The Matthews Correlation Coefficient (MCC) is More Informative Than Cohen's Kappa and Brier Score in Binary Classification Assessment.
Davide ChiccoMatthijs J. WarrensGiuseppe JurmanPublished in: IEEE Access (2021)
Keyphrases
- correlation coefficient
- binary classification
- multi class
- support vector
- learning problems
- multi label
- cost sensitive
- support vector machine
- roc curve
- multi class classification
- ensemble methods
- prediction accuracy
- binary classifiers
- class imbalance
- root mean squared error
- generalization error
- principal components
- active learning
- graph cuts
- image classification
- learning algorithm
- machine learning
- neural network