Characterizing Graph Datasets for Node Classification: Beyond Homophily-Heterophily Dichotomy.
Oleg PlatonovDenis KuznedelevArtem BabenkoLiudmila ProkhorenkovaPublished in: CoRR (2022)
Keyphrases
- benchmark datasets
- uci repository
- pattern recognition
- uci machine learning repository
- graph structure
- directed graph
- text classification
- training dataset
- support vector
- classification method
- image classification
- classification algorithm
- social networks
- classification models
- benchmark data sets
- tree structure
- structured data
- support vector machine svm
- supervised learning
- classification accuracy
- feature vectors
- training set
- machine learning
- feature selection
- binary decision tree
- classification scheme
- graph model
- cost sensitive
- complex networks
- class labels
- decision trees