Using Clustering Methods in Multinomial Logit Model for Departure Time Choice

Table 1

Start and end time of the clusters in various methods.

Cluster no.	K-medoids		EM		K-means		Hierarchical (Ward)
	Start	End	Start	End	Start	End	Start	End
1	2.00	6.25	2.00	5.58	2.00	6.17	2.00	6.92
2	6.27	6.75	5.67	6.55	6.25	7.25	6.58	7.42
3	6.77	7.38	6.58	7.58	7.28	8.30	6.00	7.92
4	7.42	8.33	7.60	8.83	8.33	9.50	7.50	8.92
5	8.42	10.20	8.92	10.33	9.52	10.75	8.67	10.83
6	10.25	12.75	10.42	12.75	10.83	12.75	10.00	12.75