A Novel Node Splitting Criteria for Decision Trees Based on Theil Index.
Shina SheenR. AnithaPublished in: ICONIP (2) (2012)
Keyphrases
- decision trees
- decision tree induction
- leaf nodes
- naive bayes
- multiple criteria
- predictive accuracy
- random forest
- machine learning
- decision tree algorithm
- attribute selection
- feature construction
- evaluation criteria
- decision rules
- tree structure
- rule induction
- structural similarity
- classification trees
- constructive induction
- database
- machine learning algorithms
- rough sets
- training data
- decision tree learning
- gini index