A New Big Data Approach to Understanding General Traffic Impacts on Bus Passenger Delays

Table 4

Results of the 10-fold cross-validation.

Cases	SR	TFR	ILOP	GTT	AR	PR	Intercept	R^2 on test samples	R^2 on training samples	MAPE on test samples (%)	MAPE on training samples (%)
0	4.229	0.121	7.599	0.227	10.826	0.817	438.956	0.659	0.642	8.826	8.877
1	4.235	0.117	7.926	0.233	14.013	0.815	437.768	0.638	0.644	9.065	8.854
2	4.226	0.112	8.153	0.238	16.096	0.825	437.915	0.669	0.641	8.503	8.913
3	4.207	0.118	7.832	0.238	12.616	0.828	435.458	0.644	0.644	8.895	8.862
4	4.252	0.113	8.203	0.229	14.142	0.833	439.345	0.638	0.644	9.031	8.857
5	4.243	0.112	8.261	0.223	16.329	0.834	441.234	0.645	0.643	8.771	8.879
6	4.223	0.117	7.733	0.224	15.395	0.833	441.317	0.673	0.640	8.673	8.897
7	4.250	0.116	8.097	0.236	15.227	0.801	436.627	0.610	0.647	8.956	8.862
8	4.265	0.117	8.002	0.225	8.408	0.802	440.042	0.621	0.646	8.990	8.859
9	4.244	0.116	7.828	0.237	16.115	0.830	436.307	0.632	0.645	9.047	8.853