Using Clustering Methods in Multinomial Logit Model for Departure Time Choice

Table 5

Different criteria for various models.

Criteria		Without model	K-medoids model	EM Model	K-means model
		—	0.132	0.250	0.310
AIC		—	1.771	1.576	1.419
	Max prob.	36.3%	51.2%	57.9%	64.9%
	Monte Carlo	36.3%	45.7%	52.3%	58.6%