The Matthews correlation coefficient (MCC) should replace the ROC AUC as the standard metric for assessing binary classification

Davide Chicco, Giuseppe Jurman. The Matthews correlation coefficient (MCC) should replace the ROC AUC as the standard metric for assessing binary classification. BioData Mining, 16(1), January 2023. [doi]

@article{ChiccoJ23a,
  title = {The Matthews correlation coefficient (MCC) should replace the ROC AUC as the standard metric for assessing binary classification},
  author = {Davide Chicco and Giuseppe Jurman},
  year = {2023},
  month = {January},
  doi = {10.1186/s13040-023-00322-4},
  url = {https://doi.org/10.1186/s13040-023-00322-4},
  researchr = {https://researchr.org/publication/ChiccoJ23a},
  cites = {0},
  citedby = {0},
  journal = {BioData Mining},
  volume = {16},
  number = {1},
}