Machine learning explainability via microaggregation and shallow decision trees
Alberto Blanco-Justicia, Josep Domingo‐Ferrer, Sergio Mart́ınez, David Sánchez
Topics & Concepts
Computer scienceBlack boxMachine learningSurrogate modelScalabilityArtificial intelligenceRepresentativeness heuristicDecision treeFocus (optics)Alternating decision treeBig dataData scienceData miningDecision tree learningDatabaseIncremental decision treeMathematicsStatisticsPhysicsOpticsExplainable Artificial Intelligence (XAI)Adversarial Robustness in Machine LearningMachine Learning and Data Classification