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The Matthews Correlation Coefficient: Fifty years

arXiv cs.AI · Jesus S. Aguilar-Ruiz ·

arXiv:2611.08799v1 Announce Type: new Abstract: Fifty years after its introduction, the Matthews Correlation Coefficient (MCC) remains central -and debated- in binary classification. This survey offers a comprehensive retrospective and an in-depth analysis of MCC, covering its historical development, mathematical…

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