From: A new algorithm to train hidden Markov models for biological sequences with partial labels
State #/training sample | Average improvements of cBW + model selection in setting 1/2 | Average p value of cBW + model selection in setting 1/2 | Average improvements of cBW alone in setting 1/2 |
---|---|---|---|
3/1600 | 8.07/8.57% | 2.3E−04/4.7E−07 | 8.11/8.56% |
3/2000 | 8.58/9.05% | 1.9E−06/6.5E−09 | 8.63/9.03% |
3/2400 | 8.93/9.24% | 1.6E−07/1.0E−09 | 8.97/9.20% |
3/2800 | 8.87/9.31% | 1.3E−08/1.5E−09 | 8.94/9.26% |
5/1600 | 11.99/13.24% | 1.7E−02/4.5E−06 | 11.76/13.08% |
5/2000 | 13.07/14.20% | 4.1E−02/3.4E−06 | 12.87/14.11% |
5/2400 | 13.22/14.59% | 2.0E−02/1.2E−05 | 12.94/14.35% |
5/2800 | 13.89/15.20% | 4.1E−02/1.6E−07 | 13.85/15.16% |
7/1600 | 7.85/9.37% | 6.7E−02/3.5E−02 | 6.04/7.34% |
7/2000 | 9.75/11.28% | 5.6E−03/4.1E−03 | 7.93/9.32% |
7/2400 | 10.50/12.10% | 1.8E−02/1.9E−02 | 8.99/10.53% |
7/2800 | 11.39/12.95% | 1.4E−03/1.9E−04 | 9.75/11.29% |