Edge Entropy as an Indicator of the Effectiveness of GNNs over CNNs for Node Classification.
Lavender Yao JiangJohn ShiMark CheungOren WrightJosé M. F. MouraPublished in: ACSSC (2020)
Keyphrases
- decision trees
- classification accuracy
- classification algorithm
- automatic classification
- image classification
- information theory
- pattern recognition
- information theoretic
- training samples
- cellular neural networks
- pattern classification
- directed graph
- classification method
- machine learning
- supervised learning
- support vector
- text classification
- mutual information
- classification scheme
- nearest neighbor
- support vector machine
- feature vectors
- classification process
- classification systems
- weighted graph
- support vector machine svm
- machine learning methods
- benchmark datasets
- machine learning algorithms
- model selection
- image segmentation
- feature selection