Optimizing the Induction of Alternating Decision Trees.
Bernhard PfahringerGeoffrey HolmesRichard KirkbyPublished in: PAKDD (2001)
Keyphrases
- decision trees
- constructive induction
- rule induction
- induction algorithms
- multivariate decision trees
- oblique decision trees
- continuous valued attributes
- decision tree induction
- naive bayes
- decision rules
- predictive accuracy
- machine learning
- inductive learning
- training data
- decision tree algorithm
- data mining methods
- inductive logic programming
- decision tree learning
- rough sets
- logistic regression
- data sets
- evolutionary algorithm
- inductive bias
- program synthesis
- attribute selection
- logic programs
- machine learning algorithms
- explanation based learning
- inductive inference
- random forests
- classification rules