Regression-Based Active Learning for Accessible Acceleration of Ultra-Large Library Docking.
Egor MarinMargarita KovalevaMaria KadukovaKhalid MustafinPolina KhornAndrey RogachevAlexey MishinAlbert GuskovValentin BorshchevskiyPublished in: J. Chem. Inf. Model. (2024)
Keyphrases
- active learning
- high speed
- pool based active learning
- supervised learning
- learning strategies
- semi supervised
- selective sampling
- random sampling
- learning algorithm
- training examples
- learning process
- active learning strategies
- machine learning
- crowd sourced
- relevance feedback
- databases
- online learning
- training set
- real time
- labeled data
- unlabeled data
- feature space
- search engine
- experimental design
- cross platform
- genetic algorithm
- information retrieval
- neural network
- imbalanced data classification