Interpretable Machine Learning with Bitonic Generalized Additive Models and Automatic Feature Construction.
Noëlie CherrierMichael MayoJean-Philippe PoliMaxime DefurneFranck SabatiéPublished in: DS (2020)
Keyphrases
- feature construction
- machine learning
- generalized additive models
- genetic programming
- decision trees
- data representation
- concept learning
- rule learning
- feature selection
- machine learning algorithms
- supervised learning
- data mining
- learning tasks
- semi supervised learning
- dimension reduction
- learning algorithm
- knowledge acquisition
- support vector machine
- pattern mining
- learning problems
- knowledge discovery
- domain knowledge
- reinforcement learning