Particle Swarm Optimization for Model Selection of Aircraft Maintenance Predictive Models.
Abdellatif El AfiaMalek SarhaniPublished in: BDCA (2017)
Keyphrases
- model selection
- parameter estimation
- cross validation
- particle swarm optimization
- hyperparameters
- bayesian learning
- statistical learning
- machine learning
- statistical inference
- model selection criteria
- mixture model
- selection criterion
- regression model
- sample size
- multivariate regression
- error estimation
- marginal likelihood
- meta learning
- generalization error
- feature selection
- bayesian methods
- variable selection
- statistical models
- information criterion
- automatic model selection
- gaussian process
- motion segmentation
- em algorithm
- leave one out cross validation
- maximum likelihood
- bayesian approaches
- learning algorithm