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Super Learning: An Application to the Prediction of HIV-1 Drug Resistance

Many alternative data-adaptive algorithms can be used to learn a predictor based on observed data. Examples of such learners include decision trees, neural networks, support vector regression, least angle regression, logic regression, and the Deletion/Substitution/Addition algorithm. The optimal lea...

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Bibliografiske detaljer
Main Authors: Sinisi, Sandra E., Polley, Eric C., Petersen, Maya L., Rhee, Soo-Yon, van der Laan, Mark J.
Format: Artigo
Sprog:Inglês
Udgivet: 2007
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2473869/
https://ncbi.nlm.nih.gov/pubmed/17402922
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2202/1544-6115.1240
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