Forecasting Airport Surface Traffic Congestion based on Decision Tree

Zhaoyue Zhang, An Zhang, Cong Sun, Shanmei Li

Table 4 Verification results

Sample number Time Time slot Working day or not Weather Traffic Holiday or not Traffic volume in the previous period Crowding state Predictive state 1 2014/12/21 peak no influential large no small severe congestion smooth 2 2014/12/21 low peak yes no influence small no large smooth smooth 3 2014/12/22 peak yes no influence large no large smooth smooth 4 2014/12/23 peak yes influential small no large slight congestion slight congestion 5 2014/12/23 low peak yes influential small no small smooth smooth 6 2014/12/24 low peak yes influential small yes large smooth smooth 7 2014/12/25 peak yes no influence large yes large slight congestion smooth 8 2014/12/25 low peak yes no influence large yes small smooth smooth 9 2014/12/26 low peak yes no influence large no large smooth smooth 10 2014/12/27 peak no no influence small no large smooth moderate congestion