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A new belief-based K-nearest neighbor classification method

✍ Scribed by Zhun-ga Liu; Quan Pan; Jean Dezert

Book ID: 118239476
Publisher: Elsevier Science
Year: 2013
Tongue: English
Weight: 490 KB
Volume: 46
Category: Article
ISSN: 0031-3203
DOI: 10.1016/j.patcog.2012.10.001

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A new nearest-neighbor (NN) rule is proposed. In this rule, the k-nearest neighbors of an input sample are obtained in each class. Two classification examples are presented to test the NN rule proposed. The number of samples misclassified N is evaluated. The minimum of N in the the NN rule proposed