Chicco, Davide

The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation

Chicco, D., & Jurman, G. (2020) · BMC Genomics

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 6,143

The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation

Chicco, D., Warrens, M. J., & Jurman, G. (2021) · PeerJ Computer Science

Advanced Statistical Methods and ModelsStatistical Methods and Applications

Cited by 5,380

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

Chicco, D., Tötsch, N., & Jurman, G. (2021) · BioData Mining

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 893