Statistical Hypothesis Testing Based on Machine Learning: Large Deviations Analysis

Paolo Braca, Leonardo M. Millefiori, Augusto Aubry +3

We study the performance -- and specifically the rate at which the error probability converges to zero -- of Machine Learning (ML) classification techniques. Leveraging the theory…