Transferability of a Machine Learning-Based Model of Hourly Traffic Volume Estimation—Florida and New Hampshire Case Study

Table 5

The detailed results for different models—one week long training dataset.

	Mean			Median (%)
	(%)	(%)			(%)
Base	11.46	61.9	0.078	9.44	43.3	0.712
TL	7.88	35.1	0.761	7.21	30.2	0.810
Extended	7.84	36.4	0.769	7.76	29.7	0.796
RF	9.85	42.9	0.627	8.18	34.0	0.749
LR	4.1e12	4.4e13	−1.0e24	12.87	75.7	0.522
BR	12.62	71.7	0.429	11.22	56.4	0.653
PR	3.1e12	3.3e13	−5.8e23	14.17	88.0	0.479