Large scale instance selection by means of federal instance selection.
Aida de Haro-GarcíaNicolás García-PedrajasJuan Antonio Romero del CastilloPublished in: Data Knowl. Eng. (2012)
Keyphrases
- instance selection
- feature and instance selection
- text classification
- nearest neighbor
- data reduction
- semi supervised learning
- multiple instance learning
- classification accuracy
- multi class
- knowledge discovery and data mining
- supervised learning
- support vector machine
- real world
- concept drift
- evaluation criteria
- feature selection
- class imbalanced
- data sets
- labeled data
- active learning
- learning algorithm
- information retrieval
- data mining