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Paket: libroot-tmva-dev (5.34.19+dfsg-1.2)

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Toolkit for multivariate data analysis - development files

The ROOT system provides a set of OO frameworks with all the functionality needed to handle and analyze large amounts of data efficiently.

The Toolkit for Multivariate Analysis (TMVA) provides a ROOT-integrated environment for the parallel processing and evaluation of MVA techniques to discriminate signal from background samples. It presently includes (ranked by complexity):

  * Rectangular cut optimisation
  * Correlated likelihood estimator (PDE approach)
  * Multi-dimensional likelihood estimator (PDE - range-search approach)
  * Fisher (and Mahalanobis) discriminant
  * H-Matrix (chi-squared) estimator
  * Artificial Neural Network (two different implementations)
  * Boosted Decision Trees

The TMVA package includes an implementation for each of these discrimination techniques, their training and testing (performance evaluation). In addition all these methods can be tested in parallel, and hence their performance on a particular data set may easily be compared.

This package provides development files of TMVA package for ROOT.

Märken: Software Development: Bibliotek, Role: Development Library

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