iteration | CRF with MI | CRF without MI | EM | Assoc | ||||
---|---|---|---|---|---|---|---|---|
 | training | test | training | test | training | test | training | test |
1st | 0.999366 | 0.989247 | 0.999366 | 0.881720 | 0.999819 | 0.709677 | 0.999602 | 0.709677 |
2nd | 0.998787 | 0.919355 | 0.999312 | 0.923387 | 0.999909 | 0.875000 | 0.999330 | 0.854839 |
3rd | 1.000000 | 0.847222 | 1.000000 | 0.833333 | 1.000000 | 0.861111 | 1.000000 | 0.861111 |
4th | 0.999351 | 0.989583 | 0.999369 | 1.000000 | 0.999856 | 0.989583 | 0.999351 | 0.989583 |
5th | 0.999333 | 0.842365 | 0.999369 | 0.827586 | 0.999982 | 0.798030 | 0.999802 | 0.798030 |
average | 0.999367 | 0.917554 | 0.999483 | 0.893205 | 0.999913 | 0.846680 | 0.999617 | 0.842648 |