Improving Model Selection by Employing the Test Data.
Max WestphalWerner BrannathPublished in: ICML (2019)
Keyphrases
- model selection
- test data
- cross validation
- hyperparameters
- test set
- test cases
- training data
- selection criterion
- training set
- mixture model
- regression model
- gaussian process
- variable selection
- machine learning
- feature selection
- data sets
- statistical inference
- information criterion
- marginal likelihood
- decision trees
- database
- model selection criteria
- automatic model selection
- search based testing
- unsupervised learning
- data mining