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. 2011 Jul 20;10(12):M110.005785. doi: 10.1074/mcp.M110.005785

Table II. Six evaluation criteria. TP, true-positive; FP, false-positive; TN, true-negative; FN, false-negative.

Measurement Abbreviation Equation
Precision Prec. TP/(TP + FP)
Sensitivity (Recall) Sens. TP/(TP + FN)
Accuracy Acc. (TP + TN)/(TP + TN + FP + FN)
F-score Fs. 2 × Precision × Recall/(Precision + Recall)
Balanced Accuracy BAC (Sensitivity + Specificity)/2
Area under the ROC Curve AUC