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Table 5 Performance of Gradient Boosting 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

67.17

69.83

64.45

66.73

68.25

3

15,350 ×180

67.87

70.50

65.19

67.41

68.92

4

15,350 ×240

67.77

69.78

65.72

67.51

68.63

5

15,350 ×300

67.64

70.14

65.09

67.23

68.65

6

15,350 ×360

67.90

68.85

66.93

68.01

68.43

7

15,350 ×420

68.00

69.16

66.82

68.04

68.59

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BMC Genomics

ISSN: 1471-2164

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