Large Deviations for Classification Performance Analysis of Machine Learning Systems

Paolo Braca, Leonardo M. Millefiori, Augusto Aubry +2

We study the performance of machine learning binary classification techniques in terms of error probabilities. The statistical test is based on the Data-Driven Decision Function (D…