Efficient hyperparameter optimization by using Bayesian optimization for drug-target interaction prediction.
Tomohiro BanMasahito OhueYutaka AkiyamaPublished in: ICCABS (2017)
Keyphrases
- optimization process
- global optimization
- optimization algorithm
- efficient optimization
- real time
- optimization problems
- prediction accuracy
- gaussian processes
- optimization model
- database systems
- user interaction
- feature selection
- learning algorithm
- prior information
- machine learning
- constrained optimization
- data sets