Supervised Aggregation Using Artificial Prediction Markets

Overview

• Reinterpret events as instances, future outcomes as instance labels, and participants as classifiers, regressors or densities.
• For each instance, classifiers “purchase” contracts for each possible label.
• The trading price is a probability estimate for the instance.