#include <MVAReader.h>

Inheritance diagram for anab::MVAReader< T, N >:

Public Member Functions
	MVAReader (const art::Event &evt, const art::InputTag &tag)

std::vector< FeatureVector< N > > const &	outputs () const
	Access the vector of the feature vectors. More...

std::array< float, N >	getOutput (size_t key) const
	Get copy of the MVA output vector at index "key". More...

std::array< float, N >	getOutput (art::Ptr< T > const &item) const
	Get copy of the MVA output vector idicated with art::Ptr::key(). More...

std::array< float, N >	getOutput (std::vector< art::Ptr< T > > const &items) const
	Get MVA results accumulated over the vector of items (eg. over hits associated to a cluster). More...

std::array< float, N >	getOutput (std::vector< art::Ptr< T > > const &items, std::vector< float > const &weights) const

std::array< float, N >	getOutput (std::vector< art::Ptr< T > > const &items, std::function< float(T const &)> fweight) const

const std::string &	outputName (size_t index) const
	Meaning/name of the index'th column in the collection of MVA output vectors. More...

Public Member Functions inherited from anab::FVectorReader< T, N >
	FVectorReader (const art::Event &evt, const art::InputTag &tag)

T const &	item (size_t key) const
	Access data product at index "key". More...

std::vector< T > const &	items () const

std::vector< FeatureVector< N > > const &	vectors () const
	Access the vector of the feature vectors. More...

std::array< float, N >	getVector (size_t key) const
	Get copy of the feature vector at index "key". More...

std::array< float, N >	getVector (art::Ptr< T > const &item) const
	Get copy of the feature vector idicated with art::Ptr::key(). More...

size_t	size () const
	Get the number of contained items (no. of data product objects equal to no. of feature vectors). More...

size_t	length () const
	Get the length of a single feature vector. More...

const std::string &	dataTag () const
	Get the input tag (string representation) of data product used to calculate feature vectors. More...

const art::Handle< std::vector< T > > &	dataHandle () const
	Access the data product handle. More...

const std::string &	columnName (size_t index) const
	Meaning/name of the index'th column in the collection of feature vectors. More...

int	getIndex (const std::string &name) const
	Index of column with given name, or -1 if name not found. More...

Static Public Member Functions
static std::unique_ptr< MVAReader >	create (const art::Event &evt, const art::InputTag &tag)

Static Public Member Functions inherited from anab::FVectorReader< T, N >
static std::unique_ptr< FVectorReader >	create (const art::Event &evt, const art::InputTag &tag)

Private Member Functions
	MVAReader (const art::Event &evt, const art::InputTag &tag, bool &success)
	Not-throwing constructor. More...

Additional Inherited Members
Protected Member Functions inherited from anab::FVectorReader< T, N >
	FVectorReader (const art::Event &evt, const art::InputTag &tag, bool &success)
	Not-throwing constructor. More...

Protected Member Functions inherited from anab::FVectorWrapperBase
std::string	getProductName (std::type_info const &ti) const

size_t	getProductHash (std::type_info const &ti) const

Protected Member Functions inherited from anab::MVAWrapperBase
template<class T , size_t N>
std::array< float, N >	pAccumulate (std::vector< art::Ptr< T > > const &items, std::vector< FeatureVector< N > > const &outs) const

template<class T , size_t N>
std::array< float, N >	pAccumulate (std::vector< art::Ptr< T > > const &items, std::vector< float > const &weights, std::vector< FeatureVector< N > > const &outs) const

template<class T , size_t N>
std::array< float, N >	pAccumulate (std::vector< art::Ptr< T > > const &items, std::function< float(T const &)> fweight, std::vector< FeatureVector< N > > const &outs) const

template<class T , size_t N>
std::array< float, N >	pAccumulate (std::vector< art::Ptr< T > > const &items, std::function< float(art::Ptr< T > const &)> fweight, std::vector< FeatureVector< N > > const &outs) const

template<class T , size_t N>
std::array< float, N >	pAccumulate (std::vector< art::Ptr< T > > const &items, std::vector< FeatureVector< N > > const &outs, std::array< char, N > const &mask) const

Detailed Description

template<class T, size_t N>
class anab::MVAReader< T, N >

Helper for reading the reconstructed objects of type T together with associated N-outputs MVA results with their metadata (this class is not a data product).

Definition at line 104 of file MVAReader.h.

Constructor & Destructor Documentation

template<class T, size_t N>

anab::MVAReader< T, N >::MVAReader	(	const art::Event &	evt,
		const art::InputTag &	tag
	)

inline

Create the wrapper for MVA data stored in the event evt with the provided input tag (the same tag which was used to save MVA results with MVAWriter class). Throws exception if data products not found in the event.

Definition at line 121 of file MVAReader.h.

                                                              :
         FVectorReader<T, N>(evt, tag)
     { }

template<class T, size_t N>

anab::MVAReader< T, N >::MVAReader	(	const art::Event &	evt,
		const art::InputTag &	tag,
		bool &	success
	)

inlineprivate

Not-throwing constructor.

Definition at line 159 of file MVAReader.h.

                                                                              :
         FVectorReader<T, N>(evt, tag, success)
     { }

Member Function Documentation

template<class T, size_t N>

static std::unique_ptr<MVAReader> anab::MVAReader< T, N >::create	(	const art::Event &	evt,
		const art::InputTag &	tag
	)

inlinestatic

Create the wrapper for MVA data stored in the event evt with the provided input tag (the same tag which was used to save MVA results with MVAWriter class). Returns nullptr if data products not found in the event.

Definition at line 110 of file MVAReader.h.

     {
         bool success;
         std::unique_ptr<MVAReader> ptr(new MVAReader(evt, tag, success));
         if (success) { return ptr; }
         else { return nullptr; }
     }

template<class T, size_t N>

std::array<float, N> anab::MVAReader< T, N >::getOutput ( size_t key ) const

inline

Get copy of the MVA output vector at index "key".

Definition at line 129 of file MVAReader.h.

130 { return FVectorReader<T, N>::getVector(key); }

anab::FVectorReader::getVector

std::array< float, N > getVector(size_t key) const

Get copy of the feature vector at index "key".

Definition: MVAReader.h:54

wirecell.dfp.graph.key

def key(type, name=None)

Definition: graph.py:13

template<class T, size_t N>

std::array<float, N> anab::MVAReader< T, N >::getOutput ( art::Ptr< T > const & item ) const

inline

Get copy of the MVA output vector idicated with art::Ptr::key().

Definition at line 133 of file MVAReader.h.

134 { return FVectorReader<T, N>::getVector(item.key()); }

anab::FVectorReader::getVector

std::array< float, N > getVector(size_t key) const

Get copy of the feature vector at index "key".

Definition: MVAReader.h:54

art::Ptr::key

key_type key() const noexcept

Definition: Ptr.h:216

template<class T, size_t N>

std::array<float, N> anab::MVAReader< T, N >::getOutput ( std::vector< art::Ptr< T > > const & items ) const

inline

Get MVA results accumulated over the vector of items (eg. over hits associated to a cluster).

Definition at line 137 of file MVAReader.h.

138 { return pAccumulate(items, FVectorReader<T, N>::vectors()); }

anab::FVectorReader::vectors

std::vector< FeatureVector< N > > const & vectors() const

Access the vector of the feature vectors.

Definition: MVAReader.h:47

anab::MVAWrapperBase::pAccumulate

std::array< float, N > pAccumulate(std::vector< art::Ptr< T > > const &items, std::vector< FeatureVector< N > > const &outs) const

Definition: MVAWrapperBase.h:80

template<class T, size_t N>

std::array<float, N> anab::MVAReader< T, N >::getOutput	(	std::vector< art::Ptr< T > > const &	items,
		std::vector< float > const &	weights
	)		const

inline

Get MVA results accumulated with provided weights over the vector of items (eg. over clusters associated to a track, weighted by the cluster size; or over hits associated to a cluster, weighted by the hit area).

Definition at line 143 of file MVAReader.h.

145 { return pAccumulate(items, weights, FVectorReader<T, N>::vectors()); }

anab::FVectorReader::vectors

std::vector< FeatureVector< N > > const & vectors() const

Access the vector of the feature vectors.

Definition: MVAReader.h:47

anab::MVAWrapperBase::pAccumulate

std::array< float, N > pAccumulate(std::vector< art::Ptr< T > > const &items, std::vector< FeatureVector< N > > const &outs) const

Definition: MVAWrapperBase.h:80

template<class T, size_t N>

std::array<float, N> anab::MVAReader< T, N >::getOutput	(	std::vector< art::Ptr< T > > const &	items,
		std::function< float(T const &)>	fweight
	)		const

inline

Get MVA results accumulated with provided weighting function over the vector of items (eg. over clusters associated to a track, weighted by the cluster size; or over hits associated to a cluster, weighted by the hit area).

Definition at line 150 of file MVAReader.h.

152 { return pAccumulate(items, fweight, FVectorReader<T, N>::vectors()); }

anab::FVectorReader::vectors

std::vector< FeatureVector< N > > const & vectors() const

Access the vector of the feature vectors.

Definition: MVAReader.h:47

anab::MVAWrapperBase::pAccumulate

std::array< float, N > pAccumulate(std::vector< art::Ptr< T > > const &items, std::vector< FeatureVector< N > > const &outs) const

Definition: MVAWrapperBase.h:80

template<class T, size_t N>

const std::string& anab::MVAReader< T, N >::outputName ( size_t index ) const

inline