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Table 3 The performance of GPCR-SVMFS and GPCRPred at superfamily level

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

Method

Acc(%)

Sen(%)

Spe(%)

MCC

GPCRPred [14]

99.50

98.60

99.80

0.9900

GPCR-SVMFSa

100.0

100.0

100.0

1.0000

  1. a In order to consistent with evaluation method of GPCRPred, 5-fold cross-validation is utilized.