Package: COSNet 1.41.0

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_1.41.0.tar.gz
COSNet_1.41.0.zip(r-4.5)COSNet_1.41.0.zip(r-4.4)COSNet_1.41.0.zip(r-4.3)
COSNet_1.41.0.tgz(r-4.5-x86_64)COSNet_1.41.0.tgz(r-4.5-arm64)COSNet_1.41.0.tgz(r-4.4-x86_64)COSNet_1.41.0.tgz(r-4.4-arm64)COSNet_1.41.0.tgz(r-4.3-x86_64)COSNet_1.41.0.tgz(r-4.3-arm64)
COSNet_1.41.0.tar.gz(r-4.5-noble)COSNet_1.41.0.tar.gz(r-4.4-noble)
COSNet_1.41.0.tgz(r-4.4-emscripten)COSNet_1.41.0.tgz(r-4.3-emscripten)
COSNet.pdf |COSNet.html
COSNet/json (API)
NEWS

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

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

On BioConductor:COSNet-1.41.0(bioc 3.21)COSNet-1.40.0(bioc 3.20)

graphandnetworkclassificationnetworkneuralnetwork

4.38 score 1 stars 15 scripts 270 downloads 8 mentions 10 exports 0 dependencies

Last updated 5 months agofrom:3f65459ecb. Checks:1 OK, 11 WARNING. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 19 2025
R-4.5-win-x86_64WARNINGMar 19 2025
R-4.5-mac-x86_64WARNINGMar 19 2025
R-4.5-mac-aarch64WARNINGMar 19 2025
R-4.5-linux-x86_64WARNINGMar 19 2025
R-4.4-win-x86_64WARNINGMar 19 2025
R-4.4-mac-x86_64WARNINGMar 19 2025
R-4.4-mac-aarch64WARNINGMar 19 2025
R-4.4-linux-x86_64WARNINGMar 19 2025
R-4.3-win-x86_64WARNINGMar 19 2025
R-4.3-mac-x86_64WARNINGMar 19 2025
R-4.3-mac-aarch64WARNINGMar 19 2025

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 Mar 19 2025.

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