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Table 5 Performance for different data subsets

From: A novel two-phase cycle algorithm for effective cyber intrusion detection in edge computing

Type

DATASUBSET1

DATASUBSET2

DATASUBSET3

BestAccu

BestDR

BestFAR

BestAccu

BestDR

BestFAR

BestAccu

BestDR

BestFAR

Normal

 DR

92.64

89.5

92.86

95.96

95.92

97.13

99.21

97.56

99.28

 FAR

1.4

0.93

1.66

2.94

2.85

3.42

1.78

1.19

1.89

Probe

 DR

95.88

91.4

94.47

95.96

96.08

95.65

95.31

96.24

96.71

 FAR

1.51

0.73

0.85

0.52

0.52

0.52

0.18

0.26

0.24

DoS

 DR

99.47

100

99.68

99.79

99.79

99.79

98.44

98.26

98.3

 FAR

1.84

2.7

2.02

1.75

1.77

1.65

0.36

0.56

0.19

U2R

 DR

75.42

24.07

71.65

45.51

43.55

48.75

100

100

80

 FAR

0.28

0.08

0.23

0.13

0.13

0.18

0.11

1.42

0.1

R2L

 DR

93.65

97.77

95.11

89.24

89.38

87.09

82

32

81

 FAR

1.81

11.14

2.15

2.05

2.19

1.69

0.03

0.14

0.06