GA-based selection of components for heterogeneous ensembles of support vector machines.
André L. V. CoelhoClodoaldo Ap. M. LimaFernando J. Von ZubenPublished in: IEEE Congress on Evolutionary Computation (2003)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- kernel function
- ensemble selection
- logistic regression
- feature set
- building blocks
- loss function
- generalization ability
- ensemble learning
- selection strategy
- web services
- working set
- machine learning
- support vector machine
- model selection
- naive bayes
- data sets
- feature extraction
- genetic algorithm ga
- real world