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Comparison of machine-learning algorithms to build a predictive model for detec...

Olivera,André Rodrigues; Roesler,Valter; Iochpe,Cirano; Schmidt,Maria Inês; Vigo,Álvaro; Barreto,Sandhi Maria; Duncan,Bruce Bartholow

ABSTRACT CONTEXT AND OBJECTIVE: Type 2 diabetes is a chronic disease associated with a wide range of serious health complications that have a major impact on overall health. The aims here were to develop and validate predictive models for detecting undiagnosed diabetes using data from the Longitudinal Study of Adult Health (ELSA-Brasil) and to compare the performance of different machine-learning algorithms in ...

Date: 2017   |   Origin: Oasisbr

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