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CloudForest: A Scalable and Efficient Random Forest Implementation for Biological Data

Random Forest has become a standard data analysis tool in computational biology. However, extensions to existing implementations are often necessary to handle the complexity of biological datasets and their associated research questions. The growing size of these datasets requires high performance i...

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Detalles Bibliográficos
Autores principales: Bressler, Ryan, Kreisberg, Richard B., Bernard, Brady, Niederhuber, John E., Vockley, Joseph G., Shmulevich, Ilya, Knijnenburg, Theo A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4692062/
https://www.ncbi.nlm.nih.gov/pubmed/26679347
http://dx.doi.org/10.1371/journal.pone.0144820