Decision Tree's Induction Strategies Evaluated on a Hard Real World Problem.
Milan ZormanVili PodgorelecPeter KokolMargaret G. E. PetersonJoseph M. LanePublished in: CBMS (2000)
Keyphrases
- decision trees
- real world
- oblique decision trees
- machine learning
- multivariate decision trees
- constructive induction
- data sets
- wide range
- decision tree induction
- machine learning algorithms
- induction algorithms
- search strategies
- data mining
- case study
- decision rules
- rule induction
- concept learning
- predictive accuracy
- decision table
- inductive learning
- synthetic data
- naive bayes
- real life
- rough set theory
- explanation based learning
- classification rules
- version space
- genetic programming
- decision tree algorithm
- decision tree learning
- inductive bias
- information systems