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Field and Airborne Spectroscopy Cross Validation - Some Considerations.
Andreas Hueni
Alexander Damm
Mathias Kneubühler
Daniel Schläpfer
Michael E. Schaepman
Published in:
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2017)
Keyphrases
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cross validation
model selection
infrared
hyperparameters
variable selection
support vector
generalization error
cross validated
training set
regression problems
regularization parameter
unseen data
nearest neighbor classifiers
incremental learning
image reconstruction
upper bound
neural network