Table A.5.
This table contains the AUROC values for the networks within the DREAM4 and DREAM5 challenges.
| DREAM Challenge | Base Learner | Algorithm | Number of Trees Per Iteration | Net 1 | Net 2 | Net 3 | Net 4 | Net 5 |
|---|---|---|---|---|---|---|---|---|
| DREAM4 | RF | GENIE3 (Official Scores) | 1000 | 0.745 | 0.733 | 0.775 | 0.791 | 0.798 |
| DREAM4 | RF | GENIE3 | 1000 | 0.755 | 0.738 | 0.786 | 0.802 | 0.801 |
| DREAM4 | RF | GENIE3 | 5000 | 0.758 | 0.739 | 0.784 | 0.800 | 0.805 |
| DREAM4 | iRF | iRF-LOOP | 1000 | 0.743 | 0.711 | 0.775 | 0.794 | 0.792 |
| DREAM5 | RF | GENIE3 (Official Scores) | 1000 | 0.815 | – | 0.617 | 0.518 | – |
| DREAM5 | RF | GENIE3 | 1000 | 0.816 | – | 0.617 | 0.516 | – |
| DREAM5 | iRF | iRF-subLOOP | 1000 | 0.816 | – | 0.614 | 0.516 | – |