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

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

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