Rethinking Semi-Supervised Imbalanced Node Classification from Bias-Variance Decomposition.
Divin YanGengchen WeiChen YangShengzhong ZhangZengfeng HuangPublished in: CoRR (2023)
Keyphrases
- semi supervised
- supervised learning
- bias variance decomposition
- class imbalance
- classification accuracy
- feature selection
- imbalanced data
- semi supervised learning
- decision trees
- text classification
- labeled data
- support vector
- support vector machine svm
- benchmark datasets
- feature vectors
- multi class
- feature set
- co training
- machine learning
- active learning
- bayesian networks
- class distribution
- cross validation
- class labels
- training samples
- unlabeled data
- pairwise
- trade off