Toolkit for Multivariate Data Analysis (TMVA) is a multi-purpose machine learning toolkit integrated into the ROOT scientific software network, used in many particle physics data analysis and applications. Current implementations of TMVA have expanded regression from the single-target level to the multi-target level, yet only restricted to two certain types of regression. In order to fully accommodate the need for a well-supported, robust multi-target regression framework for particle physicists, this summer we are expanding the toolkit capabilities to cover multi-objective function estimation from more diverse algorithmic approaches.

Organization

Student

Brian Lui

Mentors

  • Sergei Gleyzer
  • Harrison Prosper
  • Omar Zapata
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2017