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Generalization Performance of Classifiers in Terms of Observed Covering Numbers.
John Shawe-Taylor
Nello Cristianini
Published in:
EuroCOLT (1999)
Keyphrases
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covering numbers
gaussian kernels
support vector
vc dimension
generalization bounds
feature selection
training data
optimal solution
training set
sample size
learning rate
supervised classification
uniform convergence