Developing New Fitness Functions in Genetic Programming for Classification With Unbalanced Data.
Urvesh BhowanMark JohnstonMengjie ZhangPublished in: IEEE Trans. Syst. Man Cybern. Part B (2012)
Keyphrases
- genetic programming
- fitness function
- unbalanced data
- evolutionary computation
- evolutionary algorithm
- genetic algorithm ga
- genetic algorithm
- fitness evaluation
- support vector machine
- training data
- support vector
- classification accuracy
- supervised learning
- ridge regression
- class labels
- machine learning
- support vector machine svm
- cross validation
- model selection
- decision trees
- evolutionary search
- feature set
- standard svm
- search space
- feature extraction