What Are the Limits of Evolutionary Induction of Decision Trees?
Krzysztof JurczukDaniel ReskaMarek KretowskiPublished in: PPSN (2) (2018)
Keyphrases
- decision trees
- constructive induction
- rule induction
- induction algorithms
- multivariate decision trees
- oblique decision trees
- evolutionary computation
- decision tree induction
- continuous valued attributes
- genetic algorithm
- machine learning
- evolutionary optimization
- predictive accuracy
- decision tree learning
- inductive bias
- classification rules
- attribute selection
- feature construction
- training data
- inductive learning
- classification trees
- moving target defense
- decision tree algorithm
- machine learning algorithms
- naive bayes
- training set
- program synthesis
- grammatical evolution
- classification models
- data sets
- data mining methods
- rule sets
- decision rules
- logistic regression
- rough sets
- evolutionary algorithm
- prediction accuracy
- data mining
- case study
- association rules
- boosted decision trees
- concept drifting data streams
- simulated annealing
- regression trees
- concept learning
- evolutionary process