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Table 5 The comparison of predicting GTP binding sites in the transport proteins between different classifiers

From: Incorporating efficient radial basis function networks and significant amino acid pairs for predicting GTP binding sites in transport proteins

  Feature set True Positive False Positive True Negative False Negative Sens Spec Acc MCC
5-fold kNN 258 482 8287 54 82.7 94.5 94.1 0.51
RandomForest 225 420 8349 87 72.1 95.2 94.4 0.48
LibSVM 251 505 8264 61 80.4 94.2 93.8 0.49
QuickRBF 261 348 8426 51 83.7 96 95.6 0.58
Indept kNN 49 68 1641 3 94.2 96 96 0.61
RandomForest 40 41 1668 12 76.9 97.6 97 0.6
LibSVM 43 112 1597 9 82.7 93.4 93.1 0.45
QuickRBF 49 20 1690 3 94.2 98.8 98.7 0.81