Genetic Programming for Feature Subset Ranking in Binary Classification Problems.
Kourosh NeshatianMengjie ZhangPublished in: EuroGP (2009)
Keyphrases
- genetic programming
- feature subset
- binary classification problems
- feature selection
- fitness function
- genetic algorithm ga
- multi class
- weak classifiers
- classification accuracy
- binary classification
- support vector machine
- class imbalance
- ensemble methods
- multi task
- feature set
- svm classifier
- evolutionary algorithm
- genetic algorithm
- feature space
- decision trees
- binary classifiers
- classification models
- regression problems
- base learners
- information gain
- text classification
- high dimensionality
- multi label
- pattern recognition
- multi class classification