Optimal ensemble construction via meta-evolutionary ensembles.
YongSeog KimW. Nick StreetFilippo MenczerPublished in: Expert Syst. Appl. (2006)
Keyphrases
- ensemble methods
- ensemble learning
- random forests
- neural network
- neural network ensemble
- classifier ensemble
- genetic algorithm
- ensemble members
- base classifiers
- dynamic programming
- decision trees
- generalization ability
- optimal design
- ensemble classifier
- training set
- optimal solution
- ensemble selection
- ensemble feature selection
- optimal control
- benchmark datasets
- meta level
- feature ranking
- construction process
- tree ensembles