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Resampling to address inequities in predictive modeling of suicide deaths
OBJECTIVE: Improve methodology for equitable suicide death prediction when using sensitive predictors, such as race/ethnicity, for machine learning and statistical methods. METHODS: Train predictive models, logistic regression, naive Bayes, gradient boosting (XGBoost) and random forests, using three...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BMJ Publishing Group
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8996002/ https://www.ncbi.nlm.nih.gov/pubmed/35396246 http://dx.doi.org/10.1136/bmjhci-2021-100456 |