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

Ítems similars

• The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation
  per: Chicco, Davide, et al.
  Publicat: (2020)
• The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation
  per: Chicco, Davide, et al.
  Publicat: (2021)
• Machine learning can predict survival of patients with heart failure from serum creatinine and ejection fraction alone
  per: Chicco, Davide, et al.
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• Survival prediction of patients with sepsis from age, sex, and septic episode number alone
  per: Chicco, Davide, et al.
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• New MCC qualifying exam causing confusion and anxiety, interns and residents say.
  per: Williams, L S
  Publicat: (1992)