项目作者: ChubingZeng

项目描述 :
R Package for Automatic Relevance Determination
高级语言: R
项目地址: git://github.com/ChubingZeng/ARD.git
创建时间: 2018-09-20T04:29:16Z
项目社区:https://github.com/ChubingZeng/ARD

开源协议:

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Automatic-Relevance-Determination

ARD is an R package for implementing Automatic Relevance Determination. Automatic Relevance Determination (ARD) is also known as sparse bayesian learning (SBL) and relevance vector machine (RVM). In the context of neural network, the method is called ARD. Applying ARD to neural networks givens an efficient means of variable selection in nonlinear models. ([MacKay, 1992] and [Neal, 1995]). In the context of linear models, this method is called SBL [Tipping, 2001]. Combining ARD and SBL with the use of kernel function in a linear model gives RVM.

Model Specification

Optimization Algorithms

Example