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Table 7 Comparison of independent testing results between our method and an available prediction tool (CarSPred)

From: Investigation and identification of protein carbonylation sites based on position-specific amino acid composition and physicochemical features

Method Residue TP FP TN FN Sensitivity Specificity Accuracy MCC
Our method K 50 101 200 28 0.641 0.664 0.659 0.252
R 45 75 201 22 0.672 0.725 0.714 0.329
T 40 49 75 13 0.755 0.605 0.650 0.329
P 62 105 199 20 0.756 0.658 0.679 0.342
CarSPred K 44 112 189 34 0.564 0.631 0.617 0.161
R 40 80 196 27 0.597 0.706 0.685 0.252
T 43 74 50 10 0.811 0.403 0.525 0.208
P 56 134 170 26 0.683 0.559 0.585 0.198