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")
| vbmp Tutorial | R Script | |
|---|---|---|
| Reference Manual |
| biocViews | |
|---|---|
| Depends |
R
|
| Imports | |
| Suggests |
Biobase
,
statmod
|
| System Requirements | |
| License | GPL version 2 or newer |
| URL | http://bioinformatics.oxfordjournals.org/cgi/content/short/btm535v1 |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Development History | Bioconductor Changelog |
| Package source | vbmp_1.12.0.tar.gz |
|---|---|
| Windows binary | vbmp_1.12.0.zip |
| MacOS X 10.4 (Tiger) binary | vbmp_1.12.0.tgz |
| MacOS X 10.5 (Leopard) binary | vbmp_1.12.0.tgz |
| Package Downloads Report | Downloads Stats |