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Fast and interpretable genomic data analysis using multiple approximate kernel learning

MOTIVATION: Dataset sizes in computational biology have been increased drastically with the help of improved data collection tools and increasing size of patient cohorts. Previous kernel-based machine learning algorithms proposed for increased interpretability started to fail with large sample sizes...

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Detalles Bibliográficos
Autores principales: Bektaş, Ayyüce Begüm, Ak, Çiğdem, Gönen, Mehmet
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9235505/
https://www.ncbi.nlm.nih.gov/pubmed/35758810
http://dx.doi.org/10.1093/bioinformatics/btac241