root-tmva-6.12.06-1.fc27.i686.rpm


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Description

root-tmva - Toolkit for multivariate data analysis

Distribution: Fedora 27
Repository: Fedora Updates i386
Package name: root-tmva
Package version: 6.12.06
Package release: 1.fc27
Package architecture: i686
Package type: rpm
Installed size: 6.05 MB
Download size: 1.72 MB
Official Mirror: dl.fedoraproject.org
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 optimization * 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.

Requires

Provides

  • libTMVA.so.6.12
  • root-tmva = 6.12.06-1.fc27
  • root-tmva(x86-32) = 6.12.06-1.fc27

    Download

    Install Howto

    Install the root-tmva rpm package:

    # dnf install root-tmva

    Files

    • /usr/include/root/TMVA/BDTEventWrapper.h
    • /usr/include/root/TMVA/BinarySearchTree.h
    • /usr/include/root/TMVA/BinarySearchTreeNode.h
    • /usr/include/root/TMVA/BinaryTree.h
    • /usr/include/root/TMVA/CCPruner.h
    • /usr/include/root/TMVA/CCTreeWrapper.h
    • /usr/include/root/TMVA/ClassInfo.h
    • /usr/include/root/TMVA/Classification.h
    • /usr/include/root/TMVA/ClassifierFactory.h
    • /usr/include/root/TMVA/Config.h
    • /usr/include/root/TMVA/Configurable.h
    • /usr/include/root/TMVA/ConvergenceTest.h
    • /usr/include/root/TMVA/CostComplexityPruneTool.h
    • /usr/include/root/TMVA/CrossEntropy.h
    • /usr/include/root/TMVA/CrossValidation.h
    • /usr/include/root/TMVA/DataInputHandler.h
    • /usr/include/root/TMVA/DataLoader.h
    • /usr/include/root/TMVA/DataSet.h
    • /usr/include/root/TMVA/DataSetFactory.h
    • /usr/include/root/TMVA/DataSetInfo.h
    • /usr/include/root/TMVA/DataSetManager.h
    • /usr/include/root/TMVA/DecisionTree.h
    • /usr/include/root/TMVA/DecisionTreeNode.h
    • /usr/include/root/TMVA/Envelope.h
    • /usr/include/root/TMVA/Event.h
    • /usr/include/root/TMVA/ExpectedErrorPruneTool.h
    • /usr/include/root/TMVA/Factory.h
    • /usr/include/root/TMVA/FitterBase.h
    • /usr/include/root/TMVA/GeneticAlgorithm.h
    • /usr/include/root/TMVA/GeneticFitter.h
    • /usr/include/root/TMVA/GeneticGenes.h
    • /usr/include/root/TMVA/GeneticPopulation.h
    • /usr/include/root/TMVA/GeneticRange.h
    • /usr/include/root/TMVA/GiniIndex.h
    • /usr/include/root/TMVA/GiniIndexWithLaplace.h
    • /usr/include/root/TMVA/HyperParameterOptimisation.h
    • /usr/include/root/TMVA/IFitterTarget.h
    • /usr/include/root/TMVA/IMethod.h
    • /usr/include/root/TMVA/IPruneTool.h
    • /usr/include/root/TMVA/Interval.h
    • /usr/include/root/TMVA/KDEKernel.h
    • /usr/include/root/TMVA/LDA.h
    • /usr/include/root/TMVA/LogInterval.h
    • /usr/include/root/TMVA/LossFunction.h
    • /usr/include/root/TMVA/MCFitter.h
    • /usr/include/root/TMVA/MethodANNBase.h
    • /usr/include/root/TMVA/MethodBDT.h
    • /usr/include/root/TMVA/MethodBase.h
    • /usr/include/root/TMVA/MethodBayesClassifier.h
    • /usr/include/root/TMVA/MethodBoost.h
    • /usr/include/root/TMVA/MethodCFMlpANN.h
    • /usr/include/root/TMVA/MethodCFMlpANN_Utils.h
    • /usr/include/root/TMVA/MethodCFMlpANN_def.h
    • /usr/include/root/TMVA/MethodCategory.h
    • /usr/include/root/TMVA/MethodCompositeBase.h
    • /usr/include/root/TMVA/MethodCuts.h
    • /usr/include/root/TMVA/MethodDNN.h
    • /usr/include/root/TMVA/MethodDT.h
    • /usr/include/root/TMVA/MethodFDA.h
    • /usr/include/root/TMVA/MethodFisher.h
    • /usr/include/root/TMVA/MethodHMatrix.h
    • /usr/include/root/TMVA/MethodKNN.h
    • /usr/include/root/TMVA/MethodLD.h
    • /usr/include/root/TMVA/MethodLikelihood.h
    • /usr/include/root/TMVA/MethodMLP.h
    • /usr/include/root/TMVA/MethodPDEFoam.h
    • /usr/include/root/TMVA/MethodPDERS.h
    • /usr/include/root/TMVA/MethodRuleFit.h
    • /usr/include/root/TMVA/MethodSVM.h
    • /usr/include/root/TMVA/MethodTMlpANN.h
    • /usr/include/root/TMVA/MinuitFitter.h
    • /usr/include/root/TMVA/MinuitWrapper.h
    • /usr/include/root/TMVA/MisClassificationError.h
    • /usr/include/root/TMVA/ModulekNN.h
    • /usr/include/root/TMVA/Monitoring.h
    • /usr/include/root/TMVA/MsgLogger.h
    • /usr/include/root/TMVA/NeuralNet.h
    • /usr/include/root/TMVA/NeuralNet.icc
    • /usr/include/root/TMVA/Node.h
    • /usr/include/root/TMVA/NodekNN.h
    • /usr/include/root/TMVA/OptimizeConfigParameters.h
    • /usr/include/root/TMVA/Option.h
    • /usr/include/root/TMVA/OptionMap.h
    • /usr/include/root/TMVA/PDEFoam.h
    • /usr/include/root/TMVA/PDEFoamCell.h
    • /usr/include/root/TMVA/PDEFoamDecisionTree.h
    • /usr/include/root/TMVA/PDEFoamDecisionTreeDensity.h
    • /usr/include/root/TMVA/PDEFoamDensityBase.h
    • /usr/include/root/TMVA/PDEFoamDiscriminant.h
    • /usr/include/root/TMVA/PDEFoamDiscriminantDensity.h
    • /usr/include/root/TMVA/PDEFoamEvent.h
    • /usr/include/root/TMVA/PDEFoamEventDensity.h
    • /usr/include/root/TMVA/PDEFoamKernelBase.h
    • /usr/include/root/TMVA/PDEFoamKernelGauss.h
    • /usr/include/root/TMVA/PDEFoamKernelLinN.h
    • /usr/include/root/TMVA/PDEFoamKernelTrivial.h
    • /usr/include/root/TMVA/PDEFoamMultiTarget.h
    • /usr/include/root/TMVA/PDEFoamTarget.h
    • /usr/include/root/TMVA/PDEFoamTargetDensity.h
    • /usr/include/root/TMVA/PDEFoamVect.h
    • /usr/include/root/TMVA/PDF.h
    • /usr/include/root/TMVA/Pattern.h
    • /usr/include/root/TMVA/QuickMVAProbEstimator.h
    • /usr/include/root/TMVA/ROCCalc.h
    • /usr/include/root/TMVA/ROCCurve.h
    • /usr/include/root/TMVA/Ranking.h
    • /usr/include/root/TMVA/Reader.h
    • /usr/include/root/TMVA/RegressionVariance.h
    • /usr/include/root/TMVA/Results.h
    • /usr/include/root/TMVA/ResultsClassification.h
    • /usr/include/root/TMVA/ResultsMulticlass.h
    • /usr/include/root/TMVA/ResultsRegression.h
    • /usr/include/root/TMVA/RootFinder.h
    • /usr/include/root/TMVA/Rule.h
    • /usr/include/root/TMVA/RuleCut.h
    • /usr/include/root/TMVA/RuleEnsemble.h
    • /usr/include/root/TMVA/RuleFit.h
    • /usr/include/root/TMVA/RuleFitAPI.h
    • /usr/include/root/TMVA/RuleFitParams.h
    • /usr/include/root/TMVA/SVEvent.h
    • /usr/include/root/TMVA/SVKernelFunction.h
    • /usr/include/root/TMVA/SVKernelMatrix.h
    • /usr/include/root/TMVA/SVWorkingSet.h
    • /usr/include/root/TMVA/SdivSqrtSplusB.h
    • /usr/include/root/TMVA/SeparationBase.h
    • /usr/include/root/TMVA/SimulatedAnnealing.h
    • /usr/include/root/TMVA/SimulatedAnnealingFitter.h
    • /usr/include/root/TMVA/TActivation.h
    • /usr/include/root/TMVA/TActivationChooser.h
    • /usr/include/root/TMVA/TActivationIdentity.h
    • /usr/include/root/TMVA/TActivationRadial.h
    • /usr/include/root/TMVA/TActivationReLU.h
    • /usr/include/root/TMVA/TActivationSigmoid.h
    • /usr/include/root/TMVA/TActivationTanh.h
    • /usr/include/root/TMVA/TNeuron.h
    • /usr/include/root/TMVA/TNeuronInput.h
    • /usr/include/root/TMVA/TNeuronInputAbs.h
    • /usr/include/root/TMVA/TNeuronInputChooser.h
    • /usr/include/root/TMVA/TNeuronInputSqSum.h
    • /usr/include/root/TMVA/TNeuronInputSum.h
    • /usr/include/root/TMVA/TSpline1.h
    • /usr/include/root/TMVA/TSpline2.h
    • /usr/include/root/TMVA/TSynapse.h
    • /usr/include/root/TMVA/Timer.h
    • /usr/include/root/TMVA/Tools.h
    • /usr/include/root/TMVA/TransformationHandler.h
    • /usr/include/root/TMVA/Types.h
    • /usr/include/root/TMVA/VarTransformHandler.h
    • /usr/include/root/TMVA/VariableDecorrTransform.h
    • /usr/include/root/TMVA/VariableGaussTransform.h
    • /usr/include/root/TMVA/VariableIdentityTransform.h
    • /usr/include/root/TMVA/VariableImportance.h
    • /usr/include/root/TMVA/VariableInfo.h
    • /usr/include/root/TMVA/VariableNormalizeTransform.h
    • /usr/include/root/TMVA/VariablePCATransform.h
    • /usr/include/root/TMVA/VariableRearrangeTransform.h
    • /usr/include/root/TMVA/VariableTransform.h
    • /usr/include/root/TMVA/VariableTransformBase.h
    • /usr/include/root/TMVA/Version.h
    • /usr/include/root/TMVA/Volume.h
    • /usr/include/root/TMVA/DNN/DataLoader.h
    • /usr/include/root/TMVA/DNN/Functions.h
    • /usr/include/root/TMVA/DNN/Layer.h
    • /usr/include/root/TMVA/DNN/Minimizers.h
    • /usr/include/root/TMVA/DNN/Net.h
    • /usr/include/root/TMVA/DNN/Architectures/Cpu.h
    • /usr/include/root/TMVA/DNN/Architectures/Reference.h
    • /usr/include/root/TMVA/DNN/Architectures/Cpu/Blas.h
    • /usr/include/root/TMVA/DNN/Architectures/Cpu/CpuBuffer.h
    • /usr/include/root/TMVA/DNN/Architectures/Cpu/CpuMatrix.h
    • /usr/include/root/TMVA/DNN/Architectures/Reference/DataLoader.h
    • /usr/lib/.build-id/
    • /usr/lib/.build-id/20/449b8a7bdf525c680eb147b0b3e2e654d6194b
    • /usr/lib/root/libTMVA.rootmap
    • /usr/lib/root/libTMVA.so
    • /usr/lib/root/libTMVA.so.6.12
    • /usr/lib/root/libTMVA.so.6.12.06
    • /usr/lib/root/libTMVA_rdict.pcm
    • /usr/share/licenses/root-tmva/LICENSE

    Changelog

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