Applying Model-Based Optimization to Hyperparameter Optimization in Machine Learning.
Bernd BischlPublished in: MetaSel@PKDD/ECML (2015)
Keyphrases
- machine learning
- optimization algorithm
- data mining
- optimization methods
- constrained optimization
- natural language processing
- maximum likelihood
- global optimization
- machine learning methods
- optimization approaches
- optimization process
- optimization method
- knowledge acquisition
- supervised learning
- information extraction
- pattern recognition
- feature selection