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Advances, Systems and Applications

Table 3 IoT Transport application results analysis

From: IoT workload offloading efficient intelligent transport system in federated ACNN integrated cooperated edge-cloud networks

Method

Application

Total (minutes)

Accuracy

F1-Score

Recall

Precision

AFLSS

r1

7

98

0.97

0.96

0.98

AFLSS

r2

9

98

0.98

0.97

0.97

AFLSS

r3

6

99

0.97

0.96

0.97

FCNN

r1

13

92

0.91

0.92

0.93

FCNN

r2

17

93

0.92

0.93

0.92

FCNN

r3

16

94

0.93

0.92

0.93

CNN

r1

21

85

0.85

0.88

0.91

CNN

r2

25

83

0.84

0.89

0.91

CNN

r3

30

84

0.82

0.86

0.92