Generalized Conditional Entropy and Decision Trees.
Dan A. SimoviciSzymon JaroszewiczPublished in: EGC (2003)
Keyphrases
- conditional entropy
- decision trees
- information theory
- mutual information
- information theoretic
- decision tree induction
- bayes error rate
- training data
- naive bayes
- rule induction
- feature construction
- logistic regression
- decision rules
- classification rules
- decision tree algorithm
- classification trees
- random forest
- data mining methods
- rule sets
- data sets
- machine learning algorithms
- lower bound
- similarity measure
- machine learning