Tackling Diverse Minorities in Imbalanced Classification.
Kwei-Herng LaiDaochen ZhaHuiyuan ChenMangesh BendreYuzhong ChenMahashweta DasHao YangXia HuPublished in: CIKM (2023)
Keyphrases
- classification accuracy
- class imbalance
- text classification
- support vector machine
- machine learning
- classification systems
- preprocessing
- imbalanced datasets
- pattern recognition
- wide variety
- supervised learning
- classification algorithm
- decision trees
- support vector
- classification rate
- machine learning algorithms
- feature set
- pattern classification
- classification method
- image classification
- imbalanced data sets
- classification scheme
- neural network
- cost sensitive learning
- binary classification problems
- single class
- class distribution
- benchmark data sets
- decision rules
- naive bayes
- rough sets
- feature vectors
- high dimensional
- training set