COSNet
This is the development version of COSNet; for the stable release version, see COSNet.
All Bioconductor versions of COSNet
3.24 (devel), 3.23 (release), 3.22, 3.21, 3.20, 3.19, 3.18, 3.17, 3.16, 3.15, 3.14, 3.13, 3.12, 3.11, 3.10, 3.9, 3.8, 3.7, 3.6, 3.5, 3.4, 3.3, 3.2, 3.1, 3.0
Cost Sensitive Network for node label prediction on graphs with highly unbalanced labelings
Bioconductor version: 3.24 · Package version: 1.47.0
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
From within R, enter citation("COSNet"):
Marco Frasca and Giorgio Valentini -- Universita' degli Studi di Milano. COSNet: Cost Sensitive Network for node label prediction on graphs with highly unbalanced labelings. doi:10.18129/B9.bioc.COSNet, R package version 1.47.0, https://bioconductor.org/packages/COSNet.
Generated from the package metadata; it may differ from the package's own citation.
Installation
To install this package, start R (version "4.6") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
## The following initializes the development version of Bioconductor
BiocManager::install(version = "devel")
BiocManager::install("COSNet")For older versions of R, please refer to the appropriate Bioconductor release.
Details
| Version | 1.47.0 |
| License | GPL (>= 2) |
| URL | https://github.com/m1frasca/COSNet_GitHub |
| Last updated | 2026-04-28 |
| In Bioconductor since | BioC 3.0 (R-3.1) (11 years) |
| Downloads rank | 1534 of 2,456 |
| Source branch | devel |
| Build report | Bioconductor build system, r-universe |
| biocViews | Classification, GraphAndNetwork, Network, NeuralNetwork, Software |
| Package Short Url | https://bioconductor.org/packages/COSNet/ |
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 |
Download
Follow the installation instructions to use this package in your R session.
| Source package | COSNet_1.47.0.tar.gz |
| Windows binary (x86_64) | COSNet_1.47.0.zip |
| macOS binary (arm64) | COSNet_1.47.0.tgz |
| macOS binary (x86_64) | COSNet_1.47.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/COSNet |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/COSNet |
| Package Downloads Report | Download Stats |
Dependencies
Suggests: bionetdata, PerfMeas, RUnit, BiocGenerics