On taking advantage of opportunistic meta-knowledge to reduce configuration spaces for automated machine learning.
David Jacob KedzioraTien-Dung NguyenKatarzyna MusialBogdan GabrysPublished in: Expert Syst. Appl. (2024)
Keyphrases
- meta knowledge
- machine learning
- meta learning
- knowledge base
- inductive learning
- machine learning algorithms
- decision trees
- domain knowledge
- data mining
- meta rules
- learning tasks
- natural language processing
- supervised learning
- machine learning methods
- model selection
- semi supervised learning
- natural language
- feature selection
- knowledge representation
- high dimensional
- ensemble methods
- learning algorithm
- data sets