PreCall: A Visual Interface for Threshold Optimization in ML Model Selection.
Christoph KinkeldeyClaudia Müller-BirnTom GülenmanJesse Josua BenjaminAaron HalfakerPublished in: CoRR (2019)
Keyphrases
- model selection
- visual interface
- cross validation
- hyperparameters
- bayesian learning
- error estimation
- parameter estimation
- regression model
- sample size
- maximum likelihood
- variable selection
- machine learning
- mixture model
- gaussian process
- information criterion
- model selection criteria
- user interface
- generalization error
- selection criterion
- statistical inference
- bayesian information criterion
- marginal likelihood
- feature selection
- automatic model selection
- expert systems
- information visualization
- data mining