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Table 3 Regression goodness for the estimated models and the samples test

From: Analyzing urban traffic demand distribution and the correlation between traffic flow and the built environment based on detector data and POIs

Statistics	RMSE	MAE	MAPE	R	R²
Model	RMSE	MAE	MAPE	R	R²
Model 1	230.99	183.67	8.57%	0.7465	0.5573
Model 2	6872.25	5364.61	10.99%	0.7545	0.5692
2-Related Samples Test		Wilcoxon signed ranks test		Sign test
Statistics	Model	Model 1	Model 2	Model 1	Model 2
Z		−0.208	−0.412	−1.354	−0.718
Asymp. Sig. (2-tailed)		0.836	0.681	0.176	0.472

Model 1-peak hour flow fit; Model 2-day flow fit

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