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Fractional Norms and Quasinorms Do Not Help to Overcome the Curse of Dimensionality

The curse of dimensionality causes the well-known and widely discussed problems for machine learning methods. There is a hypothesis that using the Manhattan distance and even fractional [Formula: see text] quasinorms (for p less than 1) can help to overcome the curse of dimensionality in classificat...

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Detalles Bibliográficos
Autores principales: Mirkes, Evgeny M., Allohibi, Jeza, Gorban, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7597215/
https://www.ncbi.nlm.nih.gov/pubmed/33286874
http://dx.doi.org/10.3390/e22101105