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Learning Predictive Interactions Using Information Gain and Bayesian Network Scoring

BACKGROUND: The problems of correlation and classification are long-standing in the fields of statistics and machine learning, and techniques have been developed to address these problems. We are now in the era of high-dimensional data, which is data that can concern billions of variables. These dat...

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Pubblicato in:PLoS One
Autori principali: Jiang, Xia, Jao, Jeremy, Neapolitan, Richard
Natura: Artigo
Lingua:Inglês
Pubblicazione: Public Library of Science 2015
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC4666609/
https://ncbi.nlm.nih.gov/pubmed/26624895
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0143247
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