Fitness Functions in Genetic Programming for Classification with Unbalanced Data.
Grant PattersonMengjie ZhangPublished in: Australian Conference on Artificial Intelligence (2007)
Keyphrases
- genetic programming
- fitness function
- unbalanced data
- evolutionary computation
- evolutionary algorithm
- support vector machine
- genetic algorithm ga
- image classification
- machine learning
- fitness evaluation
- genetic algorithm
- decision trees
- ridge regression
- evolutionary search
- classification accuracy
- training data
- feature extraction
- text classification
- model selection
- support vector machine svm
- neural network
- training set
- generalization ability
- learning algorithm
- objective function
- support vector
- multi objective
- search algorithm
- search space