SIRUS.jl: Interpretable Machine Learning via Rule Extraction.
Rik HuijzerFrank BlaauwRuud J. R. Den HartighPublished in: J. Open Source Softw. (2023)
Keyphrases
- rule extraction
- machine learning
- classification rules
- black box
- rough sets
- neural network
- feature selection
- decision trees
- rough set theory
- fuzzy rules
- association rules
- data analysis
- linguistic rules
- rule sets
- knowledge reduction
- trained neural networks
- rough fuzzy
- pattern recognition
- data mining
- genetic programming
- decision rules
- text mining
- learning tasks
- training data
- rule induction
- attribute reduction
- computer vision
- artificial intelligence
- semi supervised learning
- supervised learning
- image processing
- rule generation
- learning algorithm
- information retrieval
- software effort