Challenges in KNN Classification

The KNN algorithm is one of the most popular data mining algorithms. It has been widely and successfully applied to data analysis applications across a variety of research topics in computer science. This paper illustrates that, despite its success, there remain many challenges in KNN classification...

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Vydáno v:	IEEE transactions on knowledge and data engineering Ročník 34; číslo 10; s. 4663 - 4675
Hlavní autor:	Zhang, Shichao
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.10.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Algorithms Classification classification rule Data analysis Data mining KNN classification lazy learning Licenses Nearest neighbor methods Partitioning algorithms Prediction algorithms Training Training data
ISSN:	1041-4347, 1558-2191
On-line přístup:	Získat plný text
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