Evolving Genetic Programming classifiers with loop structures.
Fahmi AbdulhamidAndy SongKourosh NeshatianMengjie ZhangPublished in: IEEE Congress on Evolutionary Computation (2012)
Keyphrases
- genetic programming
- symbolic regression
- evolutionary algorithm
- evolutionary computation
- fitness function
- decision trees
- naive bayes
- classification systems
- financial forecasting
- genetic algorithm
- training data
- training set
- feature set
- classification rules
- gene expression programming
- supervised classification
- grammar guided genetic programming
- classification algorithm
- machine learning algorithms
- test set
- roc curve
- training samples
- support vector
- feature selection
- evolutionary approaches
- active learning
- regression problems
- multiple classifiers
- objective function
- data sets