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Table 6 The prediction power of GPCR-SVMFS to independent dataset at family level

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

GPCR family Number of proteins Number of correct prediction Q i /Q(%)
Rhodopsin-like 20290 19510 96.16
Metabotropic 1194 1024 85.76
Secretin-like 1484 1017 68.53
Overall 22972 21551 93.81