Meta-Learning Initializations for Low-Resource Drug Discovery.
Cuong Q. NguyenConstantine KreatsoulasKim M. BransonPublished in: CoRR (2020)
Keyphrases
- meta learning
- drug discovery
- inductive learning
- learning tasks
- model selection
- pharmaceutical industry
- virtual screening
- data mining
- machine learning algorithms
- scientific data
- decision trees
- early stage
- machine learning
- feature selection
- systems biology
- metamodel
- supervised learning
- data sets
- feature extraction
- discovery process
- biological systems
- base classifiers
- learning algorithm
- knowledge acquisition
- reinforcement learning