Fully Bayesian Analysis of the Relevance Vector Machine Classification for Imbalanced Data

Wenyang Wang, Dongchu Sun, Zhuoqiong He

Relevance Vector Machine (RVM) is a supervised learning algorithm extended from Support Vector Machine (SVM) based on the Bayesian sparsity model. Compared with the regression prob…