Explanation sets: A general framework for machine learning explainability
Rubén R. Fernández, Isaac Martín de Diego, Javier M. Moguerza, Francisco Herrera
Topics & Concepts
Counterfactual conditionalComputer scienceArtificial intelligenceMeasure (data warehouse)Set (abstract data type)Similarity (geometry)Machine learningField (mathematics)Aggregate (composite)PopularityRegressionTask (project management)MathematicsData miningCounterfactual thinkingStatisticsPsychologyProgramming languageComposite materialSocial psychologyEconomicsPure mathematicsImage (mathematics)ManagementMaterials scienceExplainable Artificial Intelligence (XAI)Adversarial Robustness in Machine LearningMachine Learning and Data Classification