Evolutionary Induction of Decision Trees for Misclassification Cost Minimization.
Marek KretowskiMarek GrzesPublished in: ICANNGA (1) (2007)
Keyphrases
- cost minimization
- decision trees
- constructive induction
- rule induction
- induction algorithms
- multivariate decision trees
- oblique decision trees
- evolutionary computation
- machine learning
- decision tree induction
- naive bayes
- error rate
- decision tree learning
- predictive accuracy
- cost sensitive
- data mining methods
- rule sets
- rough sets
- program synthesis
- decision tree algorithm
- inductive learning
- misclassification rate
- evolutionary optimization
- genetic algorithm
- inductive logic programming
- decision rules
- machine learning algorithms
- training data
- subgroup discovery
- misclassification costs
- attribute selection
- concept learning
- classification rules
- evolutionary algorithm
- training set
- phylogenetic trees
- production cost
- feature construction
- ensemble methods