Cargando…
What makes a good prediction? Feature importance and beginning to open the black box of machine learning in genetics
Genetic data have become increasingly complex within the past decade, leading researchers to pursue increasingly complex questions, such as those involving epistatic interactions and protein prediction. Traditional methods are ill-suited to answer these questions, but machine learning (ML) technique...
Autores principales: | Musolf, Anthony M., Holzinger, Emily R., Malley, James D., Bailey-Wilson, Joan E. |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9360120/ https://www.ncbi.nlm.nih.gov/pubmed/34862561 http://dx.doi.org/10.1007/s00439-021-02402-z |
Ejemplares similares
-
Inside the Black Box: What Makes SELEX Better?
por: Komarova, Natalia, et al.
Publicado: (2019) -
A Good Beginning Makes a Good Market: The Effect of Different Market Opening Structures on Market Quality
por: Hinterleitner, Gernot, et al.
Publicado: (2015) -
Opening the ‘black box’: liaison psychiatry services and what they actually do
por: Guthrie, Elspeth, et al.
Publicado: (2016) -
Opening the Leontief's black box
por: Mustafin, A., et al.
Publicado: (2018) -
Opening the black box of selection
por: Schreurs, Sanne, et al.
Publicado: (2019)