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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