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Table 2 Classification accuracy achieved with decision tree 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

99.3

0.6

0.1

0

0

C 2

0.7

98.9

0.4

0

0

C 3

0.5

1.9

97.6

0

0

C 4

0

0

0

98.1

1.9

C 5

0

0

0

2.1

97.9