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Table 3 Performance of Rotation Forest (PCA) combined with PseudoSMR

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

Lg

Dim.

Acc.

Sen.

Spe.

Pre.

F1-s.

2

15,350 ×120

77.78

77.48

79.37

78.59

79.44

3

15,350 ×180

79.41

79.63

80.19

79.40

79.44

5

15,350 ×240

80.24

81.22

79.36

79.28

80.21

6

15,350 ×300

78.29

79.19

80.55

78.44

78.95

8

15,350 ×360

79.37

80.94

80.80

80.61

79.74

10

15,350 ×420

78.89

79.57

80.41

78.63

79.09

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BMC Genomics

ISSN: 1471-2164

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