Travel Time Probability Prediction Based on Constrained LSTM Quantile Regression

Table 3

Effects of snow during morning peak on the 90th percentile travel rate.

	Clear	Light snow	Light snow (%)	Moderate snow	Moderate snow (%)	Heavy snow	Heavy snow (%)
7:00–7:15	5.562	5.402	−3.0	4.768	−16.7	5.211	−6.7
7:15–7:30	7.677	7.594	−1.1	5.781	−32.8	6.412	−19.7
7:30–7:45	9.161	8.735	−4.9	8.69	−5.4	6.886	−33.0
7:45–8:00	10.302	10.015	−2.9	7.087	−45.4	5.952	−73.1
8:00–8:15	9.625	9.299	−3.5	5.001	−92.5	5.77	−66.8
8:15–8:30	7.684	7.632	−0.7	6.813	−12.8	5.499	−39.7
8:30–8:45	8.514	7.666	−11.1	6.059	−40.5	6.195	−37.4
8:45–9:00	7.493	7.482	−0.1	5.881	−27.4	7.049	−6.3