Leveraging Machine Learning to Combat Missingness and Error in Data
Objective Poor quality data confounds efforts to link clients across datasets. To combat this, we have trialed an approach which seeks to identify linkage candidates using associations with related services. We utilised a machine learning (ML) approach to query linkage candidates’ dataset associat...
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| Principais autores: | , , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
Swansea University
2024-09-01
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| Series: | International Journal of Population Data Science |
| Acceso en liña: | https://ijpds.org/article/view/2518 |
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