Towards Principled Synthetic Benchmarks for Explainable Rule Set Learning Algorithms.
David PätzelMichael HeiderJörg HähnerPublished in: GECCO Companion (2023)
Keyphrases
- rule sets
- learning algorithm
- decision trees
- decision rules
- classification rules
- machine learning algorithms
- error rate
- rule base
- rule learning
- association rules
- rough set theory
- rule generation
- fuzzy rules
- training data
- machine learning
- rule induction
- real world
- membership functions
- active learning
- data mining algorithms
- supervised learning
- reinforcement learning
- data sets
- learning scheme
- knowledge base
- computer vision
- meta rules