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An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning

Sebastian Müller, Vanessa Toborek, Katharina Beckh, Matthias Jakobs, Christian Bauckhage, Pascal Welke

2023Lecture notes in computer science26 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceComparabilityMetric (unit)HyperparameterSelection (genetic algorithm)Artificial intelligenceMachine learningEmpirical researchPhenomenonData scienceStatisticsMathematicsMarketingEpistemologyBusinessPhilosophyCombinatoricsExplainable Artificial Intelligence (XAI)Sports Analytics and PerformanceImbalanced Data Classification Techniques
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