Humans in the Loop: Incorporating Expert and Crowd-Sourced Knowledge for Predictions Using Survey Data

Survey data sets are often wider than they are long. This high ratio of variables to observations raises concerns about overfitting during prediction, making informed variable selection important. Recent applications in computer science have sought to incorporate human knowledge into machine-learnin...

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Detalles Bibliográficos
Autores principales: Filippova, Anna, Gilroy, Connor, Kashyap, Ridhi, Kirchner, Antje, Morgan, Allison C., Polimis, Kivan, Usmani, Adaner, Wang, Tong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8112737/
https://www.ncbi.nlm.nih.gov/pubmed/33981842
http://dx.doi.org/10.1177/2378023118820157

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8112737/
https://www.ncbi.nlm.nih.gov/pubmed/33981842
http://dx.doi.org/10.1177/2378023118820157

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