Table A.4.
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 | 0.154 | 0.155 | 0.231 | 0.208 | 0.197 |
DREAM4 | RF | GENIE3 | 1000 | 0.165 | 0.158 | 0.237 | 0.218 | 0.213 |
DREAM4 | RF | GENIE3 | 5000 | 0.161 | 0.158 | 0.249 | 0.220 | 0.213 |
DREAM4 | iRF | iRF-LOOP | 1000 | 0.177 | 0.150 | 0.267 | 0.248 | 0.253 |
DREAM5 | RF | GENIE3 (Official Scores) | 1000 | 0.291 | – | 0.093 | 0.021 | – |
DREAM5 | RF | GENIE3 | 1000 | 0.303 | – | 0.095 | 0.020 | – |
DREAM5 | iRF | iRF-subLOOP | 1000 | 0.387 | – | 0.070 | 0.020 | – |