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VERTIcal Grid lOgistic regression (VERTIGO)

Objective To develop an accurate logistic regression (LR) algorithm to support federated data analysis of vertically partitioned distributed data sets. Material and Methods We propose a novel technique that solves the binary LR problem by dual optimization to obtain a global solution for vertically...

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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: Li, Yong, Jiang, Xiaoqian, Wang, Shuang, Xiong, Hongkai, Ohno-Machado, Lucila
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4901373/
https://ncbi.nlm.nih.gov/pubmed/26554428
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocv146
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