Functional Entropy and Decision Trees.
V. CheushevVlad P. ShmerkoDan A. SimoviciSvetlana N. YanushkevichPublished in: ISMVL (1998)
Keyphrases
- decision trees
- decision tree induction
- information theoretic
- gini index
- information theory
- machine learning algorithms
- information entropy
- predictive accuracy
- machine learning
- random forest
- functional analysis
- mutual information
- logistic regression
- decision tree learning
- naive bayes
- decision tree algorithm
- neural network
- information gain
- genetic algorithm
- data mining
- nearest neighbour
- base classifiers
- ensemble methods
- website
- decision rules
- feature set
- training set
- training data