The Benefits of the Matthews Correlation Coefficient (MCC) Over the Diagnostic Odds Ratio (DOR) in Binary Classification Assessment

To assess the quality of a binary classification, researchers often take advantage of a four-entry contingency table called <italic>confusion matrix</italic>, containing true positives, true negatives, false positives, and false negatives. To recap the four values of a confusion matrix i...

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Bibliographic Details
Main Authors: Davide Chicco, Valery Starovoitov, Giuseppe Jurman
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9385097/