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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...
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| Published in: | PLoS One |
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| Main Authors: | , , |
| Format: | Artigo |
| Language: | Inglês |
| Published: |
Public Library of Science
2021
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| Subjects: | |
| Online Access: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7870093/ https://ncbi.nlm.nih.gov/pubmed/33556091 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0246761 |
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