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Empirical Evaluation of the Difficulty of Finding a Good Value of k for the Nearest Neighbor.
Francisco J. Ferrer-Troyano
Jesús S. Aguilar-Ruiz
José Cristóbal Riquelme Santos
Published in:
International Conference on Computational Science (2003)
Keyphrases
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empirical evaluation
nearest neighbor
high dimensional
k nearest neighbor
knn
nearest neighbor classifier
distance function
high dimensional data
machine learning
object detection
feature vectors
index structure
multiscale
decision making
classification rules
nearest neighbor search
databases