Feb 22 – 27, 2010
Jaipur, India
Europe/Zurich timezone

TMVA - Toolkit for Multivariate Data Analysis

Feb 25, 2010, 3:15 PM
25m
Jaipur, India

Jaipur, India

Jaipur, India
Parallel Talk Data Analysis - Algorithms and Tools Thursday, 25 February - Data Analysis - Algorithms and Tools

Speaker

Dr Joerg Stelzer (DESY, Germany)

Description

At the dawn of LHC data taking, multivariate data analysis techniques have become the core of many physics analyses. TMVA provides easy access to sophisticated multivariate classifiers and is widely used to study and deploy these for data selection. Beyond classification, most multivariate methods in TMVA perform regression optimization which can be used to predict data corrections, e.g. for calibration or shower corrections. The tightening of the integration with ROOT provides a common platform for discussion between the user community and the TMVA devolopers. The talk gives an overview of the new features in TMVA such as regression, multi-class classification and cathegorization, the extented pre-processing capabilities, and planned further developments.

Primary authors

Dr Andreas Hoecker (CERN, Switzerland) Dr Eckhard von Toerne (Bonn University, Germany) Dr Helge Voss (MPI Munich, Germany) Jan Therhaag (Bonn University, Germany) Dr Joerg Stelzer (DESY, Germany) Dr Peter Speckmayer (CERN, Switzerland)

Presentation materials