Ensembles of Multi-Objective Decision Trees.
Dragi KocevCeline VensJan StruyfSaso DzeroskiPublished in: ECML (2007)
Keyphrases
- decision trees
- multi objective
- evolutionary algorithm
- ensemble methods
- optimization algorithm
- multi objective optimization
- decision tree induction
- multiple objectives
- random forest
- random forests
- multiobjective optimization
- predictive accuracy
- genetic algorithm
- naive bayes
- particle swarm optimization
- objective function
- decision tree algorithm
- logistic regression
- conflicting objectives
- machine learning algorithms
- base classifiers
- training data
- multi objective optimization problems
- training set
- regression trees
- nsga ii
- classification rules
- decision rules
- pareto optimal
- machine learning
- optimum design
- rule induction
- ensemble learning
- feature construction
- constructive induction
- multi objective evolutionary algorithms
- evolutionary optimization
- bi objective
- decision tree learning
- nearest neighbour