Feb 13 – 17, 2006
Tata Institute of Fundamental Research
Europe/Zurich timezone

Application of the Classification Tree technology to automatic pattern recognition in DZero and GLAST

Feb 15, 2006, 9:00 AM
9h 10m
Tata Institute of Fundamental Research

Tata Institute of Fundamental Research

Homi Bhabha Road Mumbai 400005 India
poster Event processing applications Poster

Speaker

Toby Burnett (University of Washington)

Description

We have developed a package that trains and applies boosted classification trees, a technology long used by the statistics community, but only recently being explored by HEP. We will discuss its design (Object-Oriented C++), and show two examples of its use: to detect single top production in DZERO events, and for background rejection in GLAST.

Primary author

Toby Burnett (University of Washington)

Co-authors

Gordon Watts (University of Washington) Yann Coadou (Simon Fraser University)

Presentation materials

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