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Table 10 Performance of Gradient Boosting 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

67.56

70.01

65.05

67.28

68.62

3

15,350 ×180

67.77

70.88

64.57

67.25

69.02

5

15,350 ×240

69.75

72.46

66.98

69.14

70.76

6

15,350 ×300

68.71

70.94

66.42

68.44

69.66

8

15,350 ×360

68.99

72.07

65.84

68.41

70.19

10

15,350 ×420

68.92

70.88

66.90

68.73

69.79

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BMC Genomics

ISSN: 1471-2164

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