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Table 1 The distribution of samples for Dataset 1 and Dataset 2

From: Accurate classification of membrane protein types based on sequence and evolutionary information using deep learning

Membrane protein types

Dataset 1

Dataset 2

 

Training set

Testing set

Training set

Testing set

Type I

610

444

561

245

Type II

312

78

316

79

Type III

24

6

32

9

Type IV

44

12

65

17

Mutipass

1316

3265

1119

2478

Lipid-chain-anchored

151

38

142

36

GPI-anchored

182

46

164

41

Peripheral

610

444

674

699

overall

3249

4333

3073

3604

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BMC Bioinformatics

ISSN: 1471-2105

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