High-Dimensional Unbalanced Binary Classification by Genetic Programming with Multi-Criterion Fitness Evaluation and Selection.
Wenbin PeiBing XueLin ShangMengjie ZhangPublished in: Evol. Comput. (2022)
Keyphrases
- genetic programming
- fitness evaluation
- binary classification
- high dimensional
- fitness function
- multi class
- learning problems
- support vector
- cost sensitive
- evolutionary computation
- multi label
- support vector machine
- evolutionary algorithm
- genetic algorithm
- generalization error
- ensemble methods
- high dimensionality
- class imbalance
- feature selection
- prediction accuracy
- feature space
- low dimensional
- dimensionality reduction
- high dimensional data
- test data generation
- cross validation