Microphysical cross validation of spaceborne radar and ground polarimetric radar.
V. ChandrasekarSteven M. BolenEugenio GorgucciPublished in: IEEE Trans. Geosci. Remote. Sens. (2003)
Keyphrases
- cross validation
- sar data
- radar data
- model selection
- synthetic aperture radar
- automatic target recognition
- radar images
- sar imagery
- hyperparameters
- sar images
- variable selection
- cross validated
- generalization error
- synthetic aperture
- support vector
- regression problems
- unseen data
- target recognition
- training set
- regularization parameter
- nearest neighbor classifiers
- neural network
- error estimates
- training data
- information criterion
- maximum likelihood
- ls svm
- parameter estimation