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Evolutionary Sparse Learning for Phylogenomics

We introduce a supervised machine learning approach with sparsity constraints for phylogenomics, referred to as evolutionary sparse learning (ESL). ESL builds models with genomic loci—such as genes, proteins, genomic segments, and positions—as parameters. Using the Least Absolute Shrinkage and Selec...

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Detalles Bibliográficos
Autores principales: Kumar, Sudhir, Sharma, Sudip
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8557465/
https://www.ncbi.nlm.nih.gov/pubmed/34343318
http://dx.doi.org/10.1093/molbev/msab227