Data set operations to hide decision tree rules.
Dimitris KallesVassilios S. VerykiosGeorgios FeretzakisAthanasios PapagelisPublished in: CoRR (2017)
Keyphrases
- decision trees
- data sets
- rule sets
- classification rules
- training set
- decision rules
- rule induction
- training data
- real world
- decision table
- predictive accuracy
- rule extraction
- machine learning algorithms
- induction algorithms
- decision tree algorithm
- original data
- classification trees
- decision tree induction
- domain knowledge
- association rules
- decision tree learning
- continuous valued attributes
- random forest
- rule base
- rough set theory
- logistic regression
- input data
- rough sets
- data sources
- machine learning
- neural network