A Method for Database Model Selection.
Noa Roy-HubaraPeretz ShovalArnon SturmPublished in: BPMDS/EMMSAD@CAiSE (2019)
Keyphrases
- model selection
- cross validation
- machine learning
- parameter estimation
- selection criterion
- parameter determination
- hyperparameters
- sample size
- mixture model
- prior knowledge
- statistical model
- data sets
- markov random field
- mutual information
- probabilistic model
- objective function
- similarity measure
- bayesian methods
- image sequences
- error estimation
- leave one out cross validation