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

Davide Chicco, Niklas Tötsch, Giuseppe Jurman. The Matthews correlation coefficient (MCC) is more reliable than balanced accuracy, bookmaker informedness, and markedness in two-class confusion matrix evaluation. BioData Mining, 14(1):13, 2021. [doi]

@article{ChiccoTJ21,
  title = {The Matthews correlation coefficient (MCC) is more reliable than balanced accuracy, bookmaker informedness, and markedness in two-class confusion matrix evaluation},
  author = {Davide Chicco and Niklas Tötsch and Giuseppe Jurman},
  year = {2021},
  doi = {10.1186/s13040-021-00244-z},
  url = {https://doi.org/10.1186/s13040-021-00244-z},
  researchr = {https://researchr.org/publication/ChiccoTJ21},
  cites = {0},
  citedby = {0},
  journal = {BioData Mining},
  volume = {14},
  number = {1},
  pages = {13},
}