Variable Selection Heuristics and Optimum Decision Trees - An Experimental Study.
Masahiro MiyakawaNobuyuki OtsuIvo G. RosenbergPublished in: ISMVL (2002)
Keyphrases
- decision trees
- machine learning
- predictive accuracy
- naive bayes
- decision tree induction
- decision rules
- random forest
- machine learning algorithms
- logistic regression
- data mining methods
- decision tree learning
- training data
- training set
- global optimum
- rule induction
- feature construction
- decision tree algorithm
- neural network
- classification trees
- data sets
- multivariate decision trees
- classification models
- databases
- base classifiers
- random forests
- rule sets
- classification rules
- optimal solution
- artificial intelligence
- real world
- real time