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Sample size calculation from specified RMS of the resubstitution error for linear classifiers.
Amin Zollanvari
Ulisses M. Braga-Neto
Edward R. Dougherty
Published in:
GENSiPS (2009)
Keyphrases
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sample size
generalization error
linear classifiers
model selection
upper bound
random sampling
hyperparameters
covariance matrix
worst case
cross validation
variance reduction
statistical power
progressive sampling
vc dimension
feature selection