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Table 7 Comparison of evaluated criteria for 15- and a 30-min delays

From: Optimization of air traffic management efficiency based on deep learning enriched by the long short-term memory (LSTM) and extreme learning machine (ELM)

ROW

AirPort

Delay

Recall

Specify

F_Mesure

Balanced_Acc

MCC

1

ATL

Delay 15

99.12

98.81

98.47

98.46

96.94

Delay 30

99.7

98.69

99.2

99.2

98.4

2

LAX

Delay 15

99.78

77.89

89.44

88.34

78.4

Delay 30

96.46

98.22

92.9

85.48

99.35

3

ORD

Delay 15

98.89

97.56

98.24

98.22

96.46

Delay 30

99.35

97.88

98.63

98.62

97.24

4

DFW

Delay 15

98.84

98.44

98.64

98.64

97.28

Delay 30

98.76

98.44

98.6

98.6

97.2

5

DEN

Delay 15

98.95

98.01

98.49

98.48

96.96

Delay 30

99.36

98.71

99.04

99.03

98.07

6

JFK

Delay 15

99.28

97.55

98.43

98.42

96.85

Delay 30

99.5

97.87

98.69

98.68

97.38

7

SFO

Delay 15

99.52

81.03

91.1

90.27

81.96

Delay 30

99.6

87.3

93.83

93.45

7.56

8

CLT

Delay 15

99.18

94.73

97.02

96.96

94

Delay 30

99.6

90.4

95.24

95.02

90.43

9

LAS

Delay 15

99.16

89.32

94.51

94.24

88.92

Delay 30

99.52

91.98

95.9

95.75

91.76

10

PHX

Delay 15

99.36

95.28

97.37

97.32

94.72

Delay 30

99.44

93.76

94.1

96.6

93.35