Explaining Classifications to Non-experts: An XAI User Study of Post-Hoc Explanations for a Classifier When People Lack Expertise
Courtney Ford, Mark T. Keane
Topics & Concepts
HelpfulnessComputer scienceCorrectnessPerceptionClassifier (UML)MNIST databaseArtificial intelligenceDomain (mathematical analysis)Information retrievalPsychologySocial psychologyDeep learningMathematicsProgramming languageMathematical analysisNeuroscienceExplainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and EducationClinical Reasoning and Diagnostic Skills