vbmp
Variational Bayesian Multinomial Probit Regression
Bioconductor version: 3.24 · Package version: 1.81.0
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.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("vbmp")Details
| Maintainer | Nicola Lama <nicola.lama@unina2.it> |
| Author | Nicola Lama <nicola.lama@unina2.it>, Mark Girolami <girolami@dcs.gla.ac.uk> |
| License | GPL (>= 2) |
| URL | http://bioinformatics.oxfordjournals.org/cgi/content/short/btm535v1 |
| Downloads rank | 607 |
| Source branch | devel |
| biocViews | Classification, Software |
Documentation
Download
Follow the installation instructions to use this package in your R session.
| Source package | vbmp_1.81.0.tar.gz |
| Windows binary (x86_64) | vbmp_1.81.0.zip |
| macOS binary (arm64) | vbmp_1.81.0.tgz |
| macOS binary (x86_64) | vbmp_1.81.0.tgz |