Decision Trees with Short Explainable Rules.
Victor Feitosa SouzaFerdinando CicaleseEduardo Sany LaberMarco MolinaroPublished in: NeurIPS (2022)
Keyphrases
- decision trees
- rule sets
- rule induction
- decision rules
- classification rules
- decision lists
- feature construction
- rule learning
- machine learning
- random forest
- decision tree induction
- active databases
- association rules
- training data
- predictive accuracy
- decision table
- database
- decision tree algorithm
- rule extraction
- neural network
- learning rules
- concept learning
- artificial intelligence
- information systems
- attribute values
- machine learning algorithms
- case based reasoning
- knowledge representation