Litcius/Paper detail

Enhancing trust and interpretability of complex machine learning models using local interpretable model agnostic shap explanations

Sai Ram Aditya Parisineni, Mayukha Pal

2023International Journal of Data Science and Analytics93 citationsDOI

Topics & Concepts

InterpretabilityComputer scienceArtificial intelligenceMachine learningInterpretation (philosophy)Decision treeTree (set theory)MathematicsMathematical analysisProgramming languageExplainable Artificial Intelligence (XAI)Adversarial Robustness in Machine LearningMachine Learning and Data Classification