Optimization of Aerosol Model Selection for TROPOMI/S5P.
Lanlan RaoJian XuDmitry S. EfremenkoDiego G. LoyolaAdrian DoicuPublished in: Remote. Sens. (2021)
Keyphrases
- model selection
- cross validation
- hyperparameters
- parameter estimation
- sample size
- bayesian learning
- statistical learning
- regression model
- machine learning
- model selection criteria
- gaussian process
- motion segmentation
- statistical inference
- error estimation
- mixture model
- meta learning
- generalization error
- bayesian methods
- variable selection
- marginal likelihood
- grid search
- feature selection
- parameter determination
- data sets
- selection criterion
- leave one out cross validation
- bayesian model selection
- high dimensional
- automatic model selection