Data setEconometricsData miningMathematicsPsychologySocial psychologyGeographyMathematical analysisChemistryArchaeologyProgramming languageChromatographyExplainable Artificial Intelligence (XAI)Adversarial Robustness in Machine LearningMachine Learning and Data Classification