Genetic Programming of Heterogeneous Ensembles for Classification.
Hugo Jair EscalanteNiusvel Acosta-MendozaAlicia Morales-ReyesAndrés Gago AlonsoPublished in: CIARP (1) (2013)
Keyphrases
- genetic programming
- classification rules
- decision trees
- evolutionary computation
- classification accuracy
- symbolic regression
- pattern recognition
- regression problems
- feature extraction
- fitness function
- text classification
- image classification
- support vector machine
- classification systems
- automatic classification
- classification models
- pattern classification
- ensemble methods
- support vector
- preprocessing
- classification scheme
- feature vectors
- classification algorithm
- decision rules
- evolutionary algorithm
- svm classifier
- training set
- imbalanced data
- ensemble selection