A cooperative coevolutionary algorithm for instance selection for instance-based learning.
Nicolás García-PedrajasJuan Antonio Romero del CastilloDomingo Ortiz-BoyerPublished in: Mach. Learn. (2010)
Keyphrases
- coevolutionary algorithm
- instance based learning
- instance selection
- cooperative
- nearest neighbor
- data reduction
- text classification
- multiple instance learning
- multi class
- semi supervised learning
- supervised learning
- genetic operators
- feature selection
- classification accuracy
- knowledge discovery and data mining
- evolutionary algorithm
- multi agent
- labeled data
- support vector machine
- co training
- machine learning
- information extraction
- fitness function
- data compression
- concept drift
- active learning