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Table 5 Comparison of CPPVec (Human-Model), CPPred, CPAT, CPC2, and PLEK on Fruit-fly-Testing

From: CPPVec: an accurate coding potential predictor based on a distributed representation of protein sequence

Method

SP(%)

SN(%)

PRE(%)

ACC(%)

F-score

AUC

MCC

PLEK

91.53

83.12

97.66

84.72

0.898

0.949

0.633

CPC2

94.51

97.11

98.69

96.61

0.979

0.991

0.893

CPAT

96.85

97.41

99.24

97.30

0.983

0.992

0.916

CPPred

95.85

93.99

98.97

94.34

0.964

0.986

0.837

CPPVec

94.39

98.60

98.68

97.80

0.986

0.994

0.929