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Table 8 IMT Results

From: Simple and efficient machine learning frameworks for identifying protein-protein interaction relevant articles and experimental methods used to study the interactions

Run

Label

Precision (%)

Recall (%)

F1-Score (%)

MCC

AUC iP/R (%)

1

j48-21

52.52

49.53

50.98

0.500

28.20

2

rc-21

52.02

48.96

50.44

0.495

28.59

3

rf-21

50.78

49.34

50.05

0.490

27.24

4

j48-14

52.50

49.91

51.17

0.502

29.22

5

rf-12

52.58

52.18

52.38

0.514

29.98

6

rc-12

52.71

51.61

52.16

0.512

29.93

7

rc-14

52.28

50.10

51.16

0.502

30.05

8

rf-7

52.28

52.18

52.23

0.512

30.05

9

nbt-7

49.55

52.56

51.01

0.500

29.30

10

rf-15

51.76

50.29

51.01

0.500

29.80

  1. The result of submitted IMT runs on the test data. Legend: MCC=Matthew’s correlation coefficient