Sampling, Intervention, Prediction, Aggregation: A Generalized Framework for Model-Agnostic Interpretations
Christian A. Scholbeck, Christoph Molnar, Christian Heumann, Bernd Bischl, Giuseppe Casalicchio
Topics & Concepts
TerminologyComputer scienceNotationFeature (linguistics)Interpretation (philosophy)Variance (accounting)Set (abstract data type)Sampling (signal processing)Artificial intelligenceComputationMachine learningData miningAlgorithmMathematicsLinguisticsFilter (signal processing)BusinessProgramming languagePhilosophyComputer visionArithmeticAccountingExplainable Artificial Intelligence (XAI)Bayesian Modeling and Causal InferenceMachine Learning and Data Classification