KNN

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Glossary

K-Nearest Neighbors

Der k-nächste Nachbarn (KNN) Algorithmus ist ein nichtparametrischer, überwachter Lernalgorithmus, der für Klassifizierungs- und Regressionsaufgaben im maschinellen Lernen verwendet wird. Er sagt Ergebnisse voraus, indem er die 'k' nächsten Datenpunkte findet, Distanzmetriken und Mehrheitsentscheidungen nutzt und ist für seine Einfachheit und Vielseitigkeit bekannt.

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