TMVA(Toolkit for Multivariate Analysis) new architectures design and implementation.

Toolkit for Multivariate Analysis(TMVA) is a package in ROOT for machine learning algorithms for classification and regression of the events in the detectors. In TMVA, we are developing new high level algorithms to perform multivariate analysis as cross validation, hyper parameter optimization, vari...

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Detalles Bibliográficos
Autor principal: Zapata Mesa, Omar Andres
Lenguaje:eng
Publicado: 2016
Materias:
Computing and Computers
Acceso en línea:http://cds.cern.ch/record/2211157
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author Zapata Mesa, Omar Andres
author_facet Zapata Mesa, Omar Andres
author_sort Zapata Mesa, Omar Andres
collection CERN
description Toolkit for Multivariate Analysis(TMVA) is a package in ROOT for machine learning algorithms for classification and regression of the events in the detectors. In TMVA, we are developing new high level algorithms to perform multivariate analysis as cross validation, hyper parameter optimization, variable importance etc... Almost all the algorithms are expensive and designed to process a huge amount of data. It is very important to implement the new technologies on parallel computing to reduce the processing times.
id cern-2211157
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2016
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spelling cern-22111572019-09-30T06:29:59Zhttp://cds.cern.ch/record/2211157engZapata Mesa, Omar AndresTMVA(Toolkit for Multivariate Analysis) new architectures design and implementation.Computing and ComputersToolkit for Multivariate Analysis(TMVA) is a package in ROOT for machine learning algorithms for classification and regression of the events in the detectors. In TMVA, we are developing new high level algorithms to perform multivariate analysis as cross validation, hyper parameter optimization, variable importance etc... Almost all the algorithms are expensive and designed to process a huge amount of data. It is very important to implement the new technologies on parallel computing to reduce the processing times.CERN-STUDENTS-Note-2016-154oai:cds.cern.ch:22111572016-08-28
spellingShingle Computing and Computers
Zapata Mesa, Omar Andres
TMVA(Toolkit for Multivariate Analysis) new architectures design and implementation.
title TMVA(Toolkit for Multivariate Analysis) new architectures design and implementation.
title_full TMVA(Toolkit for Multivariate Analysis) new architectures design and implementation.
title_fullStr TMVA(Toolkit for Multivariate Analysis) new architectures design and implementation.
title_full_unstemmed TMVA(Toolkit for Multivariate Analysis) new architectures design and implementation.
title_short TMVA(Toolkit for Multivariate Analysis) new architectures design and implementation.
title_sort tmva(toolkit for multivariate analysis) new architectures design and implementation.
topic Computing and Computers
url http://cds.cern.ch/record/2211157
work_keys_str_mv AT zapatamesaomarandres tmvatoolkitformultivariateanalysisnewarchitecturesdesignandimplementation

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