Incremental Search Space Construction for Machine Learning Pipeline Synthesis.
Marc-André ZöllerTien-Dung NguyenMarco F. HuberPublished in: CoRR (2021)
Keyphrases
- machine learning
- search space
- search algorithm
- machine learning algorithms
- data mining
- heuristic search
- incremental learning
- learning algorithm
- decision trees
- pattern recognition
- information extraction
- search strategy
- learning tasks
- supervised learning
- artificial intelligence
- supervised machine learning
- machine learning approaches
- active learning
- metaheuristic
- fitness function
- computer science
- machine learning methods
- neural network
- texture synthesis
- inductive learning
- incremental clustering
- prune the search space
- reduce the search space
- program synthesis
- solution space
- semi supervised learning
- model selection
- natural language processing
- state space
- reinforcement learning
- feature selection