Yunhao Zhang

Leveraging Collective Advice-Taking Behavior to Infer Accuracy and Improve the Wisdom of Crowds

Cluster weight on advice (CWOA) is proposed, a novel “two-shot” algorithm to identify a more accurate subgroup in a single-prediction-problem context and consistently outperforms benchmarks, including the state-of-the-art metaprediction-based methods.