vbmp

Variational Bayesian Multinomial Probit Regression

Variational Bayesian Multinomial Probit Regression with Gaussian Process Priors. It estimates class membership posterior probability employing variational and sparse approximation to the full posterior. This software also incorporates feature weighting by means of Automatic Relevance Determination.

Author Nicola Lama , Mark Girolami
Maintainer Nicola Lama

To install this package, start R and enter:

    source("http://bioconductor.org/biocLite.R")
    biocLite("vbmp")

Vignettes (Documentation)

Package Downloads

vbmp.pdf
Source vbmp_1.6.0.tar.gz
Windows binary vbmp_1.6.0.zip
OS X binary vbmp_1.6.0.tgz

Details

biocViews
Depends R
Suggests Biobase
Imports
SystemRequirements
License GPL version 2 or newer
URL http://www.dcs.gla.ac.uk/~girolami
dependsOnMe
suggestsMe