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

> Research article (BioData Mining, 2021) · cited 878× · AI/ML

**Wikidata**: [openalex:W3126232929](https://www.wikidata.org/wiki/openalex:W3126232929)  
**Source**: https://4ort.xyz/entity/the-matthews-correlation-coefficient-mcc-is-more-reliable-than-balanced-accuracy-bookmaker-informedness-and-markedness-i