Table 6 Performance of the proposed algorithm in case of model mismatch. Evaluated on 100 randomly generated network families.
| ||||||
|---|---|---|---|---|---|---|
p1,p2 |
|
|
| AVG of | AVG of # of paths | AVG of # of SSD calculations |
p1 = 0.1, p2 = 0.1 | 0.95 | 0.76 | 0.75 | 25.75 | 7.88 | 5,724 |
p1 = 0.3, p2 = 0.3 | 0.48 | 0.44 | 0.43 | 46 | 10.79 | 12,720 |
p1 = 0.5, p2 = 0.5 | 0.21 | 0.17 | 0.16 | 97.8 | 14.34 | 30,146 |
p1 = 0.7, p2 = 0.7 | 0.19 | 0.14 | 0.14 | 100.8 | 9.69 | 47,755 |
, p
cancer
= 0.001, p = 0.003, β3 = 0.1
- Performance of the proposed algorithm in case of model mismatch. Evaluated on 100 randomly generated network families. Each family contained
8-gene networks (k = 2, M = 3, and p
b
= 0.3).
8-gene networks (k = 2, M = 3, and p
b
= 0.3).