A supervised node-pair classifier, fed to Louvain, Leiden, Infomap, or Fast-Greedy as edge weights, is claimed to improve community detection, but the evaluation is compromised by transductive label use and best-of-16 selection.
Xgboost: A scalable tree boosting system
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Machine Learning Informed by Micro and Mesoscopic Statistical Physics Methods for Community Detection
A supervised node-pair classifier, fed to Louvain, Leiden, Infomap, or Fast-Greedy as edge weights, is claimed to improve community detection, but the evaluation is compromised by transductive label use and best-of-16 selection.