A review of automatic selection methods for machine learning algorithms and hyper-parameter values.
Gang LuoPublished in: Netw. Model. Anal. Health Informatics Bioinform. (2016)
Keyphrases
- machine learning algorithms
- machine learning methods
- parameter values
- benchmark data sets
- automatic selection
- machine learning
- learning algorithm
- predictive accuracy
- parameter settings
- learning problems
- machine learning approaches
- machine learning models
- parameter space
- data mining
- transfer learning
- decision trees
- learning models
- supervised learning algorithms
- cross validation
- random forests
- meta learning
- image processing
- machine learning systems