Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning.
Tien-Dung NguyenDavid Jacob KedzioraKatarzyna MusialBogdan GabrysPublished in: IJCNN (2021)
Keyphrases
- meta knowledge
- machine learning
- meta learning
- search space
- knowledge base
- meta rules
- inductive learning
- learning tasks
- active learning
- model selection
- machine learning algorithms
- machine learning methods
- knowledge acquisition
- domain knowledge
- image classification
- data model
- multi class
- natural language processing
- expert systems
- optimal solution
- base classifiers
- reinforcement learning
- training data
- decision trees