Improving Induction Decision Trees with Parallel Genetic Programming.
Gianluigi FolinoClara PizzutiGiandomenico SpezzanoPublished in: PDP (2002)
Keyphrases
- genetic programming
- decision trees
- feature construction
- rule induction
- constructive induction
- classification rules
- induction algorithms
- evolutionary computation
- multivariate decision trees
- fitness function
- symbolic regression
- oblique decision trees
- evolutionary algorithm
- decision tree induction
- grammar guided genetic programming
- regression problems
- grammatical evolution
- machine learning
- predictive accuracy
- decision rules
- parallel programming
- data sets
- gene expression programming
- naive bayes
- data mining methods
- shared memory
- concept learning
- rule sets
- parallel processing
- machine learning algorithms
- parallel implementation
- training data
- inductive logic programming
- multi class
- financial forecasting
- training set
- feature selection