Revisiting Machine-Learning based Drug Repurposing: Drug Indications Are Not a Right Prediction Target.
Siun KimJung-Hyun WonDavid Seung U. LeeRenqian LuoLijun WuYingce XiaTao QinHoward LeePublished in: CHIL (2023)
Keyphrases
- machine learning
- drug design
- prediction model
- machine learning methods
- prediction accuracy
- active learning
- pattern recognition
- information extraction
- physico chemical
- chemical compounds
- drug discovery
- case study
- data sets
- natural language processing
- decision trees
- kernel methods
- learning tasks
- information systems
- computer vision
- data mining
- support vector machine
- machine learning algorithms
- feature selection
- machine learning approaches
- learning algorithm
- information retrieval
- protein secondary structure prediction