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TMVA::Experimental::ClassificationResult Class Reference

Definition at line 128 of file Classification.h.

Public Member Functions

 ClassificationResult ()
 
 ClassificationResult (const ClassificationResult &cr)
 
 ~ClassificationResult ()
 
TString GetDataLoaderName ()
 
const TString GetMethodName () const
 
const TString GetMethodTitle () const
 
ROCCurveGetROC (UInt_t iClass=0, TMVA::Types::ETreeType type=TMVA::Types::kTesting)
 Method to get TMVA::ROCCurve Object.
 
TGraphGetROCGraph (UInt_t iClass=0, TMVA::Types::ETreeType type=TMVA::Types::kTesting)
 Method to get TGraph object with the ROC curve.
 
Double_t GetROCIntegral (UInt_t iClass=0, TMVA::Types::ETreeType type=TMVA::Types::kTesting)
 Method to get ROC-Integral value from mvas.
 
virtual TClassIsA () const
 
Bool_t IsCutsMethod ()
 
ClassificationResultoperator= (const ClassificationResult &r)
 
void Show ()
 Method to print the results in stdout.
 
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 TObjectClone (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 TObjectDrawClone (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 TObjectFindObject (const char *name) const
 Must be redefined in derived classes.
 
virtual TObjectFindObject (const TObject *obj) const
 Must be redefined in derived classes.
 
virtual Option_tGetDrawOption () const
 Get option used by the graphics system to draw this object.
 
virtual const char * GetIconName () const
 Returns mime type name of object.
 
virtual const char * GetName () const
 Returns 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_tGetOption () 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.
 
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)
 Operator delete [].
 
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)
 
TObjectoperator= (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 TClassClass ()
 
static const char * Class_Name ()
 
static constexpr Version_t Class_Version ()
 
static const char * DeclFileName ()
 
- Static Public Member Functions inherited from TObject
static TClassClass ()
 
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

Bool_t IsMethod (TString methodname, TString methodtitle)
 Method to check if method was booked.
 

Private Attributes

std::vector< TStringfClassNames
 
TString fDataLoaderName
 
Bool_t fIsCuts
 if it is a method cuts need special output
 
OptionMap fMethod
 
std::map< UInt_t, std::vector< std::tuple< Float_t, Float_t, Bool_t > > > fMvaTest
 Mvas for two-class and multiclass classification.
 
std::map< UInt_t, std::vector< std::tuple< Float_t, Float_t, Bool_t > > > fMvaTrain
 Mvas for two-class classification.
 
Double_t fROCIntegral
 

Friends

class Classification
 

Additional Inherited Members

- 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 ))
}
 
- 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/Classification.h>

Inheritance diagram for TMVA::Experimental::ClassificationResult:
[legend]

Constructor & Destructor Documentation

◆ ClassificationResult() [1/2]

TMVA::Experimental::ClassificationResult::ClassificationResult ( )

Definition at line 52 of file Classification.cxx.

◆ ClassificationResult() [2/2]

TMVA::Experimental::ClassificationResult::ClassificationResult ( const ClassificationResult cr)

Definition at line 57 of file Classification.cxx.

◆ ~ClassificationResult()

TMVA::Experimental::ClassificationResult::~ClassificationResult ( )
inline

Definition at line 145 of file Classification.h.

Member Function Documentation

◆ Class()

static TClass * TMVA::Experimental::ClassificationResult::Class ( )
static
Returns
TClass describing this class

◆ Class_Name()

static const char * TMVA::Experimental::ClassificationResult::Class_Name ( )
static
Returns
Name of this class

◆ Class_Version()

static constexpr Version_t TMVA::Experimental::ClassificationResult::Class_Version ( )
inlinestaticconstexpr
Returns
Version of this class

Definition at line 159 of file Classification.h.

◆ DeclFileName()

static const char * TMVA::Experimental::ClassificationResult::DeclFileName ( )
inlinestatic
Returns
Name of the file containing the class declaration

Definition at line 159 of file Classification.h.

◆ GetDataLoaderName()

TString TMVA::Experimental::ClassificationResult::GetDataLoaderName ( )
inline

Definition at line 151 of file Classification.h.

◆ GetMethodName()

const TString TMVA::Experimental::ClassificationResult::GetMethodName ( ) const
inline

Definition at line 147 of file Classification.h.

◆ GetMethodTitle()

const TString TMVA::Experimental::ClassificationResult::GetMethodTitle ( ) const
inline

Definition at line 148 of file Classification.h.

◆ GetROC()

TMVA::ROCCurve * TMVA::Experimental::ClassificationResult::GetROC ( UInt_t  iClass = 0,
TMVA::Types::ETreeType  type = TMVA::Types::kTesting 
)

Method to get TMVA::ROCCurve Object.

Parameters
iClasscategory, default 0 then signal
typetrain/test tree, default test.
Returns
TMVA::ROCCurve object.

Definition at line 93 of file Classification.cxx.

◆ GetROCGraph()

TGraph * TMVA::Experimental::ClassificationResult::GetROCGraph ( UInt_t  iClass = 0,
TMVA::Types::ETreeType  type = TMVA::Types::kTesting 
)

Method to get TGraph object with the ROC curve.

Parameters
iClasscategory, default 0 then signal
typetrain/test tree, default test.
Returns
TGraph object.

Definition at line 149 of file Classification.cxx.

◆ GetROCIntegral()

Double_t TMVA::Experimental::ClassificationResult::GetROCIntegral ( UInt_t  iClass = 0,
TMVA::Types::ETreeType  type = TMVA::Types::kTesting 
)

Method to get ROC-Integral value from mvas.

Parameters
iClasscategory, default 0 then signal
typetrain/test tree, default test.
Returns
Double_t with the ROC-Integral value.

Definition at line 74 of file Classification.cxx.

◆ IsA()

virtual TClass * TMVA::Experimental::ClassificationResult::IsA ( ) const
inlinevirtual
Returns
TClass describing current object

Reimplemented from TObject.

Definition at line 159 of file Classification.h.

◆ IsCutsMethod()

Bool_t TMVA::Experimental::ClassificationResult::IsCutsMethod ( )
inline

Definition at line 152 of file Classification.h.

◆ IsMethod()

Bool_t TMVA::Experimental::ClassificationResult::IsMethod ( TString  methodname,
TString  methodtitle 
)
private

Method to check if method was booked.

Parameters
methodnamename of the method.
methodtitlemethod title.
Returns
boolean true if the method was booked, false in other case.

Definition at line 166 of file Classification.cxx.

◆ operator=()

TMVA::Experimental::ClassificationResult & TMVA::Experimental::ClassificationResult::operator= ( const ClassificationResult r)

Definition at line 104 of file Classification.cxx.

◆ Show()

void TMVA::Experimental::ClassificationResult::Show ( )

Method to print the results in stdout.

data loader name, method name/tittle and ROC-integ.

Definition at line 121 of file Classification.cxx.

◆ Streamer()

virtual void TMVA::Experimental::ClassificationResult::Streamer ( TBuffer R__b)
virtual

Stream an object of class TObject.

Reimplemented from TObject.

◆ StreamerNVirtual()

void TMVA::Experimental::ClassificationResult::StreamerNVirtual ( TBuffer ClassDef_StreamerNVirtual_b)
inline

Definition at line 159 of file Classification.h.

Friends And Related Symbol Documentation

◆ Classification

friend class Classification
friend

Definition at line 129 of file Classification.h.

Member Data Documentation

◆ fClassNames

std::vector<TString> TMVA::Experimental::ClassificationResult::fClassNames
private

Definition at line 136 of file Classification.h.

◆ fDataLoaderName

TString TMVA::Experimental::ClassificationResult::fDataLoaderName
private

Definition at line 133 of file Classification.h.

◆ fIsCuts

Bool_t TMVA::Experimental::ClassificationResult::fIsCuts
private

if it is a method cuts need special output

Definition at line 139 of file Classification.h.

◆ fMethod

OptionMap TMVA::Experimental::ClassificationResult::fMethod
private

Definition at line 132 of file Classification.h.

◆ fMvaTest

std::map<UInt_t, std::vector<std::tuple<Float_t, Float_t, Bool_t> > > TMVA::Experimental::ClassificationResult::fMvaTest
private

Mvas for two-class and multiclass classification.

Definition at line 135 of file Classification.h.

◆ fMvaTrain

std::map<UInt_t, std::vector<std::tuple<Float_t, Float_t, Bool_t> > > TMVA::Experimental::ClassificationResult::fMvaTrain
private

Mvas for two-class classification.

Definition at line 134 of file Classification.h.

◆ fROCIntegral

Double_t TMVA::Experimental::ClassificationResult::fROCIntegral
private

Definition at line 140 of file Classification.h.

Libraries for TMVA::Experimental::ClassificationResult:

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