Genetic Programming Based Ensemble System for Microarray Data Classification.
Kun-Hong LiuMuchenxuan TongShu-Tong XieVincent To-Yee NgPublished in: Comput. Math. Methods Medicine (2015)
Keyphrases
- genetic programming
- microarray data classification
- ensemble learning
- discriminant analysis
- regression problems
- ensemble methods
- fitness function
- gene selection
- generalization ability
- symbolic regression
- cancer diagnosis
- base classifiers
- ensemble classifier
- evolutionary algorithm
- microarray data
- neural network
- random forest
- address these issues
- training set
- concept drift
- genetic algorithm
- feature ranking
- cost sensitive
- prediction accuracy
- unlabeled data
- multi class
- active learning
- feature selection
- machine learning