Multi-selection of instances: A straightforward way to improve evolutionary instance selection.
Nicolás García-PedrajasJavier Pérez-RodríguezPublished in: Appl. Soft Comput. (2012)
Keyphrases
- instance selection
- nearest neighbor
- feature and instance selection
- multiple instance learning
- text classification
- semi supervised learning
- data reduction
- multi class
- classification accuracy
- knowledge discovery and data mining
- supervised learning
- class imbalanced
- feature selection
- concept drift
- genetic algorithm
- support vector machine
- knn
- data sets