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Efficient, reliable and fast high-level triggering using a bonsai boosted decision tree
High-level triggering is a vital component in many modern particle physics experiments. This paper describes a modification to the standard boosted decision tree (BDT) classifier, the so-called "bonsai" BDT, that has the following important properties: it is more efficient than traditional...
Autores principales: | Gligorov, V.V., Williams, Mike |
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Lenguaje: | eng |
Publicado: |
2012
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Materias: | |
Acceso en línea: | https://dx.doi.org/10.1088/1748-0221/8/02/P02013 http://cds.cern.ch/record/1490195 |
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