A hybrid decision tree/genetic algorithm for coping with the problem of small disjuncts in data mining.
Deborah R. CarvalhoAlex Alves FreitasPublished in: GECCO (2000)
Keyphrases
- small disjuncts
- genetic algorithm
- data mining
- decision trees
- error prone
- decision tree induction
- data mining methods
- machine learning
- data mining techniques
- class imbalance
- neural network
- machine learning algorithms
- naive bayes
- association rules
- text mining
- fitness function
- pattern mining
- knowledge discovery
- evolutionary algorithm
- ensemble methods
- decision tree algorithm
- training data
- text classification
- multi class
- class distribution
- meta learning
- reinforcement learning