COSNet
This is the development version of COSNet; for the stable release version, see COSNet.
Cost Sensitive Network for node label prediction on graphs with highly unbalanced labelings
Bioconductor version: Development (3.20)
Package that implements the COSNet classification algorithm. The algorithm predicts node labels in partially labeled graphs where few positives are available for the class being predicted.
Author: Marco Frasca and Giorgio Valentini -- Universita' degli Studi di Milano
Maintainer: Marco Frasca<frasca at di.unimi.it>
citation("COSNet")):
Installation
To install this package, start R (version "4.4") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
# The following initializes usage of Bioc devel
BiocManager::install(version='devel')
BiocManager::install("COSNet")
For older versions of R, please refer to the appropriate Bioconductor release.
Documentation
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("COSNet")| An R Package for Predicting Binary Labels in Partially-Labeled Graphs | R Script | |
| Reference Manual | ||
| NEWS | Text |
Details
| biocViews | Classification, GraphAndNetwork, Network, NeuralNetwork, Software |
| Version | 1.39.0 |
| In Bioconductor since | BioC 3.0 (R-3.1) (10 years) |
| License | GPL (>= 2) |
| Depends | |
| Imports | |
| System Requirements | |
| URL | https://github.com/m1frasca/COSNet_GitHub |
See More
| Suggests | bionetdata, PerfMeas, RUnit, BiocGenerics |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | COSNet_1.39.0.tar.gz |
| Windows Binary (x86_64) | COSNet_1.39.0.zip |
| macOS Binary (x86_64) | COSNet_1.39.0.tgz |
| macOS Binary (arm64) | COSNet_1.39.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/COSNet |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/COSNet |
| Bioc Package Browser | https://code.bioconductor.org/browse/COSNet/ |
| Package Short Url | https://bioconductor.org/packages/COSNet/ |
| Package Downloads Report | Download Stats |