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Table 2 The distribution of three data in two datasets

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

Validation set

Testing set

Training set

Validation set

Testing set

Type I

488

122

444

449

112

245

Type II

250

62

78

253

63

79

Type III

19

5

6

25

7

9

Type IV

35

9

12

52

13

17

Mutipass

1052

264

3265

895

224

2478

Lipid-chain-anchored

121

30

38

114

28

36

GPI-anchored

146

36

46

131

33

41

Peripheral

488

122

444

539

135

699

overall

2599

650

4333

2458

615

3604

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BMC Bioinformatics

ISSN: 1471-2105

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