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Robust Distance Measures for kNN Classification of Cancer Data

The k-Nearest Neighbor (kNN) classifier represents a simple and very general approach to classification. Still, the performance of kNN classifiers can often compete with more complex machine-learning algorithms. The core of kNN depends on a “guilt by association” principle where classification is pe...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Cancer Inform
Hauptverfasser: Ehsani, Rezvan, Drabløs, Finn
Format: Artigo
Sprache:Inglês
Veröffentlicht: SAGE Publications 2020
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7573750/
https://ncbi.nlm.nih.gov/pubmed/33116353
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/1176935120965542
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