The Matthews correlation coefficient (MCC) is more reliable than balanced accuracy, bookmaker informedness, and markedness in two-class confusion matrix evaluation.

作者: Giuseppe Jurman , Davide Chicco , Niklas Tötsch

DOI: 10.1186/S13040-021-00244-Z

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摘要: … Evaluating binary classifications is a pivotal task in statistics and machine learning, because it can influence decisions in multiple areas, including for example prognosis or therapies of …

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