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PhysicsTools::MVAModuleHelper< Record, Object, Filler > Class Template Reference

Template for automated variable collection and MVA computation in EDM modules. More...

#include <PhysicsTools/MVAComputer/interface/MVAModuleHelper.h>

List of all members.

Public Member Functions
	MVAModuleHelper (const MVAModuleHelper &orig)
	MVAModuleHelper (const std::string &label)
double	operator() (const Object &object) const
void	setEventSetup (const edm::EventSetup &setup, const char *esLabel)
void	setEventSetup (const edm::EventSetup &setup)
void	train (const Object &object, bool target, double weight=1.0) const
	~MVAModuleHelper ()
Private Member Functions
void	init (const PhysicsTools::Calibration::MVAComputerContainer *container)
Private Attributes
PhysicsTools::MVAComputerCache	cache
const std::string	label
std::vector< Value >	values
Classes
class	Value

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Detailed Description

template<class Record, typename Object, class Filler = MVAModuleHelperDefaultFiller<Object>>
class PhysicsTools::MVAModuleHelper< Record, Object, Filler >

Template for automated variable collection and MVA computation in EDM modules.

The class MVAModuleHelper can be embedded in EDM modules. It automatically collects the variables listed in the MVA training description using type traits and passes them on to the computer. The calibration and or trainer is automatically collected from the EventSetup.

Definition at line 62 of file MVAModuleHelper.h.

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Constructor & Destructor Documentation

template<class Record, typename Object, class Filler = MVAModuleHelperDefaultFiller<Object>>

PhysicsTools::MVAModuleHelper< Record, Object, Filler >::MVAModuleHelper

(

const std::string &

label

)

[inline]

Definition at line 64 of file MVAModuleHelper.h.

: label(label) {}

template<class Record, typename Object, class Filler = MVAModuleHelperDefaultFiller<Object>>

PhysicsTools::MVAModuleHelper< Record, Object, Filler >::MVAModuleHelper

(

const MVAModuleHelper< Record, Object, Filler > &

orig

)

[inline]

Definition at line 65 of file MVAModuleHelper.h.

: label(orig.label) {}

template<class Record, typename Object, class Filler = MVAModuleHelperDefaultFiller<Object>>

PhysicsTools::MVAModuleHelper< Record, Object, Filler >::~MVAModuleHelper

(

)

[inline]

Definition at line 66 of file MVAModuleHelper.h.

{}

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Member Function Documentation

template<class Record, typename Object, class Filler>

void PhysicsTools::MVAModuleHelper< Record, Object, Filler >::init

(

const PhysicsTools::Calibration::MVAComputerContainer *

container

)

[inline, private]

Definition at line 132 of file MVAModuleHelper.h.

References PhysicsTools::Calibration::MVAComputerContainer::find(), iter, PhysicsTools::MVAModuleHelper< Record, Object, Filler >::label, PhysicsTools::MVAModuleHelper< Record, Object, Filler >::values, and vars.

Referenced by PhysicsTools::MVAModuleHelper< Record, Object, Filler >::setEventSetup().

{
        const std::vector<PhysicsTools::Calibration::Variable> &vars =
                                        container->find(label).inputSet;
        values.clear();
        for(std::vector<PhysicsTools::Calibration::Variable>::const_iterator
                        iter = vars.begin(); iter != vars.end(); ++iter)
                if (std::strncmp(iter->name.c_str(), "__", 2) != 0)
                        values.push_back(Value(iter->name));
}

template<class Record, typename Object, class Filler>

double PhysicsTools::MVAModuleHelper< Record, Object, Filler >::operator()

(

const Object &

object

)

const [inline]

Definition at line 145 of file MVAModuleHelper.h.

References PhysicsTools::MVAModuleHelper< Record, Object, Filler >::cache, PhysicsTools::MVAModuleHelper< Record, Object, Filler >::Value::update(), and PhysicsTools::MVAModuleHelper< Record, Object, Filler >::values.

{
        std::for_each(values.begin(), values.end(),
                      boost::bind(&Value::update, _1, object));
        return cache->eval(values);
}

template<class Record, typename Object, class Filler>

void PhysicsTools::MVAModuleHelper< Record, Object, Filler >::setEventSetup	(	const edm::EventSetup &	setup,
		const char *	esLabel
	)			[inline]

Definition at line 120 of file MVAModuleHelper.h.

References PhysicsTools::MVAModuleHelper< Record, Object, Filler >::cache, edm::EventSetup::get(), PhysicsTools::MVAModuleHelper< Record, Object, Filler >::init(), PhysicsTools::MVAModuleHelper< Record, Object, Filler >::label, edm::ESHandle< T >::product(), and PhysicsTools::MVAComputerCache::update().

{
        using namespace PhysicsTools::Calibration;
        edm::ESHandle<MVAComputerContainer> handle;
        setup.get<Record>().get(esLabel, handle);
        const MVAComputerContainer *container = handle.product();
        if (cache.update(container, label.c_str()) && cache)
                init(container);
}

template<class Record, typename Object, class Filler>

void PhysicsTools::MVAModuleHelper< Record, Object, Filler >::setEventSetup

(

const edm::EventSetup &

setup

)

[inline]

Definition at line 108 of file MVAModuleHelper.h.

References PhysicsTools::MVAModuleHelper< Record, Object, Filler >::cache, edm::EventSetup::get(), PhysicsTools::MVAModuleHelper< Record, Object, Filler >::init(), PhysicsTools::MVAModuleHelper< Record, Object, Filler >::label, edm::ESHandle< T >::product(), and PhysicsTools::MVAComputerCache::update().

{
        using namespace PhysicsTools::Calibration;
        edm::ESHandle<MVAComputerContainer> handle;
        setup.get<Record>().get(handle);
        const MVAComputerContainer *container = handle.product();
        if (cache.update(container, label.c_str()) && cache)
                init(container);
}

template<class Record, typename Object, class Filler>

void PhysicsTools::MVAModuleHelper< Record, Object, Filler >::train	(	const Object &	object,
		bool	target,
		double	weight = 1.0
	)			const [inline]

Definition at line 154 of file MVAModuleHelper.h.

References PhysicsTools::Variable::ValueList::add(), PhysicsTools::MVAModuleHelper< Record, Object, Filler >::cache, iter, list(), PhysicsTools::MVAModuleHelper< Record, Object, Filler >::Value::update(), and PhysicsTools::MVAModuleHelper< Record, Object, Filler >::values.

{
        static const PhysicsTools::AtomicId kTargetId("__TARGET__");
        static const PhysicsTools::AtomicId kWeightId("__WEIGHT__");

        if (!cache)
                return;

        using boost::bind;
        if (std::accumulate(values.begin(), values.end(), 0,
                            bind(std::plus<int>(), _1,
                                 bind(&Value::update, _2, object))))
                return;

        PhysicsTools::Variable::ValueList list;
        list.add(kTargetId, target);
        list.add(kWeightId, weight);
        for(typename std::vector<Value>::const_iterator iter = values.begin();
            iter != values.end(); ++iter)
                list.add(iter->getName(), iter->getValue());

        cache->eval(list);
}

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Member Data Documentation

template<class Record, typename Object, class Filler = MVAModuleHelperDefaultFiller<Object>>

PhysicsTools::MVAComputerCache PhysicsTools::MVAModuleHelper< Record, Object, Filler >::cache [private]

Definition at line 79 of file MVAModuleHelper.h.

Referenced by PhysicsTools::MVAModuleHelper< Record, Object, Filler >::operator()(), PhysicsTools::MVAModuleHelper< Record, Object, Filler >::setEventSetup(), and PhysicsTools::MVAModuleHelper< Record, Object, Filler >::train().

template<class Record, typename Object, class Filler = MVAModuleHelperDefaultFiller<Object>>

const std::string PhysicsTools::MVAModuleHelper< Record, Object, Filler >::label [private]

Definition at line 78 of file MVAModuleHelper.h.

Referenced by PhysicsTools::MVAModuleHelper< Record, Object, Filler >::init(), and PhysicsTools::MVAModuleHelper< Record, Object, Filler >::setEventSetup().

template<class Record, typename Object, class Filler = MVAModuleHelperDefaultFiller<Object>>

std::vector<Value> PhysicsTools::MVAModuleHelper< Record, Object, Filler >::values [private]

Definition at line 104 of file MVAModuleHelper.h.

Referenced by PhysicsTools::MVAModuleHelper< Record, Object, Filler >::init(), PhysicsTools::MVAModuleHelper< Record, Object, Filler >::operator()(), and PhysicsTools::MVAModuleHelper< Record, Object, Filler >::train().

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

• PhysicsTools/MVAComputer/interface/MVAModuleHelper.h

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