Cross Validation of Tempest-D and Raincube Observations.
V. ChandrasekarChandrasekar RadhakrishnanSteven C. ReisingWesley K. BergShannon T. BrownSimone TanelliOusmane O. SyGian Franco SaccoPublished in: IGARSS (2021)
Keyphrases
- cross validation
- model selection
- support vector
- variable selection
- hyperparameters
- generalization error
- cross validated
- training set
- regression problems
- unseen data
- information criterion
- machine learning
- error estimates
- bayesian framework
- support vector machine
- regularization parameter
- ls svm
- leave one out cross validation
- nearest neighbor classifiers