Genetic programming for high-dimensional imbalanced classification with a new fitness function and program reuse mechanism.
Wenbin PeiBing XueLin ShangMengjie ZhangPublished in: Soft Comput. (2020)
Keyphrases
- genetic programming
- fitness function
- genetic algorithm ga
- high dimensional
- evolutionary computation
- evolutionary algorithm
- genetic algorithm
- genetic operators
- high dimensionality
- class imbalanced
- evolutionary search
- gene expression programming
- class imbalance
- feature space
- fitness evaluation
- decision trees
- constrained optimization problems
- support vector machine
- crossover operator
- training samples
- search space
- support vector
- binary classification problems
- class labels
- crossover and mutation
- data points
- particle swarm
- training data
- feature extraction
- imbalanced data sets
- binary particle swarm optimization
- high dimensional data
- dimensionality reduction