Accurate Bayesian Data Classification without Hyperparameter Cross-validation

M Sheikh, A C C Coolen

We extend the standard Bayesian multivariate Gaussian generative data classifier by considering a generalization of the conjugate, normal-Wishart prior distribution and by deriving…