Table A.6.
This table contains the AUPR p-values for the networks within the DREAM4 and DREAM5 challenges.
| DREAM Challenge | Base Lear-ner | Algorithm | Number of Trees Per Iteration | Net 1 | Net 2 | Net 3 | Net 4 | Net 5 | P-Value |
|---|---|---|---|---|---|---|---|---|---|
| DREAM4 | RF | GENIE3 (Official Scores) | 1000 | 3.3e-34 | 7.9e-54 | 1.8e-54 | 5.5e-47 | 4.6e-44 | 1.0e-46 |
| DREAM4 | RF | GENIE3 | 1000 | 7.7e-37 | 3.5e-55 | 4.8e-56 | 1.3e-49 | 6.8e-48 | 4.1e-49 |
| DREAM4 | RF | GENIE3 | 5000 | 5.5e-36 | 4.8e-55 | 9.3e-57 | 5.7e-50 | 8.5e-48 | 4.1e-49 |
| DREAM4 | iRF | iRF-LOOP | 1000 | 9.5e-40 | 1.5e-51 | 8.3e-64 | 5.6e-57 | 1.2e-57 | 6.1e-54 |
| DREAM5 | RF | GENIE3 (Official Scores) | 1000 | 1.60e-104 | – | 5.15e-20 | 1.58e-01 | – | 41.295 |
| DREAM5 | RF | GENIE3 | 1000 | 6.18e-121 | – | 3.54e-21 | 2.34e-01 | – | 47.097 |
| DREAM5 | iRF | iRF-subLOOP | 1000 | 3.81e-269 | – | 1.32e-07 | 6.473e-01 | – | 91.829 |