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

Table 3

Average characteristics of ground truth HMMs.

Type	Specificity	Minimal (%)
Persistent	0.25	100		0.018
Transient-cyclic	0.32	100		0.017
Hybrid	0.17	100		0.019

Note: : mean of the log-likelihood distribution of the true model; : standard deviation of the log-likelihood distribution of the true model.