Relevance Vector Machine (RVM)

MATLAB Code for regression application based on Relevance Vector Machine (RVM) using 'SB2_Release_200 toolbox'.

Version 2.0, 28-APR-2020

Email: [email protected]

Main features

Easy-used API for training and testing RVM model
Multiple kinds of kernel functions
Hybrid kernel functions
Parameter optimization using Particle Swarm Optimization (PSO) and Genetic Algorithm (GA)

Notices

Hybrid kernel functions: K = w1K1+w2K2+...+wn*Kn
Parameter optimization: Please see docs about "particleswarm" and "ga" for details. Set the parameters of the optimization algorithm to avoid overfitting or underfitting the model.
More details please see: https://www.ilovematlab.cn/forum.php?mod=redirect&goto=findpost&ptid=560474&pid=3634688