Improved Information Gain Estimates for Decision Tree Induction.
Sebastian NowozinPublished in: ICML (2012)
Keyphrases
- information gain
- decision tree induction
- decision trees
- attribute selection
- chi squared
- data mining methods
- mutual information
- naive bayes
- text categorization
- machine learning
- logistic regression
- feature selection
- random forest
- training data
- cross validation
- ensemble methods
- training set
- classification rules
- machine learning algorithms
- induction algorithms
- learning algorithm