OligoIS: Scalable Instance Selection for Class-Imbalanced Data Sets.
Nicolás García-PedrajasJavier Pérez-RodríguezAida de Haro-GarcíaPublished in: IEEE Trans. Cybern. (2013)
Keyphrases
- instance selection
- imbalanced data sets
- multiple instance learning
- nearest neighbor
- text classification
- classification accuracy
- semi supervised learning
- feature extraction
- multi class
- machine learning
- rough sets
- minority class
- data reduction
- class labels
- training samples
- support vector machine
- active learning
- high dimensional
- feature selection