ANN based short-term traffic flow forecasting in undivided two lane highway

Journal of Big Data

Table 4 Statistical indices of different models

Model	Error				CFE	Theil’s U statistic
Model	MAE	MAPE (%)	VAPE (%)	MPE	CFE	U1	U2
M1	1.93	0.9010	0.0221	− 0.6872	− 32.068	0.0031	0.0450
M2	2.14	0.9917	0.0265	− 0.8014	− 38.081	0.0056	1.3689
M3	1.26	0.5889	0.0287	− 0.4358	− 20.459	0.0041	0.9605
M4	1.84	0.0386	0.0029	− 0.8498	− 40.538	0.0050	0.0441
M5	3.73	1.7325	0.2774	− 1.1564	− 52.574	0.0102	0.9964
M6	1.64	0.7689	0.0268	− 0.3665	− 16.559	0.0046	0.0425
M7	2.06	0.9546	12.690	− 0.1373	− 5.1569	1.7368	0.0563
M8	2.32	1.0963	0.0369	− 0.9114	− 42.496	3.08E−05	0.0588
M9	3.13	1.4442	0.0607	− 0.5223	− 25.028	0.0096	0.0811
M10	11.18	5.2393	0.1217	− 3.7443	− 169.104	0.0279	0.2455
M11	11.41	5.3393	0.1241	− 3.6870	− 165.905	0.0285	0.2539
M12	0.77	0.3569	0.0102	− 0.3158	− 14.937	0.0020	0.0180