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Table 3 Triage accuracy of bug report classified by LDA (Severity) (%)

From: Improving bug report triage performance using artificial intelligence based document generation model

Fold

Block

Critical

Major

Normal

Minor

Trivial

Enhancement

1

50.05

64.66

55.43

75.55

54.75

45.24

66.35

2

(32.79)

(57.62)

(52.75)

73.96

55.21

55.91

64.18

3

43.11

62.66

65.39

67.3

65.71

50.21

68.29

4

37.41

65.62

58.39

82.59

55.46

56.16

(51.1)

5

45.08

72.43

63.04

74.79

(51.96)

54.03

68.39

6

33.52

73.54

56.92

75.93

69.12

51.23

62.34

7

38.01

60.94

59.18

78.92

63.61

49.09

66.60

8

35.08

61.10

57.02

70.46

55.68

40.11

54.46

9

44.38

72.27

60.17

(65.46)

60.36

49.92

56.70

10

37.28

68.70

62.85

66.28

59.06

(39.45)

68.67

Average

39.67

65.95

59.11

73.12

59.09

49.14

62.71

  1. The maximum value in each column is presented in italics