VBLS
所属分类：matlab编程
开发工具：matlab
文件大小：51KB
下载次数：93
上传日期：2009-10-22 21:34:26
上 传 者：
MARSLD
说明： 变分贝叶斯最小二乘法的matlab程序。
(Variational Bayesian least-squares method matlab program)
文件列表:
VB Least Squarts\arrfit.m (2847, 2007-08-15)
VB Least Squarts\fakeData_test.m (11866, 2008-01-09)
VB Least Squarts\pls_v1.m (2393, 2007-08-15)
VB Least Squarts\vbls.m (6816, 2008-01-10)
VB Least Squarts (0, 2009-10-22)
File: readme
Date: January 8, 2008
Author: Jo-Anne Ting
Matlab source code:
fakeData_test.m : Test file to run the Variational Bayesian Least
Squares (VBLS) algorithm on synthetic data sets.
vbls.m : Source code for VBLS
arrfit.m : Source code for adaptive ridge regression
pls_v1.m : Source code for Partial Least Squares regression
Comments:
Run fakeData_test.m. The indicator variables can be toggled on or
off, depending on which algorithms the user wants to run.
Please refer to Ting et al. (2005) and D'Souza, Vijayakumar &
Schaal (2004) for more details.
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