Practical Bayesian Optimization of Machine Learning Algorithms
Jasper SnoekHugo LarochelleRyan Prescott AdamsPublished in: CoRR (2012)
Keyphrases
- machine learning algorithms
- benchmark data sets
- machine learning
- learning algorithm
- decision trees
- machine learning methods
- predictive accuracy
- learning problems
- learning tasks
- machine learning approaches
- machine learning systems
- random forests
- statistical machine learning
- machine learning models
- input features
- standard machine learning algorithms
- learning models
- bayesian networks
- optimization method
- artificial neural networks
- data sets
- learning systems
- data structure
- neural network