Supervised Aggregation of Classifiers Using Artificial Prediction Markets

Idea

Reinterpret events as instances, future outcomes as instance labels, and participants as classifiers.

For each instance, classifiers “purchase” contracts for each possible label.

The trading price for each label determines the classification.