Consistency of the $k$-nearest neighbors rule for functional data
The problem of nonparametric classification by $k$-nearest neighbors rule in a general metric space will be considered. Consistency and strong consistency of the classifier will be established under mild conditions.
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Main Author: | Younso, Ahmad |
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Format: | Article |
Language: | English |
Published: |
Académie des sciences
2023-01-01
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Series: | Comptes Rendus. Mathématique |
Online Access: | https://comptes-rendus.academie-sciences.fr/mathematique/articles/10.5802/crmath.402/ |
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