Machine learning for sports betting: should model selection be based on accuracy or calibration?

Conor Walsh, Alok Joshi

Sports betting's recent federal legalisation in the USA coincides with the golden age of machine learning. If bettors can leverage data to reliably predict the probability of an ou…