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-4.4-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)
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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'))

Peer review:

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 200 downloads 8 mentions 10 exports 0 dependencies

Last updated 26 days agofrom:3f65459ecb. Checks:OK: 1 WARNING: 8. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 19 2024
R-4.5-win-x86_64WARNINGNov 19 2024
R-4.5-linux-x86_64WARNINGNov 19 2024
R-4.4-win-x86_64WARNINGNov 19 2024
R-4.4-mac-x86_64WARNINGNov 19 2024
R-4.4-mac-aarch64WARNINGNov 19 2024
R-4.3-win-x86_64WARNINGNov 19 2024
R-4.3-mac-x86_64WARNINGNov 19 2024
R-4.3-mac-aarch64WARNINGNov 19 2024

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 Nov 19 2024.

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