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A statistical comparison between Matthews correlation coefficient (MCC), prevalence threshold, and Fowlkes–Mallows index

Davide Chicco, Giuseppe Jurman

2023Journal of Biomedical Informatics48 citationsDOIOpen Access PDF

Topics & Concepts

StatisticsCorrelation coefficientCohen's kappaCorrelationStatisticBrier scoreKappaMathematicsComputer scienceData miningEconometricsGeometryImbalanced Data Classification TechniquesReliability and Agreement in MeasurementAdvanced Statistical Methods and Models
A statistical comparison between Matthews correlation coefficient (MCC), prevalence threshold, and Fowlkes–Mallows index | Litcius