Interpretable Rule Discovery Through Bilevel Optimization of Split-Rules of Nonlinear Decision Trees for Classification Problems.
Yashesh D. DhebarKalyanmoy DebPublished in: IEEE Trans. Cybern. (2021)
Keyphrases
- rule discovery
- classification rules
- decision trees
- evolution strategy
- rule sets
- rule learning
- ant miner
- subgroup discovery
- pattern discovery
- genetic programming
- global optimization
- contrast set mining
- decision rules
- optimization algorithm
- learning classifier systems
- association rules
- classification algorithm
- machine learning
- naive bayes
- fuzzy rules
- global search
- particle swarm optimization algorithm
- optimization method
- association rule mining
- error rate
- knowledge discovery
- search space
- training data
- genetic algorithm