A new approach in model selection using fuzzy decision making-a trade off between probability and possibility theories.
Hamed Shakouri GanjaviS. Kamalaldin Yadavar NikraveshPublished in: SMC (2000)
Keyphrases
- model selection
- trade off
- decision making
- cross validation
- hyperparameters
- sample size
- parameter estimation
- probability theory
- regression model
- statistical inference
- decision makers
- variable selection
- statistical learning
- model selection criteria
- probability distribution
- bayesian learning
- error estimation
- meta learning
- selection criterion
- mixture model
- generalization error
- machine learning
- motion segmentation
- feature selection
- automatic model selection
- information criterion
- marginal likelihood
- confidence intervals
- posterior probability
- bayesian networks
- probability model
- bayesian information criterion
- data mining
- parameter determination