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Considerations about sample-size sensitivity of a family of edited nearest-neighbor rules.
Francesc J. Ferri
Jesús V. Albert
Enrique Vidal
Published in:
IEEE Trans. Syst. Man Cybern. Part B (1999)
Keyphrases
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sample size
nearest neighbor
finite sample
statistical power
classification rules
model selection
small sample size
upper bound
k nearest neighbor
knn
small sample
random sampling
statistical tests
progressive sampling
special case
high dimensional data
pac learning
high dimensional
number of training samples
confidence intervals
decision rules
data points
experimental design
vc dimension
small samples
training set
covariance matrix
association rules
variance reduction
generalization error
random sample
random samples
feature extraction