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Theoretical properties of distance distributions and novel metrics for nearest-neighbor feature selection
The performance of nearest-neighbor feature selection and prediction methods depends on the metric for computing neighborhoods and the distribution properties of the underlying data. Recent work to improve nearest-neighbor feature selection algorithms has focused on new neighborhood estimation metho...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7870093/ https://www.ncbi.nlm.nih.gov/pubmed/33556091 http://dx.doi.org/10.1371/journal.pone.0246761 |