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Prediction-based Termination Rule for Greedy Learning with Massive Data

The appearance of massive data has become increasingly common in contemporary scientific research. When sample size n is huge, classical learning methods become computationally costly for the regression purpose. Recently, the orthogonal greedy algorithm (OGA) has been revitalized as an efficient alt...

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Detalhes bibliográficos
Publicado no:Stat Sin
Main Authors: Xu, Chen, Lin, Shaobo, Fang, Jian, Li, Runze
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4856170/
https://ncbi.nlm.nih.gov/pubmed/27158214
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5705/ss.202014.0068
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