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. 2022 Jun 22;20:3372–3386. doi: 10.1016/j.csbj.2022.06.037

Table A.4.

This table contains the AUPR 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 0.154 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