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: CoRR (2020)
Keyphrases
- classification accuracy
- text classification
- machine learning methods
- classification method
- classification algorithm
- feature extraction
- pattern recognition
- support vector machine
- decision trees
- training set
- edge detection
- pattern classification
- benchmark datasets
- classification rules
- feature vectors
- automatic classification
- training samples
- graph structure
- classification models
- edge map
- image classification
- svm classifier
- machine learning
- feature space
- support vector
- face recognition
- feature selection