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Table 5 Comparison of performance in identifying FAD binding sites in the electron transport chain with different classifiers

From: Prediction of FAD binding sites in electron transport proteins according to efficient radial basis function networks and significant amino acid pairs

Classifier True positive False positive True negative False negative Sens Spec Acc MCC
kNN 45 1448 1581 9 85.71 52.2 52.88 0.11
RandomForest 31 1055 1974 32 49.21 65.17 64.84 0.04
LibSVM 53 1149 1880 10 84.13 62.07 62.52 0.13
QuickRBF 54 1074 1955 9 85.71 64.54 64.97 0.15