An Improved Algorithm for Incremental Induction of Decision Trees.
Paul E. UtgoffPublished in: ICML (1994)
Keyphrases
- decision trees
- constructive induction
- rule induction
- induction algorithms
- multivariate decision trees
- oblique decision trees
- machine learning
- continuous valued attributes
- decision tree induction
- random forest
- naive bayes
- predictive accuracy
- incremental learning
- random forests
- decision rules
- decision tree algorithm
- machine learning algorithms
- decision tree learning
- training data
- incremental version
- inductive inference
- explanation based learning
- logistic regression
- data mining methods
- rule sets
- data driven
- active learning
- incremental clustering
- inductive bias
- data mining
- concept formation
- attribute selection
- data sets
- inductive learning
- rough set theory
- classification rules