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Table 1 Classification accuracy achieved with naive Bayes classifier for traffic density awareness using one USRP device in the setting depicted in Figure 3

From: RFTraffic: a study of passive traffic awareness using emitted RF noise from the vehicles

 

Predicted (%)

Actual

C 1

C 2

C 3

C 4

C 5

C 1

98.1

1.6

0.3

0

0

C 2

1.2

98.7

0.1

0

0

C 3

0.6

4.7

94.7

0

0

C 4

0

0

0

99.9

0.1

C 5

0

0

0

16.7

83.3

  1. Note: the bold values indicate the true positive rate of each class. The same indication applies to Tables 2 through 9 as well.