Democratic instance selection: A linear complexity instance selection algorithm based on classifier ensemble concepts.
César Ignacio García-OsorioAida de Haro-GarcíaNicolás García-PedrajasPublished in: Artif. Intell. (2010)
Keyphrases
- selection algorithm
- linear complexity
- instance selection
- classifier ensemble
- feature subset
- classification accuracy
- nearest neighbor
- feature selection
- ensemble methods
- text classification
- multiple instance learning
- classification algorithm
- supervised learning
- multi class
- search algorithm
- semi supervised learning
- base classifiers
- genetic algorithm ga
- feature set
- concept drift
- feature space
- genetic algorithm