Practical Bayesian Optimization of Machine Learning Algorithms.
Jasper SnoekHugo LarochelleRyan P. AdamsPublished in: NIPS (2012)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- predictive accuracy
- machine learning methods
- random forests
- learning problems
- decision trees
- real world
- machine learning models
- learning tasks
- machine learning approaches
- learning models
- input features
- transfer learning
- machine learning systems
- supervised learning algorithms
- information extraction
- multiclass classification
- statistical machine learning
- optimization method
- semi supervised
- data structure
- bayesian networks
- data mining