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Table 1 Performance of Rotation Forest (PCA) combined with global encoding

From: Performance of rotation forest ensemble classifier and feature extractor in predicting protein interactions using amino acid sequences

R

Dim.

Acc.

Sen.

Spe.

Pre.

F1-s.

2

15,350 ×120

77.85

78.10

77.59

78.50

78.29

3

15,350 ×180

78.26

78.56

77.95

78.80

78.63

4

15,350 ×240

79.50

79.91

79.07

79.78

79.33

5

15,350 ×300

78.57

78.93

78.18

78.97

78.75

6

15,350 ×360

78.96

79.59

78.30

78.88

79.27

7

15,350 ×420

78.98

79.01

78.50

79.27

79.18

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BMC Genomics

ISSN: 1471-2164

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