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 re...
| Published in: | BMJ Health & Care Informatics |
|---|---|
| Main Authors: | , , |
| Format: | Article |
| Language: | English |
| Published: |
BMJ Publishing Group
2022-02-01
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| Online Access: | https://informatics.bmj.com/content/29/1/e100456.full |