Automatically evolving difficult benchmark feature selection datasets with genetic programming.
Andrew LensenBing XueMengjie ZhangPublished in: GECCO (2018)
Keyphrases
- genetic programming
- feature selection
- evolutionary computation
- feature selection algorithms
- fitness function
- gene expression programming
- feature construction
- symbolic regression
- irrelevant features
- machine learning
- automatically generated
- benchmark datasets
- data sets
- uci machine learning repository
- mutual information
- evolutionary algorithm
- text classification
- feature extraction
- genetic algorithm
- text categorization
- feature set
- multi class
- classification rules
- information gain
- grammar guided genetic programming
- data mining
- real world
- ground truth labels
- method for feature selection
- financial forecasting
- database
- microarray datasets
- feature space