Other packages > Find by keyword >

BCBCSF  

Bias-Corrected Bayesian Classification with Selected Features
View on CRAN: Click here


Download and install BCBCSF package within the R console
Install from CRAN:
install.packages("BCBCSF")

Install from Github:
library("remotes")
install_github("cran/BCBCSF")

Install by package version:
library("remotes")
install_version("BCBCSF", "1.0-1")



Attach the package and use:
library("BCBCSF")
Maintained by
Longhai Li
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2011-07-27
Latest Update: 2015-09-26
Description:
Fully Bayesian Classification with a subset of high-dimensional features, such as expression levels of genes. The data are modeled with a hierarchical Bayesian models using heavy-tailed t distributions as priors. When a large number of features are available, one may like to select only a subset of features to use, typically those features strongly correlated with the response in training cases. Such a feature selection procedure is however invalid since the relationship between the response and the features has be exaggerated by feature selection. This package provides a way to avoid this bias and yield better-calibrated predictions for future cases when one uses F-statistic to select features.
How to cite:
Longhai Li (2011). BCBCSF: Bias-Corrected Bayesian Classification with Selected Features. R package version 1.0-1, https://cran.r-project.org/web/packages/BCBCSF. Accessed 07 Jun. 2026.
Previous versions and publish date:
0.0-0 (2011-07-27 09:10), 0.0-1 (2011-09-14 08:20), 0.0-2 (2012-09-25 07:56), 1.0-0 (2013-01-18 06:34), 1.0-1 (2015-09-26 01:05)
Other packages that cited BCBCSF R package
View BCBCSF citation profile
Other R packages that BCBCSF depends, imports, suggests or enhances
Complete documentation for BCBCSF
Functions, R codes and Examples using the BCBCSF R package
Some associated functions: analyzefit . data . evalpred . example . fitpred . internal . 
Some associated R codes: Full BCBCSF package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

keep  
Arrays with Better Control over Dimension Dropping
Provides arrays with flexible control over dimension dropping when subscripting. ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
embryogrowth  
Tools to Analyze the Thermal Reaction Norm of Embryo Growth
Tools to analyze the embryo growth and the sexualisation thermal reaction norms. See ...
Download / Learn more Package Citations See dependency  
xmlr  
Read, Write and Work with 'XML' Data
'XML' package for creating and reading and manipulating 'XML', with an object model based on 'Refere ...
Download / Learn more Package Citations See dependency  
cesR  
Access the Canadian Election Study Datasets
Makes accessing and loading the Canadian Election Study (, ...
Download / Learn more Package Citations See dependency  
roxygen2  
In-Line Documentation for R
Generate your Rd documentation, 'NAMESPACE' file, and collation field using specially formatted com ...
Download / Learn more Package Citations See dependency  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA