Table 7.
The rule-based knowledge of promoter prediction in human and Drosophila species.
Species | Rule-based knowledge | CF | Rules | Accuracy | ||
---|---|---|---|---|---|---|
(Human) | ||||||
R1-p: | If D D (A, 1st) > 0.0177542 | Then | Promoter | 0.928 | 1 | 50.0% |
R2-n: | If D D (A, 1st) ≤ 0.0177542 | Then | Non-promoter | 0.999 | 1-2 | 96.2% |
R3-n: | If D
MW > 0.284657 and D D (A, 1st) ≤ 0.0950018 and D D (C, 100%) ≤ 0.929016 |
Then | Non-promoter | 0.985 | 1–3 | 99.5% |
R4-n: | If D
C4 (GCTC) > 0.0634629 and D MW > 0.284657 and D D (A, 1st) ≤ 0.0950018 |
Then | Non-promoter | 0.974 | ||
(Drosophila) | ||||||
R1-p: | If D MW≤ 0.280113 and D AM > 0.27604 | Then | Promoter | 0.997 | 1 | 50.0% |
R2-n: | If D AM≤ 0.27604 | Then | Non-promoter | 0.999 | 1-2 | 84.7% |
R3-n: | If D MW > 0.280113 | Then | Non-promoter | 0.997 |