Boosted decision trees in the CMS Level-1 endcap muon trigger

The first implementation of Boosted Decision Trees (BDTs) inside a Level-1 trigger system at the LHC is presented. The Endcap Muon Track Finder (EMTF) at CMS uses BDTs to infer the momentum of muons in the forward region of the detector, based on 25 different variables. Combinations of these variabl...

Descripción completa

Detalles Bibliográficos
Autores principales: Low, Jia Fu, Brinkerhoff, Andrew Wilson, Busch, Elena Laura, Carnes, Andrew Mathew, Furic, Ivan-Kresimir, Gleyzer, Sergei, Kotov, Khristian, Madorsky, Alexander, Rorie, Jamal Tildon, Scurlock, Bobby, Shi, Wei, Acosta, Darin Edward
Lenguaje:eng
Publicado: 2017
Materias:
Detectors and Experimental Techniques
Acceso en línea:https://dx.doi.org/10.22323/1.313.0143
http://cds.cern.ch/record/2289251

Internet

https://dx.doi.org/10.22323/1.313.0143
http://cds.cern.ch/record/2289251

Ejemplares similares