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Feature engineering with clinical expert knowledge: A case study assessment of machine learning model complexity and performance
Incorporating expert knowledge at the time machine learning models are trained holds promise for producing models that are easier to interpret. The main objectives of this study were to use a feature engineering approach to incorporate clinical expert knowledge prior to applying machine learning tec...
| Autores principales: | , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2020
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7179831/ https://www.ncbi.nlm.nih.gov/pubmed/32324754 http://dx.doi.org/10.1371/journal.pone.0231300 |