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The effect of non-linear signal in classification problems using gene expression

Those building predictive models from transcriptomic data are faced with two conflicting perspectives. The first, based on the inherent high dimensionality of biological systems, supposes that complex non-linear models such as neural networks will better match complex biological systems. The second,...

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Detalles Bibliográficos
Autores principales: Heil, Benjamin J., Crawford, Jake, Greene, Casey S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079219/
https://www.ncbi.nlm.nih.gov/pubmed/36972227
http://dx.doi.org/10.1371/journal.pcbi.1010984