Model selection for clustering of pharmacokinetic responses.
Rui P. GuerraAlexandra M. CarvalhoPaulo MateusPublished in: Comput. Methods Programs Biomed. (2018)
Keyphrases
- model selection
- cross validation
- bayesian information criterion
- unsupervised learning
- hyperparameters
- regression model
- parameter estimation
- statistical learning
- k means
- clustering algorithm
- bayesian learning
- clustering method
- sample size
- meta learning
- mixture model
- statistical inference
- selection criterion
- error estimation
- bayesian methods
- gaussian process
- cluster analysis
- leave one out cross validation
- information criterion
- generalization error
- variable selection
- marginal likelihood
- data points
- feature selection
- high dimensional data
- model selection criteria
- automatic model selection
- bayesian model selection
- machine learning
- motion segmentation
- spectral clustering
- prior knowledge
- objective function