Finding the right decision tree's induction strategy for a hard real world problem.
Milan ZormanVili PodgorelecPeter KokolMargaret G. E. PetersonMatej SprogarMilan OjstersekPublished in: Int. J. Medical Informatics (2001)
Keyphrases
- decision trees
- real world
- wide range
- machine learning
- data sets
- constructive induction
- case study
- rule induction
- inductive learning
- oblique decision trees
- multivariate decision trees
- induction algorithms
- machine learning algorithms
- neural network
- evolutionary algorithm
- real time
- genetic algorithm
- optimal strategy
- information gain
- inductive logic programming
- decision rules
- synthetic data
- naive bayes
- predictive accuracy
- real life
- decision table
- explanation based learning
- search strategy
- training set
- version space
- data mining
- continuous valued attributes