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STatistical Inference Relief (STIR) feature selection
MOTIVATION: Relief is a family of machine learning algorithms that uses nearest-neighbors to select features whose association with an outcome may be due to epistasis or statistical interactions with other features in high-dimensional data. Relief-based estimators are non-parametric in the statistic...
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| Publicado no: | Bioinformatics |
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| Main Authors: | , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Oxford University Press
2019
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6477983/ https://ncbi.nlm.nih.gov/pubmed/30239600 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bty788 |
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