Package: COSNet 1.46.0

Marco Frasca

COSNet: Cost Sensitive Network for node label prediction on graphs with highly unbalanced labelings

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.

Authors:Marco Frasca and Giorgio Valentini -- Universita' degli Studi di Milano

COSNet_1.46.0.tar.gz
COSNet_1.46.0.zip(r-4.7)COSNet_1.46.0.zip(r-4.6)COSNet_1.46.0.zip(r-4.5)
COSNet_1.46.0.tgz(r-4.6-x86_64)COSNet_1.46.0.tgz(r-4.6-arm64)COSNet_1.46.0.tgz(r-4.5-x86_64)COSNet_1.46.0.tgz(r-4.5-arm64)
COSNet_1.46.0.tar.gz(r-4.7-arm64)COSNet_1.46.0.tar.gz(r-4.7-x86_64)COSNet_1.46.0.tar.gz(r-4.6-arm64)COSNet_1.46.0.tar.gz(r-4.6-x86_64)
COSNet_1.46.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
COSNet/json (API)
NEWS

# Install 'COSNet' in R:
install.packages('COSNet', repos = c('https://bioc-release.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/m1frasca/cosnet_github/issues

On BioConductor:COSNet-1.47.0(bioc 3.24)COSNet-1.46.0(bioc 3.23)

graphandnetworkclassificationnetworkneuralnetwork

4.38 score 1 stars 15 scripts 368 downloads 8 mentions 10 exports 0 dependencies

Last updated from:80f490de3c (on RELEASE_3_23). Checks:1 ERROR, 11 WARNING, 2 OK. Indexed: no.

TargetResultTimeFilesSyslog
bioc-checksERROR130
linux-devel-arm64WARNING148
linux-devel-x86_64WARNING191
source / vignettesOK249
linux-release-arm64WARNING149
linux-release-x86_64WARNING208
macos-release-arm64WARNING110
macos-release-x86_64WARNING322
macos-oldrel-arm64WARNING78
macos-oldrel-x86_64WARNING310
windows-develWARNING107
windows-releaseWARNING111
windows-oldrelWARNING119
wasm-releaseOK103

Exports:COSNetcosnet.cross.validationfind.division.not.stratfind.division.stratgenerate_labelsgenerate_pointsoptimize_pos_aboveoptimizepreg_datarunSubnet

Dependencies:

An R Package for Predicting Binary Labels in Partially-Labeled Graphs

Rendered fromCOSNet_v.Rnwusingutils::Sweaveon May 29 2026.

Last update: 2014-10-11
Started: 2014-10-11