Classification of G-protein coupled receptors based on support vector machine with maximum relevance minimum redundancy and genetic algorithm

Table 7 The prediction power of GPCR-SVMFS to independent dataset at subfamily level

GPCR subfamily	Number of proteins	Number of correct prediction	Q_i/Q(%)
Amine	1840	1476	80.22
Peptide	4169	3090	74.12
Rhodopsin	1376	1208	87.79
Olfactory	9977	9075	90.96
Nucleotide	576	315	54.69
Overall	17938	15164	84.54

ISSN: 1471-2105