Prediction of Carbohydrate-Binding Proteins from Sequences Using Support Vector Machines

Table 3

List of Performance measures.

	AA-20	Levitt-6	Someya-7
ACC	0.87	0.83	0.84
TPR	0.83	0.77	0.80
FPR	0.09	0.11	0.11
MCC	0.74	0.67	0.70
AUC	0.929	0.890	0.918

The performance measures are obtained through the leave-one-out method with a classification threshold (decision value) of 𝜃 = 0 and the AUCs of AA-20, Levitt-6, and Someya-7 grouping methods.
Abbreviations: ACC: accuracy, TPR: true positive rate, FPR: false positive rate, MCC: Matthews correlation coefficient, and AUC: area under the ROC curve.