SCD: Sampling-based Class Distribution for Imbalanced Semi-Supervised Learning.
Haomiao QiuHaixing LiuChi ZhangPublished in: ICTAI (2023)
Keyphrases
- class distribution
- semi supervised learning
- unlabeled data
- class imbalance
- training data
- labeled data
- imbalanced datasets
- semi supervised
- supervised learning
- imbalanced data
- minority class
- misclassification costs
- text categorization
- imbalanced data sets
- highly imbalanced
- unsupervised learning
- class labels
- training set
- training examples
- machine learning
- cost sensitive
- active learning
- training samples
- learning models
- cost sensitive learning
- text classification
- learning algorithm
- pairwise
- data sets
- decision boundary
- knowledge discovery
- learning tasks
- test set