switchBox

This package is for version 3.18 of Bioconductor; for the stable, up-to-date release version, see switchBox.

Utilities to train and validate classifiers based on pair switching using the K-Top-Scoring-Pair (KTSP) algorithm

Bioconductor version: 3.18

The package offer different classifiers based on comparisons of pair of features (TSP), using various decision rules (e.g., majority wins principle).

Author: Bahman Afsari <bahman at jhu.edu>, Luigi Marchionni <marchion at jhu.edu>, Wikum Dinalankara <wdinala1 at jhmi.edu>

Maintainer: Bahman Afsari <bahman at jhu.edu>, Luigi Marchionni <marchion at jhu.edu>, Wikum Dinalankara <wdinala1 at jhmi.edu>

Citation (from within R, enter citation("switchBox")):

To install this package, start R (version "4.3") and enter:


if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("switchBox")

For older versions of R, please refer to the appropriate Bioconductor release.

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("switchBox")

Working with the switchBox package	PDF	R Script
Reference Manual	PDF

biocViews	Classification, Software, StatisticalMethod
Version	1.38.0
In Bioconductor since	BioC 3.0 (R-3.1) (9.5 years)
License	GPL-2
Depends	R (>= 2.13.1), pROC, gplots
Imports
System Requirements
URL

Follow Installation instructions to use this package in your R session.

Source Package	switchBox_1.38.0.tar.gz
Windows Binary	switchBox_1.38.0.zip (64-bit only)
macOS Binary (x86_64)	switchBox_1.38.0.tgz
macOS Binary (arm64)	switchBox_1.38.0.tgz
Source Repository	git clone https://git.bioconductor.org/packages/switchBox
Source Repository (Developer Access)	git clone [email protected]:packages/switchBox
Bioc Package Browser	https://code.bioconductor.org/browse/switchBox/
Package Short Url	https://bioconductor.org/packages/switchBox/
Package Downloads Report	Download Stats