Characterizing Graph Datasets for Node Classification: Homophily-Heterophily Dichotomy and Beyond.
Oleg PlatonovDenis KuznedelevArtem BabenkoLiudmila ProkhorenkovaPublished in: NeurIPS (2023)
Keyphrases
- benchmark datasets
- uci machine learning repository
- uci repository
- graph structure
- classification accuracy
- directed graph
- decision trees
- image classification
- random walk
- pattern recognition
- path length
- classification scheme
- feature selection
- graph data
- associative classifiers
- benchmark data sets
- classification algorithm
- support vector machine
- feature vectors
- feature extraction
- social networks
- connected components
- classification method
- cost sensitive
- data sets
- directed acyclic graph
- supervised learning
- edge weights
- neural network