Efficient and Effective Learning of HMMs Based on Identification of Hidden States

Table 6

Identification results on random minimal HMMs.

Method	# Iters.	Time (s)	select			Para. Dist.	Conv. (%)	Identi. (%)
BW	17	348	Min. AIC	1.16	0.0019	0.21	93.83	100
			Correct	0.00	0.0018	0.05	46.64	100
SCT	18	7	DBI	1.70	0.0051	0.22	—	87.92

See abbreviations and notes in Table 4 for more details.