Multi-objective optimization of ensemble of regression trees using genetic algorithms.
Qian WanRanadip PalPublished in: GlobalSIP (2014)
Keyphrases
- multi objective optimization
- regression trees
- random forests
- regression problems
- genetic algorithm
- multi objective
- evolutionary algorithm
- genetic programming
- ensemble methods
- random forest
- decision trees
- regression model
- cross validation
- nsga ii
- linear regression
- differential evolution
- neural network
- conditional random fields
- linear model
- optimization algorithm
- logistic regression
- multi objective evolutionary algorithms
- base classifiers
- evolutionary computation
- linear models
- fitness function
- information extraction
- feature selection
- prediction accuracy
- ensemble learning
- optimization problems
- generative model
- decision rules
- machine learning algorithms
- feature set
- input space
- objective function
- metaheuristic