Evolutionary Induction of Mixed Decision Trees.
Marek KretowskiMarek GrzesPublished in: Int. J. Data Warehous. Min. (2007)
Keyphrases
- decision trees
- constructive induction
- rule induction
- induction algorithms
- multivariate decision trees
- oblique decision trees
- evolutionary computation
- machine learning
- continuous valued attributes
- decision tree induction
- decision tree learning
- naive bayes
- predictive accuracy
- genetic algorithm
- concept learning
- logistic regression
- inductive learning
- random forest
- classification rules
- rough sets
- decision rules
- machine learning algorithms
- inductive logic programming
- training data
- inductive bias
- evolutionary optimization
- feature construction
- classification models
- domain knowledge
- ensemble methods
- functional programs
- evolutionary algorithm
- subgroup discovery
- concept formation
- inductive inference
- evolutionary methods
- multi objective
- boosted decision trees
- data mining methods