switchBox
Utilities to train and validate classifiers based on pair switching using the K-Top-Scoring-Pair (KTSP) algorithm
Bioconductor version: 3.24 · Package version: 1.49.0
The package offer different classifiers based on comparisons of pair of features (TSP), using various decision rules (e.g., majority wins principle).
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("switchBox")Details
| Maintainer | Bahman Afsari <bahman@jhu.edu>, Luigi Marchionni <marchion@jhu.edu>, Wikum Dinalankara <wdinala1@jhmi.edu> |
| Author | Bahman Afsari <bahman@jhu.edu>, Luigi Marchionni <marchion@jhu.edu>, Wikum Dinalankara <wdinala1@jhmi.edu> |
| License | GPL-2 |
| Downloads rank | 439 |
| Source branch | devel |
| biocViews | Classification, Software, StatisticalMethod |
Documentation
Download
Follow the installation instructions to use this package in your R session.
| Source package | switchBox_1.49.0.tar.gz |
| Windows binary (x86_64) | switchBox_1.49.0.zip |
| macOS binary (arm64) | switchBox_1.49.0.tgz |
| macOS binary (x86_64) | switchBox_1.49.0.tgz |
Dependencies
Depends: R (>= 2.13.1), pROC, gplots