Disparity, Inequality, and Accuracy Tradeoffs in Graph Neural Networks for Node Classification.
Arpit MerchantCarlos CastilloPublished in: CoRR (2023)
Keyphrases
- neural network
- classification accuracy
- pattern recognition
- directed graph
- graph structure
- decision trees
- predictive accuracy
- accuracy rate
- classification rate
- image classification
- generalization ability
- high accuracy
- feature extraction
- training set
- classification method
- feature space
- rule extraction
- graph theory
- text classification
- machine learning
- support vector
- pattern classification
- roc curve
- tree structure
- structured data
- neural networks and support vector machines
- finding the shortest path
- root node
- bipartite graph
- classification rules
- class labels
- prediction accuracy
- feature set
- semi supervised
- fuzzy logic
- genetic algorithm