Imbalanced data classification using random subspace method and SMOTE.
Hsiao-Yun HuangYi-Jhen LinYoug-Siang ChenHung-Yi LuPublished in: SCIS&ISIS (2012)
Keyphrases
- subspace methods
- imbalanced data classification
- minority class
- class imbalance
- support vector machine
- feature selection
- principal component analysis
- face recognition
- ensemble methods
- class distribution
- linear discriminant analysis
- blind source separation
- active learning
- raw data
- benchmark datasets
- lower dimensional
- training examples
- k nearest neighbor