Progress towards prognostic health management of passive components in advanced reactors - Model selection and evaluation.
Surajit RoyGerges DibPradeep RamuhalliEvelyn H. HirtMatthew S. ProwantLorenzo LuziAllan F. PardiniStan G. PitmanPublished in: ICPHM (2015)
Keyphrases
- model selection
- cross validation
- health management
- hyperparameters
- regression model
- sample size
- parameter estimation
- bayesian learning
- mixture model
- model selection criteria
- selection criterion
- machine learning
- statistical inference
- feature selection
- clinical data
- prognostic models
- marginal likelihood
- engineering systems
- parameter determination
- data sets
- automatic model selection
- information criterion
- variable selection
- computational intelligence
- data mining