Rejection of multi-jet background in pp̄ → eν + jj̄ channel through a SVM classifier

Journal of Physics: Conference Series

Volumn 331, Issue PART 3, 2011, Pages

  Sforza, Federico ^a   Lippi, Vittorio ^b   Chiarelli, Giorgio ^a  

^a INFN SEZIONE DI PISA   (Italy)

^b SCUOLA SUPERIORE SANT ANNA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

SOFTWARE TESTING; SUPPORT VECTOR MACHINES; TRAINING AIRCRAFT;

BACKGROUND MODEL; BACKGROUND REJECTION; CLASSIFICATION ACCURACY; CONSISTENCY CHECKS; EFFICIENCY MAXIMIZATION; SIMULATED SIGNALS; SUPPORT VECTOR MACHINE ALGORITHM; TRAINING SET SELECTION;

HIGH ENERGY PHYSICS;

EID: 84858143944     PISSN: 17426588     EISSN: 17426596     Source Type: Conference Proceeding    
DOI: 10.1088/1742-6596/331/3/032045     Document Type: Conference Paper

References (5)

1. Chang C C and Lin C J 2001 LIBSVM: a library for support vector machines
2. Acosta D et al 2005 Phys. Rev. D 71
3. corr indicates the quantities corrected for the energy response of the detector.
4. Mangano M L, Moretti M, Piccinini F, Pittau R and Polosa A D 2003 JEEP 07 001
5. Bishop C M 2007 Pattern Recognition and Machine Learning (Information Science and Statistics) 1st ed (Springer) ISBN 0387310738