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

Crossref DOI link: https://doi.org/10.1186/s13040-021-00244-z

Published: 2021-12

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Chicco, Davide http://orcid.org/0000-0001-9655-7142
Tötsch, Niklas

Jurman, Giuseppe
License Information

Text and Data Mining valid from 2021-02-04

Version of Record valid from 2021-02-04
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Article History

Received: 1 October 2020

Accepted: 18 January 2021

First Online: 4 February 2021

Ethics approval and consent to participate

: Not applicable.

: Not applicable.

: The authors declare they have no competing interests.

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