Data-Driven Prediction System of Dynamic People-Flow in Large Urban Network Using Cellular Probe Data

Table 2

Predicted inbound/outbound flow level.

Inbound Flow
	Predictions						Recall
Base Data	1	2	3	4	5	6
1	89251	3128	201	64	18	1	0.963
2	15871	79102	3460	544	37	2	0.799
3	5124	16212	68191	2205	109	5	0.742
4	749	8987	10215	48970	1987	17	0.690
5	112	3958	8021	9090	15871	37	0.428
6	7	699	737	952	1034	162	0.045
Precision	0.803	0.706	0.751	0.792	0.833	0.723	0.768
Outbound Flow
	Predictions
Base Data	1	2	3	4	5	6
1	91886	4388	278	118	2	1	0.950
2	25374	43012	3498	5252	88	4	0.557
3	6293	8183	17341	31223	872	7	0.271
4	973	2067	2187	104104	2948	26	0.927
5	99	444	946	28369	11951	62	0.285
6	9	41	58	1892	893	241	0.077
Precision	0.737	0.740	0.713	0.609	0.713	0.707	0.703