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]

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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)

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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