Class that contains all the data information.

Definition at line 62 of file DataSetInfo.h.

Public Types
enum	{ kIsArrayVariable = (1ULL << ( 15 )) }

Public Types inherited from TObject
enum	{ kIsOnHeap = 0x01000000 , kNotDeleted = 0x02000000 , kZombie = 0x04000000 , kInconsistent = 0x08000000 , kBitMask = 0x00ffffff }

enum	{ kSingleKey = (1ULL << ( 0 )) , kOverwrite = (1ULL << ( 1 )) , kWriteDelete = (1ULL << ( 2 )) }

enum	EDeprecatedStatusBits { kObjInCanvas = (1ULL << ( 3 )) }

enum	EStatusBits { kCanDelete = (1ULL << ( 0 )) , kMustCleanup = (1ULL << ( 3 )) , kIsReferenced = (1ULL << ( 4 )) , kHasUUID = (1ULL << ( 5 )) , kCannotPick = (1ULL << ( 6 )) , kNoContextMenu = (1ULL << ( 8 )) , kInvalidObject = (1ULL << ( 13 )) }

Public Member Functions
	DataSetInfo (const TString &name="Default")
	constructor

virtual	~DataSetInfo ()
	destructor

ClassInfo *	AddClass (const TString &className)

void	AddCut (const TCut &cut, const TString &className)
	set the cut for the classes

VariableInfo &	AddSpectator (const TString &expression, const TString &title, const TString &unit, Double_t min, Double_t max, char type='F', Bool_t normalized=kTRUE, void *external=nullptr)
	add a spectator (can be a complex expression) to the set of spectator variables used in the MV analysis

VariableInfo &	AddSpectator (const VariableInfo &varInfo)
	add spectator with given VariableInfo

VariableInfo &	AddTarget (const TString &expression, const TString &title, const TString &unit, Double_t min, Double_t max, Bool_t normalized=kTRUE, void *external=nullptr)
	add a variable (can be a complex expression) to the set of variables used in the MV analysis

VariableInfo &	AddTarget (const VariableInfo &varInfo)
	add target with given VariableInfo

VariableInfo &	AddVariable (const TString &expression, const TString &title="", const TString &unit="", Double_t min=0, Double_t max=0, char varType='F', Bool_t normalized=kTRUE, void *external=nullptr)
	add a variable (can be a complex expression) to the set of variables used in the MV analysis

VariableInfo &	AddVariable (const VariableInfo &varInfo)
	add variable with given VariableInfo

void	AddVariablesArray (const TString &expression, Int_t size, const TString &title="", const TString &unit="", Double_t min=0, Double_t max=0, char type='F', Bool_t normalized=kTRUE, void *external=nullptr)
	add an array of variables identified by an expression corresponding to an array entry in the tree

void	ClearDataSet () const

const TMatrixD *	CorrelationMatrix (const TString &className) const

TH2 *	CreateCorrelationMatrixHist (const TMatrixD *m, const TString &hName, const TString &hTitle) const

Int_t	FindVarIndex (const TString &) const
	find variable by name

ClassInfo *	GetClassInfo (const TString &name) const

ClassInfo *	GetClassInfo (Int_t clNum) const

Int_t	GetClassNameMaxLength () const

const TCut &	GetCut (const TString &className) const

const TCut &	GetCut (Int_t i) const

DataSet *	GetDataSet () const
	returns data set

DataSetManager *	GetDataSetManager ()

std::vector< TString >	GetListOfVariables () const
	returns list of variables

virtual const char *	GetName () const
	Returns name of object.

UInt_t	GetNClasses () const

const TString &	GetNormalization () const

UInt_t	GetNSpectators (bool all=kTRUE) const

UInt_t	GetNTargets () const

UInt_t	GetNVariables () const

TDirectory *	GetRootDir () const

UInt_t	GetSignalClassIndex ()

VariableInfo &	GetSpectatorInfo (Int_t i)

const VariableInfo &	GetSpectatorInfo (Int_t i) const

std::vector< VariableInfo > &	GetSpectatorInfos ()

const std::vector< VariableInfo > &	GetSpectatorInfos () const

const TString &	GetSplitOptions () const

VariableInfo &	GetTargetInfo (Int_t i)

const VariableInfo &	GetTargetInfo (Int_t i) const

std::vector< VariableInfo > &	GetTargetInfos ()

const std::vector< VariableInfo > &	GetTargetInfos () const

Int_t	GetTargetNameMaxLength () const

std::vector< Float_t > *	GetTargetsForMulticlass (const Event *ev)

Double_t	GetTestingSumBackgrWeights ()

Double_t	GetTestingSumSignalWeights ()

Double_t	GetTrainingSumBackgrWeights ()

Double_t	GetTrainingSumSignalWeights ()

Int_t	GetVarArraySize (const TString &expression) const

VariableInfo &	GetVariableInfo (Int_t i)

const VariableInfo &	GetVariableInfo (Int_t i) const

std::vector< VariableInfo > &	GetVariableInfos ()

const std::vector< VariableInfo > &	GetVariableInfos () const

Int_t	GetVariableNameMaxLength () const

const TString	GetWeightExpression (Int_t i) const

Bool_t	HasCuts () const

virtual TClass *	IsA () const

Bool_t	IsSignal (const Event *ev) const

Bool_t	IsVariableFromArray (Int_t i) const

void	PrintClasses () const

void	PrintCorrelationMatrix (const TString &className)
	calculates the correlation matrices for signal and background, prints them to standard output, and fills 2D histograms

void	SetCorrelationMatrix (const TString &className, TMatrixD *matrix)

void	SetCut (const TCut &cut, const TString &className)
	set the cut for the classes

void	SetMsgType (EMsgType t) const

void	SetNormalization (const TString &norm)

void	SetRootDir (TDirectory *d)

void	SetSplitOptions (const TString &so)

void	SetTestingSumBackgrWeights (Double_t testingSumBackgrWeights)

void	SetTestingSumSignalWeights (Double_t testingSumSignalWeights)

void	SetTrainingSumBackgrWeights (Double_t trainingSumBackgrWeights)

void	SetTrainingSumSignalWeights (Double_t trainingSumSignalWeights)

void	SetWeightExpression (const TString &exp, const TString &className="")
	set the weight expressions for the classes if class name is specified, set only for this class if class name is unknown, register new class with this name

virtual void	Streamer (TBuffer &)
	Stream an object of class TObject.

void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

Public Member Functions inherited from TObject
	TObject ()
	TObject constructor.

	TObject (const TObject &object)
	TObject copy ctor.

virtual	~TObject ()
	TObject destructor.

void	AbstractMethod (const char *method) const
	Use this method to implement an "abstract" method that you don't want to leave purely abstract.

virtual void	AppendPad (Option_t *option="")
	Append graphics object to current pad.

virtual void	Browse (TBrowser *b)
	Browse object. May be overridden for another default action.

ULong_t	CheckedHash ()
	Check and record whether this class has a consistent Hash/RecursiveRemove setup (*) and then return the regular Hash value for this object.

virtual const char *	ClassName () const
	Returns name of class to which the object belongs.

virtual void	Clear (Option_t *="")

virtual TObject *	Clone (const char *newname="") const
	Make a clone of an object using the Streamer facility.

virtual Int_t	Compare (const TObject *obj) const
	Compare abstract method.

virtual void	Copy (TObject &object) const
	Copy this to obj.

virtual void	Delete (Option_t *option="")
	Delete this object.

virtual Int_t	DistancetoPrimitive (Int_t px, Int_t py)
	Computes distance from point (px,py) to the object.

virtual void	Draw (Option_t *option="")
	Default Draw method for all objects.

virtual void	DrawClass () const
	Draw class inheritance tree of the class to which this object belongs.

virtual TObject *	DrawClone (Option_t *option="") const
	Draw a clone of this object in the current selected pad with: `gROOT->SetSelectedPad(c1)`.

virtual void	Dump () const
	Dump contents of object on stdout.

virtual void	Error (const char method, const char msgfmt,...) const
	Issue error message.

virtual void	Execute (const char method, const char params, Int_t *error=nullptr)
	Execute method on this object with the given parameter string, e.g.

virtual void	Execute (TMethod method, TObjArray params, Int_t *error=nullptr)
	Execute method on this object with parameters stored in the TObjArray.

virtual void	ExecuteEvent (Int_t event, Int_t px, Int_t py)
	Execute action corresponding to an event at (px,py).

virtual void	Fatal (const char method, const char msgfmt,...) const
	Issue fatal error message.

virtual TObject *	FindObject (const char *name) const
	Must be redefined in derived classes.

virtual TObject *	FindObject (const TObject *obj) const
	Must be redefined in derived classes.

virtual Option_t *	GetDrawOption () const
	Get option used by the graphics system to draw this object.

virtual const char *	GetIconName () const
	Returns mime type name of object.

virtual char *	GetObjectInfo (Int_t px, Int_t py) const
	Returns string containing info about the object at position (px,py).

virtual Option_t *	GetOption () const

virtual const char *	GetTitle () const
	Returns title of object.

virtual UInt_t	GetUniqueID () const
	Return the unique object id.

virtual Bool_t	HandleTimer (TTimer *timer)
	Execute action in response of a timer timing out.

virtual ULong_t	Hash () const
	Return hash value for this object.

Bool_t	HasInconsistentHash () const
	Return true is the type of this object is known to have an inconsistent setup for Hash and RecursiveRemove (i.e.

virtual void	Info (const char method, const char msgfmt,...) const
	Issue info message.

virtual Bool_t	InheritsFrom (const char *classname) const
	Returns kTRUE if object inherits from class "classname".

virtual Bool_t	InheritsFrom (const TClass *cl) const
	Returns kTRUE if object inherits from TClass cl.

virtual void	Inspect () const
	Dump contents of this object in a graphics canvas.

void	InvertBit (UInt_t f)

Bool_t	IsDestructed () const
	IsDestructed.

virtual Bool_t	IsEqual (const TObject *obj) const
	Default equal comparison (objects are equal if they have the same address in memory).

virtual Bool_t	IsFolder () const
	Returns kTRUE in case object contains browsable objects (like containers or lists of other objects).

R__ALWAYS_INLINE Bool_t	IsOnHeap () const

virtual Bool_t	IsSortable () const

R__ALWAYS_INLINE Bool_t	IsZombie () const

virtual void	ls (Option_t *option="") const
	The ls function lists the contents of a class on stdout.

void	MayNotUse (const char *method) const
	Use this method to signal that a method (defined in a base class) may not be called in a derived class (in principle against good design since a child class should not provide less functionality than its parent, however, sometimes it is necessary).

virtual Bool_t	Notify ()
	This method must be overridden to handle object notification (the base implementation is no-op).

void	Obsolete (const char method, const char asOfVers, const char *removedFromVers) const
	Use this method to declare a method obsolete.

void	operator delete (void *ptr)
	Operator delete.

void	operator delete (void ptr, void vp)
	Only called by placement new when throwing an exception.

void	operator delete[] (void *ptr)
	Operator delete [].

void	operator delete[] (void ptr, void vp)
	Only called by placement new[] when throwing an exception.

void *	operator new (size_t sz)

void *	operator new (size_t sz, void *vp)

void *	operator new[] (size_t sz)

void *	operator new[] (size_t sz, void *vp)

TObject &	operator= (const TObject &rhs)
	TObject assignment operator.

virtual void	Paint (Option_t *option="")
	This method must be overridden if a class wants to paint itself.

virtual void	Pop ()
	Pop on object drawn in a pad to the top of the display list.

virtual void	Print (Option_t *option="") const
	This method must be overridden when a class wants to print itself.

virtual Int_t	Read (const char *name)
	Read contents of object with specified name from the current directory.

virtual void	RecursiveRemove (TObject *obj)
	Recursively remove this object from a list.

void	ResetBit (UInt_t f)

virtual void	SaveAs (const char filename="", Option_t option="") const
	Save this object in the file specified by filename.

virtual void	SavePrimitive (std::ostream &out, Option_t *option="")
	Save a primitive as a C++ statement(s) on output stream "out".

void	SetBit (UInt_t f)

void	SetBit (UInt_t f, Bool_t set)
	Set or unset the user status bits as specified in f.

virtual void	SetDrawOption (Option_t *option="")
	Set drawing option for object.

virtual void	SetUniqueID (UInt_t uid)
	Set the unique object id.

void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

virtual void	SysError (const char method, const char msgfmt,...) const
	Issue system error message.

R__ALWAYS_INLINE Bool_t	TestBit (UInt_t f) const

Int_t	TestBits (UInt_t f) const

virtual void	UseCurrentStyle ()
	Set current style settings in this object This function is called when either TCanvas::UseCurrentStyle or TROOT::ForceStyle have been invoked.

virtual void	Warning (const char method, const char msgfmt,...) const
	Issue warning message.

virtual Int_t	Write (const char *name=nullptr, Int_t option=0, Int_t bufsize=0)
	Write this object to the current directory.

virtual Int_t	Write (const char *name=nullptr, Int_t option=0, Int_t bufsize=0) const
	Write this object to the current directory.

Static Public Member Functions
static TClass *	Class ()

static const char *	Class_Name ()

static constexpr Version_t	Class_Version ()

static const char *	DeclFileName ()

Static Public Member Functions inherited from TObject
static TClass *	Class ()

static const char *	Class_Name ()

static constexpr Version_t	Class_Version ()

static const char *	DeclFileName ()

static Longptr_t	GetDtorOnly ()
	Return destructor only flag.

static Bool_t	GetObjectStat ()
	Get status of object stat flag.

static void	SetDtorOnly (void *obj)
	Set destructor only flag.

static void	SetObjectStat (Bool_t stat)
	Turn on/off tracking of objects in the TObjectTable.

Private Member Functions
	DataSetInfo (const DataSetInfo &)=delete

MsgLogger &	Log () const

DataSetInfo &	operator= (const DataSetInfo &)=delete

void	PrintCorrelationMatrix (TTree *theTree)

void	SetDataSetManager (DataSetManager *dsm)

Private Attributes
std::vector< ClassInfo * >	fClasses
	name and other infos of the classes

DataSet *	fDataSet
	dataset, owned by this datasetinfo object

TMVA::DataSetManager *	fDataSetManager

MsgLogger *	fLogger
	! message logger

TString	fName
	name of the dataset info object

Bool_t	fNeedsRebuilding
	flag if rebuilding of dataset is needed (after change of cuts, vars, etc.)

TString	fNormalization

TDirectory *	fOwnRootDir
	ROOT output dir.

UInt_t	fSignalClass
	index of the class with the name signal

std::vector< VariableInfo >	fSpectators
	list of spectators expressions/internal names

TString	fSplitOptions

std::vector< VariableInfo >	fTargets
	list of targets expressions/internal names

std::vector< Float_t > *	fTargetsForMulticlass
	-> all targets 0 except the one with index==classNumber

Double_t	fTestingSumBackgrWeights

Double_t	fTestingSumSignalWeights

Double_t	fTrainingSumBackgrWeights

Double_t	fTrainingSumSignalWeights

std::map< TString, int >	fVarArrays

std::vector< VariableInfo >	fVariables
	list of variable expressions/internal names

Bool_t	fVerbose
	Verbosity.

Friends
class	DataSetManager

Additional Inherited Members
Protected Types inherited from TObject
enum	{ kOnlyPrepStep = (1ULL << ( 3 )) }

Protected Member Functions inherited from TObject
virtual void	DoError (int level, const char location, const char fmt, va_list va) const
	Interface to ErrorHandler (protected).

void	MakeZombie ()

#include <TMVA/DataSetInfo.h>

Inheritance diagram for TMVA::DataSetInfo:

[legend]

Member Enumeration Documentation

◆ anonymous enum

anonymous enum

Enumerator
kIsArrayVariable

Definition at line 66 of file DataSetInfo.h.

Constructor & Destructor Documentation

◆ DataSetInfo() [1/2]

TMVA::DataSetInfo::DataSetInfo ( const TString & name = "Default" )

constructor

Definition at line 56 of file DataSetInfo.cxx.

◆ ~DataSetInfo()

TMVA::DataSetInfo::~DataSetInfo ( )

virtual

destructor

Definition at line 83 of file DataSetInfo.cxx.

◆ DataSetInfo() [2/2]

TMVA::DataSetInfo::DataSetInfo ( const DataSetInfo & )

privatedelete

Member Function Documentation

◆ AddClass()

TMVA::ClassInfo * TMVA::DataSetInfo::AddClass ( const TString & className )

Definition at line 113 of file DataSetInfo.cxx.

◆ AddCut()

void TMVA::DataSetInfo::AddCut	(	const TCut &	cut,
		const TString &	className
	)

set the cut for the classes

Definition at line 389 of file DataSetInfo.cxx.

◆ AddSpectator() [1/2]

TMVA::VariableInfo & TMVA::DataSetInfo::AddSpectator	(	const TString &	expression,
		const TString &	title,
		const TString &	unit,
		Double_t	min,
		Double_t	max,
		char	type = `'F'`,
		Bool_t	normalized = `kTRUE`,
		void *	external = `nullptr`
	)

add a spectator (can be a complex expression) to the set of spectator variables used in the MV analysis

Definition at line 302 of file DataSetInfo.cxx.

◆ AddSpectator() [2/2]

TMVA::VariableInfo & TMVA::DataSetInfo::AddSpectator ( const VariableInfo & varInfo )

add spectator with given VariableInfo

Definition at line 319 of file DataSetInfo.cxx.

◆ AddTarget() [1/2]

TMVA::VariableInfo & TMVA::DataSetInfo::AddTarget	(	const TString &	expression,
		const TString &	title,
		const TString &	unit,
		Double_t	min,
		Double_t	max,
		Bool_t	normalized = `kTRUE`,
		void *	external = `nullptr`
	)

add a variable (can be a complex expression) to the set of variables used in the MV analysis

Definition at line 272 of file DataSetInfo.cxx.

◆ AddTarget() [2/2]

TMVA::VariableInfo & TMVA::DataSetInfo::AddTarget ( const VariableInfo & varInfo )

add target with given VariableInfo

Definition at line 292 of file DataSetInfo.cxx.

◆ AddVariable() [1/2]

TMVA::VariableInfo & TMVA::DataSetInfo::AddVariable	(	const TString &	expression,
		const TString &	title = `""`,
		const TString &	unit = `""`,
		Double_t	min = `0`,
		Double_t	max = `0`,
		char	varType = `'F'`,
		Bool_t	normalized = `kTRUE`,
		void *	external = `nullptr`
	)

add a variable (can be a complex expression) to the set of variables used in the MV analysis

Definition at line 207 of file DataSetInfo.cxx.

◆ AddVariable() [2/2]

TMVA::VariableInfo & TMVA::DataSetInfo::AddVariable ( const VariableInfo & varInfo )

add variable with given VariableInfo

Definition at line 226 of file DataSetInfo.cxx.

◆ AddVariablesArray()

void TMVA::DataSetInfo::AddVariablesArray	(	const TString &	expression,
		Int_t	size,
		const TString &	title = `""`,
		const TString &	unit = `""`,
		Double_t	min = `0`,
		Double_t	max = `0`,
		char	type = `'F'`,
		Bool_t	normalized = `kTRUE`,
		void *	external = `nullptr`
	)

add an array of variables identified by an expression corresponding to an array entry in the tree

Definition at line 235 of file DataSetInfo.cxx.

◆ Class()

static TClass * TMVA::DataSetInfo::Class ( )

static

Returns: TClass describing this class

◆ Class_Name()

static const char * TMVA::DataSetInfo::Class_Name ( )

static

Returns: Name of this class

◆ Class_Version()

static constexpr Version_t TMVA::DataSetInfo::Class_Version ( )

inlinestaticconstexpr

Returns: Version of this class

Definition at line 244 of file DataSetInfo.h.

◆ ClearDataSet()

void TMVA::DataSetInfo::ClearDataSet ( ) const

Definition at line 98 of file DataSetInfo.cxx.

◆ CorrelationMatrix()

const TMatrixD * TMVA::DataSetInfo::CorrelationMatrix ( const TString & className ) const

Definition at line 197 of file DataSetInfo.cxx.

◆ CreateCorrelationMatrixHist()

TH2 * TMVA::DataSetInfo::CreateCorrelationMatrixHist	(	const TMatrixD *	m,
		const TString &	hName,
		const TString &	hTitle
	)		const

Definition at line 429 of file DataSetInfo.cxx.

◆ DeclFileName()

static const char * TMVA::DataSetInfo::DeclFileName ( )

inlinestatic

Returns: Name of the file containing the class declaration

Definition at line 244 of file DataSetInfo.h.

◆ FindVarIndex()

Int_t TMVA::DataSetInfo::FindVarIndex ( const TString & var ) const

find variable by name

Definition at line 328 of file DataSetInfo.cxx.

◆ GetClassInfo() [1/2]

TMVA::ClassInfo * TMVA::DataSetInfo::GetClassInfo ( const TString & name ) const

Definition at line 136 of file DataSetInfo.cxx.

◆ GetClassInfo() [2/2]

TMVA::ClassInfo * TMVA::DataSetInfo::GetClassInfo ( Int_t clNum ) const

Definition at line 146 of file DataSetInfo.cxx.

◆ GetClassNameMaxLength()

Int_t TMVA::DataSetInfo::GetClassNameMaxLength ( ) const

Definition at line 524 of file DataSetInfo.cxx.

◆ GetCut() [1/2]

const TCut & TMVA::DataSetInfo::GetCut ( const TString & className ) const

inline

Definition at line 169 of file DataSetInfo.h.

◆ GetCut() [2/2]

const TCut & TMVA::DataSetInfo::GetCut ( Int_t i ) const

inline

Definition at line 168 of file DataSetInfo.h.

◆ GetDataSet()

TMVA::DataSet * TMVA::DataSetInfo::GetDataSet ( ) const

returns data set

Definition at line 493 of file DataSetInfo.cxx.

◆ GetDataSetManager()

DataSetManager * TMVA::DataSetInfo::GetDataSetManager ( )

inline

Definition at line 194 of file DataSetInfo.h.

◆ GetListOfVariables()

std::vector< TString > TMVA::DataSetInfo::GetListOfVariables ( ) const

returns list of variables

Definition at line 406 of file DataSetInfo.cxx.

◆ GetName()

virtual const char * TMVA::DataSetInfo::GetName ( ) const

inlinevirtual

Returns name of object.

This default method returns the class name. Classes that give objects a name should override this method.

Reimplemented from TObject.

Definition at line 71 of file DataSetInfo.h.

◆ GetNClasses()

UInt_t TMVA::DataSetInfo::GetNClasses ( ) const

inline

Definition at line 155 of file DataSetInfo.h.

◆ GetNormalization()

const TString & TMVA::DataSetInfo::GetNormalization ( ) const

inline

Definition at line 131 of file DataSetInfo.h.

◆ GetNSpectators()

UInt_t TMVA::DataSetInfo::GetNSpectators ( bool all = kTRUE ) const

Definition at line 511 of file DataSetInfo.cxx.

◆ GetNTargets()

UInt_t TMVA::DataSetInfo::GetNTargets ( ) const

inline

Definition at line 128 of file DataSetInfo.h.

◆ GetNVariables()

UInt_t TMVA::DataSetInfo::GetNVariables ( ) const

inline

Definition at line 127 of file DataSetInfo.h.

◆ GetRootDir()

TDirectory * TMVA::DataSetInfo::GetRootDir ( ) const

inline

Definition at line 190 of file DataSetInfo.h.

◆ GetSignalClassIndex()

UInt_t TMVA::DataSetInfo::GetSignalClassIndex ( )

inline

Definition at line 158 of file DataSetInfo.h.

◆ GetSpectatorInfo() [1/2]

VariableInfo & TMVA::DataSetInfo::GetSpectatorInfo ( Int_t i )

inline

Definition at line 124 of file DataSetInfo.h.

◆ GetSpectatorInfo() [2/2]

const VariableInfo & TMVA::DataSetInfo::GetSpectatorInfo ( Int_t i ) const

inline

Definition at line 125 of file DataSetInfo.h.

◆ GetSpectatorInfos() [1/2]

std::vector< VariableInfo > & TMVA::DataSetInfo::GetSpectatorInfos ( )

inline

Definition at line 122 of file DataSetInfo.h.

◆ GetSpectatorInfos() [2/2]

const std::vector< VariableInfo > & TMVA::DataSetInfo::GetSpectatorInfos ( ) const

inline

Definition at line 123 of file DataSetInfo.h.

◆ GetSplitOptions()

const TString & TMVA::DataSetInfo::GetSplitOptions ( ) const

inline

Definition at line 186 of file DataSetInfo.h.

◆ GetTargetInfo() [1/2]

VariableInfo & TMVA::DataSetInfo::GetTargetInfo ( Int_t i )

inline

Definition at line 119 of file DataSetInfo.h.

◆ GetTargetInfo() [2/2]

const VariableInfo & TMVA::DataSetInfo::GetTargetInfo ( Int_t i ) const

inline

Definition at line 120 of file DataSetInfo.h.

◆ GetTargetInfos() [1/2]

std::vector< VariableInfo > & TMVA::DataSetInfo::GetTargetInfos ( )

inline

Definition at line 114 of file DataSetInfo.h.

◆ GetTargetInfos() [2/2]

const std::vector< VariableInfo > & TMVA::DataSetInfo::GetTargetInfos ( ) const

inline

Definition at line 118 of file DataSetInfo.h.

◆ GetTargetNameMaxLength()

Int_t TMVA::DataSetInfo::GetTargetNameMaxLength ( ) const

Definition at line 548 of file DataSetInfo.cxx.

◆ GetTargetsForMulticlass()

std::vector< Float_t > * TMVA::DataSetInfo::GetTargetsForMulticlass ( const Event * ev )

Definition at line 174 of file DataSetInfo.cxx.

◆ GetTestingSumBackgrWeights()

Double_t TMVA::DataSetInfo::GetTestingSumBackgrWeights ( )

Definition at line 581 of file DataSetInfo.cxx.

◆ GetTestingSumSignalWeights()

Double_t TMVA::DataSetInfo::GetTestingSumSignalWeights ( )

Definition at line 574 of file DataSetInfo.cxx.

◆ GetTrainingSumBackgrWeights()

Double_t TMVA::DataSetInfo::GetTrainingSumBackgrWeights ( )

Definition at line 567 of file DataSetInfo.cxx.

◆ GetTrainingSumSignalWeights()

Double_t TMVA::DataSetInfo::GetTrainingSumSignalWeights ( )

Definition at line 560 of file DataSetInfo.cxx.

◆ GetVarArraySize()

Int_t TMVA::DataSetInfo::GetVarArraySize ( const TString & expression ) const

inline

Definition at line 108 of file DataSetInfo.h.

◆ GetVariableInfo() [1/2]

VariableInfo & TMVA::DataSetInfo::GetVariableInfo ( Int_t i )

inline

Definition at line 105 of file DataSetInfo.h.

◆ GetVariableInfo() [2/2]

const VariableInfo & TMVA::DataSetInfo::GetVariableInfo ( Int_t i ) const

inline

Definition at line 106 of file DataSetInfo.h.

◆ GetVariableInfos() [1/2]

std::vector< VariableInfo > & TMVA::DataSetInfo::GetVariableInfos ( )

inline

Definition at line 103 of file DataSetInfo.h.

◆ GetVariableInfos() [2/2]

const std::vector< VariableInfo > & TMVA::DataSetInfo::GetVariableInfos ( ) const

inline

Definition at line 104 of file DataSetInfo.h.

◆ GetVariableNameMaxLength()

Int_t TMVA::DataSetInfo::GetVariableNameMaxLength ( ) const

Definition at line 536 of file DataSetInfo.cxx.

◆ GetWeightExpression()

const TString TMVA::DataSetInfo::GetWeightExpression ( Int_t i ) const

inline

Definition at line 164 of file DataSetInfo.h.

◆ HasCuts()

Bool_t TMVA::DataSetInfo::HasCuts ( ) const

Definition at line 186 of file DataSetInfo.cxx.

◆ IsA()

virtual TClass * TMVA::DataSetInfo::IsA ( ) const

inlinevirtual

Returns: TClass describing current object

Reimplemented from TObject.

Definition at line 244 of file DataSetInfo.h.

◆ IsSignal()

Bool_t TMVA::DataSetInfo::IsSignal ( const Event * ev ) const

Definition at line 167 of file DataSetInfo.cxx.

◆ IsVariableFromArray()

Bool_t TMVA::DataSetInfo::IsVariableFromArray ( Int_t i ) const

inline

Definition at line 112 of file DataSetInfo.h.

◆ Log()

MsgLogger & TMVA::DataSetInfo::Log ( ) const

inlineprivate

Definition at line 240 of file DataSetInfo.h.

◆ operator=()

DataSetInfo & TMVA::DataSetInfo::operator= ( const DataSetInfo & )

privatedelete

◆ PrintClasses()

void TMVA::DataSetInfo::PrintClasses ( ) const

Definition at line 158 of file DataSetInfo.cxx.

◆ PrintCorrelationMatrix() [1/2]

void TMVA::DataSetInfo::PrintCorrelationMatrix ( const TString & className )

calculates the correlation matrices for signal and background, prints them to standard output, and fills 2D histograms

Definition at line 419 of file DataSetInfo.cxx.

◆ PrintCorrelationMatrix() [2/2]

void TMVA::DataSetInfo::PrintCorrelationMatrix ( TTree * theTree )

private

◆ SetCorrelationMatrix()

void TMVA::DataSetInfo::SetCorrelationMatrix	(	const TString &	className,
		TMatrixD *	matrix
	)

Definition at line 365 of file DataSetInfo.cxx.

◆ SetCut()

void TMVA::DataSetInfo::SetCut	(	const TCut &	cut,
		const TString &	className
	)

set the cut for the classes

Definition at line 373 of file DataSetInfo.cxx.

◆ SetDataSetManager()

void TMVA::DataSetInfo::SetDataSetManager ( DataSetManager * dsm )

inlineprivate

Definition at line 198 of file DataSetInfo.h.

◆ SetMsgType()

void TMVA::DataSetInfo::SetMsgType ( EMsgType t ) const

Definition at line 106 of file DataSetInfo.cxx.

◆ SetNormalization()

void TMVA::DataSetInfo::SetNormalization ( const TString & norm )

inline

Definition at line 132 of file DataSetInfo.h.

◆ SetRootDir()

void TMVA::DataSetInfo::SetRootDir ( TDirectory * d )

inline

Definition at line 189 of file DataSetInfo.h.

◆ SetSplitOptions()

void TMVA::DataSetInfo::SetSplitOptions ( const TString & so )

inline

Definition at line 185 of file DataSetInfo.h.

◆ SetTestingSumBackgrWeights()

void TMVA::DataSetInfo::SetTestingSumBackgrWeights ( Double_t testingSumBackgrWeights )

inline

Definition at line 139 of file DataSetInfo.h.

◆ SetTestingSumSignalWeights()

void TMVA::DataSetInfo::SetTestingSumSignalWeights ( Double_t testingSumSignalWeights )

inline

Definition at line 138 of file DataSetInfo.h.

◆ SetTrainingSumBackgrWeights()

void TMVA::DataSetInfo::SetTrainingSumBackgrWeights ( Double_t trainingSumBackgrWeights )

inline

Definition at line 137 of file DataSetInfo.h.

◆ SetTrainingSumSignalWeights()

void TMVA::DataSetInfo::SetTrainingSumSignalWeights ( Double_t trainingSumSignalWeights )

inline

Definition at line 134 of file DataSetInfo.h.

◆ SetWeightExpression()

void TMVA::DataSetInfo::SetWeightExpression	(	const TString &	exp,
		const TString &	className = `""`
	)

set the weight expressions for the classes if class name is specified, set only for this class if class name is unknown, register new class with this name

Definition at line 346 of file DataSetInfo.cxx.

◆ Streamer()

virtual void TMVA::DataSetInfo::Streamer ( TBuffer & R__b )

virtual

Stream an object of class TObject.

Reimplemented from TObject.

◆ StreamerNVirtual()

void TMVA::DataSetInfo::StreamerNVirtual ( TBuffer & ClassDef_StreamerNVirtual_b )

inline

Definition at line 244 of file DataSetInfo.h.

Friends And Related Symbol Documentation

◆ DataSetManager

friend class DataSetManager

friend

Definition at line 199 of file DataSetInfo.h.

Member Data Documentation

◆ fClasses

std::vector<ClassInfo*> TMVA::DataSetInfo::fClasses

mutableprivate

name and other infos of the classes

Definition at line 220 of file DataSetInfo.h.

◆ fDataSet

DataSet* TMVA::DataSetInfo::fDataSet

mutableprivate

dataset, owned by this datasetinfo object

Definition at line 208 of file DataSetInfo.h.

◆ fDataSetManager

TMVA::DataSetManager* TMVA::DataSetInfo::fDataSetManager

private

Definition at line 197 of file DataSetInfo.h.

◆ fLogger

MsgLogger* TMVA::DataSetInfo::fLogger

mutableprivate

! message logger

Definition at line 239 of file DataSetInfo.h.

◆ fName

TString TMVA::DataSetInfo::fName

private

name of the dataset info object

Definition at line 206 of file DataSetInfo.h.

◆ fNeedsRebuilding

Bool_t TMVA::DataSetInfo::fNeedsRebuilding

mutableprivate

flag if rebuilding of dataset is needed (after change of cuts, vars, etc.)

Definition at line 209 of file DataSetInfo.h.

◆ fNormalization

TString TMVA::DataSetInfo::fNormalization

private

Definition at line 222 of file DataSetInfo.h.

◆ fOwnRootDir

TDirectory* TMVA::DataSetInfo::fOwnRootDir

private

ROOT output dir.

Definition at line 232 of file DataSetInfo.h.

◆ fSignalClass

UInt_t TMVA::DataSetInfo::fSignalClass

private

index of the class with the name signal

Definition at line 235 of file DataSetInfo.h.

◆ fSpectators

std::vector<VariableInfo> TMVA::DataSetInfo::fSpectators

private

list of spectators expressions/internal names

Definition at line 214 of file DataSetInfo.h.

◆ fSplitOptions

TString TMVA::DataSetInfo::fSplitOptions

private

Definition at line 223 of file DataSetInfo.h.

◆ fTargets

std::vector<VariableInfo> TMVA::DataSetInfo::fTargets

private

list of targets expressions/internal names

Definition at line 213 of file DataSetInfo.h.

◆ fTargetsForMulticlass

std::vector<Float_t>* TMVA::DataSetInfo::fTargetsForMulticlass

private

-> all targets 0 except the one with index==classNumber

Definition at line 237 of file DataSetInfo.h.

◆ fTestingSumBackgrWeights

Double_t TMVA::DataSetInfo::fTestingSumBackgrWeights

private

Definition at line 228 of file DataSetInfo.h.

◆ fTestingSumSignalWeights

Double_t TMVA::DataSetInfo::fTestingSumSignalWeights

private

Definition at line 227 of file DataSetInfo.h.

◆ fTrainingSumBackgrWeights

Double_t TMVA::DataSetInfo::fTrainingSumBackgrWeights

private

Definition at line 226 of file DataSetInfo.h.

◆ fTrainingSumSignalWeights

Double_t TMVA::DataSetInfo::fTrainingSumSignalWeights

private

Definition at line 225 of file DataSetInfo.h.

◆ fVarArrays

std::map<TString, int> TMVA::DataSetInfo::fVarArrays

private

Definition at line 217 of file DataSetInfo.h.

◆ fVariables

std::vector<VariableInfo> TMVA::DataSetInfo::fVariables

private

list of variable expressions/internal names

Definition at line 212 of file DataSetInfo.h.

◆ fVerbose

Bool_t TMVA::DataSetInfo::fVerbose

private

Verbosity.

Definition at line 233 of file DataSetInfo.h.

Libraries for TMVA::DataSetInfo:

[legend]

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

tmva/tmva/inc/TMVA/DataSetInfo.h
tmva/tmva/src/DataSetInfo.cxx

Public Types

Public Member Functions

Static Public Member Functions

Private Member Functions

Private Attributes

Friends

Additional Inherited Members

Member Enumeration Documentation

◆ anonymous enum

Constructor & Destructor Documentation

◆ DataSetInfo() [1/2]

◆ ~DataSetInfo()

◆ DataSetInfo() [2/2]

Member Function Documentation

◆ AddClass()

◆ AddCut()

◆ AddSpectator() [1/2]

◆ AddSpectator() [2/2]

◆ AddTarget() [1/2]

◆ AddTarget() [2/2]

◆ AddVariable() [1/2]

◆ AddVariable() [2/2]

◆ AddVariablesArray()

◆ Class()

◆ Class_Name()

◆ Class_Version()

◆ ClearDataSet()

◆ CorrelationMatrix()

◆ CreateCorrelationMatrixHist()

◆ DeclFileName()

◆ FindVarIndex()

◆ GetClassInfo() [1/2]

◆ GetClassInfo() [2/2]

◆ GetClassNameMaxLength()

◆ GetCut() [1/2]

◆ GetCut() [2/2]

◆ GetDataSet()

◆ GetDataSetManager()

◆ GetListOfVariables()

◆ GetName()

◆ GetNClasses()

◆ GetNormalization()

◆ GetNSpectators()

◆ GetNTargets()

◆ GetNVariables()

◆ GetRootDir()

◆ GetSignalClassIndex()

◆ GetSpectatorInfo() [1/2]

◆ GetSpectatorInfo() [2/2]

◆ GetSpectatorInfos() [1/2]

◆ GetSpectatorInfos() [2/2]

◆ GetSplitOptions()

◆ GetTargetInfo() [1/2]

◆ GetTargetInfo() [2/2]

◆ GetTargetInfos() [1/2]

◆ GetTargetInfos() [2/2]

◆ GetTargetNameMaxLength()

◆ GetTargetsForMulticlass()

◆ GetTestingSumBackgrWeights()

◆ GetTestingSumSignalWeights()

◆ GetTrainingSumBackgrWeights()

◆ GetTrainingSumSignalWeights()

◆ GetVarArraySize()

◆ GetVariableInfo() [1/2]

◆ GetVariableInfo() [2/2]

◆ GetVariableInfos() [1/2]

◆ GetVariableInfos() [2/2]

◆ GetVariableNameMaxLength()

◆ GetWeightExpression()

◆ HasCuts()

◆ IsA()

◆ IsSignal()

◆ IsVariableFromArray()

◆ Log()

◆ operator=()

◆ PrintClasses()

◆ PrintCorrelationMatrix() [1/2]

◆ PrintCorrelationMatrix() [2/2]

◆ SetCorrelationMatrix()

◆ SetCut()