How to approach machine learning-based prediction of drug/compound-target interactions.
Heval Atas GüvenilirTunca DoganPublished in: J. Cheminformatics (2023)
Keyphrases
- machine learning
- prediction accuracy
- machine learning methods
- inductive learning
- drug design
- prediction model
- learning algorithm
- prediction error
- learning systems
- machine learning algorithms
- knowledge acquisition
- computational intelligence
- information extraction
- predictive modeling
- support vector machine
- natural language processing
- data analysis
- text classification
- clinical trials
- reinforcement learning
- decision trees
- feature selection
- moving target
- pharmaceutical industry
- machine learning and statistical
- computational biology
- data mining
- machine learning approaches
- prediction algorithm
- protein interaction
- target object
- learning tasks
- semi supervised learning
- model selection
- knowledge discovery
- pattern recognition
- knowledge base
- artificial intelligence
- genetic algorithm
- information retrieval