BMC Bioinformatics

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

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ISSN: 1471-2105

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