Logistic regression was as good as machine learning for predicting major chronic diseases
Logistic regression was as good as machine learning for predicting major chronic diseases
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United States: Elsevier Inc
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Language
English
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Publisher
United States: Elsevier Inc
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AbstractObjectiveTo evaluate the performance of machine learning (ML) algorithms and to compare them to logistic regression for the prediction of risk of cardiovascular diseases (CVD), chronic kidney disease (CKD), diabetes (DM), and hypertension (HTN) and in a prospective cohort study using simple clinical predictors. Study Design and SettingWe co...
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Logistic regression was as good as machine learning for predicting major chronic diseases
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TN_cdi_proquest_miscellaneous_2377352523
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2377352523
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ISSN
0895-4356
E-ISSN
1878-5921
DOI
10.1016/j.jclinepi.2020.03.002
