Interpretable Rule Discovery Through Bilevel Optimization of Split-Rules of Nonlinear Decision Trees for Classification Problems.
Yashesh D. DhebarKalyanmoy DebPublished in: CoRR (2020)
Keyphrases
- rule discovery
- classification rules
- decision trees
- rule sets
- evolution strategy
- rule learning
- ant miner
- subgroup discovery
- contrast set mining
- genetic programming
- data mining
- learning classifier systems
- data mining algorithms
- pattern discovery
- association rules
- association rule mining
- optimization algorithm
- knowledge discovery
- training data
- decision rules
- data mining techniques
- optimization problems
- evolutionary algorithm
- optimization method
- interestingness measures
- machine learning
- neural network