Supervised Class Distribution Learning for GANs-Based Imbalanced Classification.
Zixin CaiXinyue WangMingjie ZhouJian XuLiping JingPublished in: ICDM (2019)
Keyphrases
- class distribution
- imbalanced data sets
- supervised learning
- class imbalance
- learning algorithm
- imbalanced datasets
- unsupervised learning
- training set
- feature selection
- training data
- machine learning
- training set size
- active learning
- highly imbalanced
- majority class
- class labels
- training samples
- training examples
- test set
- feature space
- imbalanced data
- benchmark datasets
- highly skewed
- reinforcement learning
- support vector
- roc analysis
- minority class
- cost sensitive
- feature vectors
- cost sensitive learning
- multi class
- text categorization
- decision trees