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Table 3 The performance of different modules

From: ACEP: improving antimicrobial peptides recognition through automatic feature fusion and amino acid embedding

Module

Sequence length < 30

 

Sequence length ≥ 30

 

All sequences

 

ACC(%)

MCC

 

ACC(%)

MCC

 

ACC(%)

MCC

R1

89.74

0.7946

 

93.11

0.8623

 

91.29

0.8258

R2

91.03

0.8214

 

90.06

0.8013

 

90.58

0.8124

R3

89.09

0.7816

 

90.36

0.8077

 

89.67

0.7938

R1+R2

89.61

0.7926

 

92.50

0.8500

 

90.94

0.8188

R1+R3

91.03

0.8206

 

94.18

0.8846

 

92.48

0.8500

R2+R3

91.42

0.8284

 

88.37

0.7716

 

90.02

0.8018

R1+R2+R3

91.16

0.8236

 

94.34

0.8867

 

92.62

0.8527

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BMC Genomics

ISSN: 1471-2164

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