Ensembling prediction from the final round

[tschaffter]

• Unweighted ensemble
  • [x] Ensemble prediction from all submitted methods (see References for the methods)
  • [ ] Ensemble predictions from top 1, top 2, top 3, etc.
• Unweighted ensemble
  • [x] Ensemble prediction from all submissions with weight w where w is the AUROC value of the method on the Leaderboard Evaluation set. Do a similar ensemble using the AUPR value as the weight and report the AUPR of the ensemble method
  • [x] Ensemble predictions from top 1, top 2, top 3, etc. with weight w

References

• Wisdom of crowds for robust gene network inference

[yy6linda]

Please see this slide for ensembled model results. Link