A New Method for Learning Decision Trees from Rules.
Amany AbdelhalimIssa TraoréPublished in: ICMLA (2009)
Keyphrases
- decision trees
- boosted decision trees
- decision rules
- similarity measure
- cost function
- decision tree learning
- prior knowledge
- feature set
- decision lists
- induction algorithms
- learning scheme
- segmentation method
- detection method
- unsupervised learning
- knowledge acquisition
- support vector machine
- neural network
- genetic algorithm
- classification accuracy
- learning problems
- inductive bias
- machine learning
- constructive induction
- clustering algorithm
- rule learning
- learning mechanism
- objective function
- computational complexity
- pairwise
- error rate
- learning process
- clustering method
- active learning
- significant improvement
- data sets
- dynamic programming