Fast Hybrid Oracle-Explainer Approach to Explainability Using Optimized Search of Comprehensible Decision Trees.
Mateusz SzczepanskiMarek PawlickiRafal KozikMichal ChorasPublished in: DSAA (2022)
Keyphrases
- decision trees
- search algorithm
- search space
- database
- search methods
- fine tune
- decision tree induction
- search strategy
- information retrieval
- machine learning
- data sets
- data model
- text classification
- rule sets
- search strategies
- predictive accuracy
- search queries
- exhaustive search
- databases
- feature construction
- attribute selection
- constructive induction