Relevance Vector Machine with Weakly Informative Hyperprior and Extended Predictive Information Criterion

Kazuaki. Murayama, Shuichi. Kawano

In the variational relevance vector machine, the gamma distribution is representative as a hyperprior over the noise precision of automatic relevance determination prior. Instead o…