SPlotDataset Class Reference

Dataset for sPlot Wraps a dataset and provides each data-point twice, once as signal and once as background. More...

#include <DataDriven.h>

Inheritance diagram for SPlotDataset:

Collaboration diagram for SPlotDataset:

Public Member Functions
	SPlotDataset (const GeneralOptions &general_options, Dataset &dataset, const std::vector< float > &weights, float signalFraction)
	Constructs a new SPlotDataset. More...
virtual unsigned int	getNumberOfFeatures () const override
	Returns the number of features in this dataset.
virtual unsigned int	getNumberOfSpectators () const override
	Returns the number of features in this dataset.
virtual unsigned int	getNumberOfEvents () const override
	Returns the number of events in this dataset.
virtual void	loadEvent (unsigned int event) override
	Load the event number iEvent. More...
virtual float	getSignalFraction () override
	Returns the signal fraction of the whole sample.
virtual unsigned int	getFeatureIndex (const std::string &feature)
	Return index of feature with the given name. More...
virtual unsigned int	getSpectatorIndex (const std::string &spectator)
	Return index of spectator with the given name. More...
virtual std::vector< float >	getFeature (unsigned int iFeature)
	Returns all values of one feature in a std::vector<float> More...
virtual std::vector< float >	getSpectator (unsigned int iSpectator)
	Returns all values of one spectator in a std::vector<float> More...
virtual std::vector< float >	getWeights ()
	Returns all weights.
virtual std::vector< float >	getTargets ()
	Returns all targets.
virtual std::vector< bool >	getSignals ()
	Returns all is Signals.

Public Attributes
GeneralOptions	m_general_options
	GeneralOptions passed to this dataset.
std::vector< float >	m_input
	Contains all feature values of the currently loaded event.
std::vector< float >	m_spectators
	Contains all spectators values of the currently loaded event.
float	m_weight
	Contains the weight of the currently loaded event.
float	m_target
	Contains the target value of the currently loaded event.
bool	m_isSignal
	Defines if the currently loaded event is signal or background.

Private Attributes
Dataset &	m_dataset
	Wrapped dataset.
std::vector< float >	m_weights
	sPlot weights
float	m_signalFraction
	Signal fraction.

Detailed Description

Dataset for sPlot Wraps a dataset and provides each data-point twice, once as signal and once as background.

Definition at line 161 of file DataDriven.h.

Constructor & Destructor Documentation

SPlotDataset()

SPlotDataset	(	const GeneralOptions &	general_options,
		Dataset &	dataset,
		const std::vector< float > &	weights,
		float	signalFraction
	)

Constructs a new SPlotDataset.

Parameters

general_options	shared options defining the dataset (variables, ...)
dataset	containing the data-points
weights	sPlot weights
signalFraction	original signal fraction

Definition at line 153 of file DataDriven.cc.

Member Function Documentation

getFeature()

std::vector< float > getFeature ( unsigned int  iFeature )

virtualinherited

Returns all values of one feature in a std::vector<float>

Parameters

iFeature

the position of the feature to return

Reimplemented in SidebandDataset, ReweightingDataset, RegressionDataSet, ROOTDataset, CombinedDataset, SubDataset, and SingleDataset.

Definition at line 74 of file Dataset.cc.

getFeatureIndex()

unsigned int getFeatureIndex ( const std::string &  feature )

virtualinherited

Return index of feature with the given name.

Parameters

feature

name of the feature

Definition at line 50 of file Dataset.cc.

getSpectator()

std::vector< float > getSpectator ( unsigned int  iSpectator )

virtualinherited

Returns all values of one spectator in a std::vector<float>

Parameters

iSpectator

the position of the feature to return

Reimplemented in SidebandDataset, ReweightingDataset, RegressionDataSet, ROOTDataset, CombinedDataset, SubDataset, and SingleDataset.

Definition at line 86 of file Dataset.cc.

getSpectatorIndex()

unsigned int getSpectatorIndex ( const std::string &  spectator )

virtualinherited

Return index of spectator with the given name.

Parameters

spectator

name of the spectator

Definition at line 62 of file Dataset.cc.

loadEvent()

void loadEvent ( unsigned int  event )

overridevirtual

Load the event number iEvent.

Parameters

event

event number to load

Implements Dataset.

Definition at line 162 of file DataDriven.cc.

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The documentation for this class was generated from the following files:

• mva/utility/include/DataDriven.h
• mva/utility/src/DataDriven.cc