Evolving Fuzzy Decision Trees with Genetic Programming and Clustering.
Jeroen EggermontPublished in: EuroGP (2002)
Keyphrases
- genetic programming
- decision trees
- feature construction
- k means
- fitness function
- clustering algorithm
- classification rules
- gene expression programming
- regression problems
- predictive accuracy
- evolutionary computation
- categorical data
- clustering method
- random forest
- financial forecasting
- graph theoretic
- data points
- evolutionary algorithm
- training data
- cluster analysis
- data clustering
- symbolic regression
- hierarchical clustering
- grammar guided genetic programming
- information theoretic
- spectral clustering
- rule based systems
- decision rules
- machine learning algorithms
- decision tree induction
- supervised learning
- decision tree algorithm
- learning algorithm
- decision tree learning
- genetic algorithm
- machine learning
- grammatical evolution
- predictive clustering trees
- neural network