Krahasoni metodat

	Saktësi e Balancuar	Matrica e konfuzionit
Fusha	Vlerësimi i modeleve	Vlerësimi i modeleve
Familja	MCDM	MCDM
Viti i origjinës	2010	20th century
Krijuesi	Brodersen, Ong, Stephan, and Buhmann	Statistical foundations
Lloji	Evaluation metric	Evaluation visualization
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.	Everitt, B. S., & Hothorn, T. (2005). A Handbook of Statistical Analyses Using R. Chapman and Hall/CRC.
Emërtime të tjera	Average Recall, Equal-weight Average Sensitivity	Error Matrix, Contingency Table
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.	The confusion matrix is a table that displays the counts of true positives, true negatives, false positives, and false negatives. It provides a complete picture of where a classifier makes correct and incorrect predictions, enabling calculation of all other classification metrics.