Krahasoni metodat

	Saktësi e Balancuar	Saktësi
Fusha	Vlerësimi i modeleve	Vlerësimi i modeleve
Familja	MCDM	MCDM
Viti i origjinës	2010	20th century
Krijuesi	Brodersen, Ong, Stephan, and Buhmann	Historical statistical foundations
Lloji	Evaluation metric	Evaluation metric
Burimi themelues	Brodersen, K. H., Ong, C. S., Stephan, K. E., & Buhmann, J. M. (2010). The balanced accuracy and its posterior distribution. 20th International Conference on Pattern Recognition (ICPR), 3121-3124.	Fawcett, T. (2006). An introduction to ROC analysis. Pattern Recognition Letters, 27(8), 861-874.
Emërtime të tjera	Average Recall, Equal-weight Average Sensitivity	Overall Accuracy, Correct Classification Rate
Të lidhura	5	5
Përmbledhja	Balanced accuracy is the average of recall values computed for each class separately. It corrects for class imbalance by giving equal weight to the performance on each class, regardless of class frequency in the dataset.	Accuracy is the proportion of correct predictions among the total number of predictions made by a classification model. It is the most intuitive performance metric and measures how often the classifier makes correct predictions overall, regardless of class.