The Matthews correlation coefficient (MCC) is more reliable than balanced accuracy, bookmaker informedness, and markedness in two-class confusion matrix evaluation.
Davide ChiccoNiklas TötschGiuseppe JurmanPublished in: BioData Min. (2021)
Keyphrases
- correlation coefficient
- confusion matrix
- precision recall
- confusion matrices
- root mean square error
- root mean squared error
- standard deviation
- correlation analysis
- information gain
- noise variance
- stepwise regression
- final result
- principal components
- intuitionistic fuzzy sets
- highly accurate
- decision trees
- neural network