Table 5 Impact of the setting on the search space and synthesised functions in terms of monotonicity and constancy
Setting | # models concerned | # species concerned | # species in PKN, compared to [r] | # species from IG of merged BNs, compared to [r] | ||
|---|---|---|---|---|---|---|
w/ potential parents | w/ only monotonous incoming influence | Constant | Monotonous | |||
[re] versus [r] | 2 | 72 | 50 versus 46 \(\rightarrow\) + 4 | 25 versus 29 \(\rightarrow\) − 4 | 70 versus 70 \(\rightarrow\) 0 | 72 versus 72 \(\rightarrow\) 0 |
[rr] versus [r] | 29 | 333 | 309 versus 234 \(\rightarrow\) + 75 | 122 versus 197 \(\rightarrow\) − 77 | 306 versus 310 \(\rightarrow\) − 4 | 333 versus 333 \(\rightarrow\) 0 |
[rre] versus [r] | 1 | 11 | 10 versus 7 \(\rightarrow\) + 3 | 2 versus 5 \(\rightarrow\) − 3 | 10 versus 10 \(\rightarrow\) 0 | 11 versus 11 \(\rightarrow\) 0 |