Cross-Validation of Scatterometer Measurements via Sea-Level Pressure Retrieval.
Jérôme PatouxRalph C. FosterPublished in: IEEE Trans. Geosci. Remote. Sens. (2012)
Keyphrases
- cross validation
- model selection
- error estimates
- support vector
- cross validated
- variable selection
- hyperparameters
- generalization error
- regression problems
- training set
- regularization parameter
- nearest neighbor classifiers
- neural network
- ls svm
- leave one out cross validation
- information criterion
- generalization ability
- closed form
- maximum likelihood
- database
- markov random field
- least squares support vector machine
- error estimation
- unseen data