支持向量机

应用背景This document briefly summarises “Version 1” of the SparseBayes software, designed to run within the Matlab environment (see www.mathworks.com). The latest version of this software, along with other explanatory materials, should be available from: http://www.relevancevector.com This documentation refers specifically to Version 1.1 of SparseBayes. Version 1.1 is a baseline re-implementation of the V1.0 package (dating from 2002) that was originally freely downloadable from Microsoft Research1. Please note that SparseBayes is not intended to be a fully comprehensive library or toolbox. Instead, the software comprises a basic set of representative routines implementing the necessary core functionality for “sparse Bayesian” models, such as the “relevance vector machine”. It was originally designed as both a useful demonstration and a base upon which interested users can build more practical code.关键技术A brief description of each file