Cross validation of observations from GPM dual-frequnecy precipitation radar with S-band ground radar measurents over the Dallas - Fort worth region.
Sounak Kumar BiswasV. ChandrasekarPublished in: IGARSS (2017)
Keyphrases
- cross validation
- model selection
- variable selection
- support vector
- hyperparameters
- training set
- generalization error
- information criterion
- regression problems
- cross validated
- error estimates
- regularization parameter
- leave one out cross validation
- nearest neighbor classifiers
- unseen data
- data sets
- ls svm
- least squares
- training data
- feature selection
- grid search