Concepedia

A robust machine learning framework to identify signatures for frailty: a nested case-control study in four aging European cohorts

David Gómez-Cabrero, Stefan Walter, Imad Abugessaisa, Rebeca Miñambres-Herraiz, Lucía Bernad Segarra, Lee Butcher, Jorge D. Erusalimsky, Francisco J. García‐García, Jose Antonio Carnicero, Timothy C. Hardman,

GeroScience · 2021 · 57 citations · 45 references

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45

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Frailty in Older Adults: Evidence for a Phenotype

Linda P. Fried, Catherine M. Tangen, Jeremy Walston et al. · The Journals of Gerontology Series A · 2001 · 24.5K citations · Full text

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<b>mice</b>: Multivariate Imputation by Chained Equations in<i>R</i>

Stef van Buuren, Karin Groothuis‐Oudshoorn · Journal of Statistical Software · 2011 · 13.6K citations · Full text

, , +13

A standard procedure for creating a frailty index

Samuel D. Searle, Arnold Mitnitski, Evelyne A. Gahbauer et al. · BMC Geriatrics · 2008 · 3.6K citations · Full text

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A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems

David J. Hand, Robert John Till · Machine Learning · 2001 · 2.3K citations · Full text

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