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ROOT 6.14/05 Reference Guide |
Class which takes the results of a multiclass classification.
Definition at line 55 of file ResultsMulticlass.h.
Public Member Functions | |
ResultsMulticlass (const DataSetInfo *dsi, TString resultsName) | |
constructor More... | |
~ResultsMulticlass () | |
destructor More... | |
virtual void | Clear (Option_t *) |
void | CreateMulticlassHistos (TString prefix, Int_t nbins, Int_t nbins_high) |
this function fills the mva response histos for multiclass classification More... | |
void | CreateMulticlassPerformanceHistos (TString prefix) |
Create performance graphs for this classifier a multiclass setting. More... | |
Double_t | EstimatorFunction (std::vector< Double_t > &) |
Float_t | GetAchievableEff (UInt_t cls) |
std::vector< Float_t > & | GetAchievableEff () |
Float_t | GetAchievablePur (UInt_t cls) |
std::vector< Float_t > & | GetAchievablePur () |
Types::EAnalysisType | GetAnalysisType () |
std::vector< Double_t > | GetBestMultiClassCuts (UInt_t targetClass) |
calculate the best working point (optimal cut values) for the multiclass classifier More... | |
TMatrixD | GetConfusionMatrix (Double_t effB) |
Returns a confusion matrix where each class is pitted against each other. More... | |
Long64_t | GetSize () const |
std::vector< std::vector< Float_t > > * | GetValueVector () |
virtual const std::vector< Float_t > & | operator[] (Int_t ievt) const |
void | Resize (Int_t entries) |
void | SetValue (std::vector< Float_t > &value, Int_t ievt) |
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Results (const DataSetInfo *dsi, TString resultsName) | |
constructor More... | |
Results () | |
virtual | ~Results () |
destructor More... | |
virtual void | Delete (Option_t *option="") |
delete all stored histograms More... | |
Bool_t | DoesExist (const TString &alias) const |
Returns true if there is an object stored in the result for a given alias, false otherwise. More... | |
DataSet * | GetDataSet () const |
const DataSetInfo * | GetDataSetInfo () const |
TGraph * | GetGraph (const TString &alias) const |
TH1 * | GetHist (const TString &alias) const |
TH2 * | GetHist2D (const TString &alias) const |
TObject * | GetObject (const TString &alias) const |
Returns a stored object if it exists. More... | |
TList * | GetStorage () const |
Types::ETreeType | GetTreeType () const |
void | SetTreeType (Types::ETreeType type) |
void | Store (TObject *obj, const char *alias=0) |
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TObject () | |
TObject constructor. More... | |
TObject (const TObject &object) | |
TObject copy ctor. More... | |
virtual | ~TObject () |
TObject destructor. More... | |
void | AbstractMethod (const char *method) const |
Use this method to implement an "abstract" method that you don't want to leave purely abstract. More... | |
virtual void | AppendPad (Option_t *option="") |
Append graphics object to current pad. More... | |
virtual void | Browse (TBrowser *b) |
Browse object. May be overridden for another default action. More... | |
ULong_t | CheckedHash () |
Checked and record whether for this class has a consistent Hash/RecursiveRemove setup (*) and then return the regular Hash value for this object. More... | |
virtual const char * | ClassName () const |
Returns name of class to which the object belongs. More... | |
virtual TObject * | Clone (const char *newname="") const |
Make a clone of an object using the Streamer facility. More... | |
virtual Int_t | Compare (const TObject *obj) const |
Compare abstract method. More... | |
virtual void | Copy (TObject &object) const |
Copy this to obj. More... | |
virtual Int_t | DistancetoPrimitive (Int_t px, Int_t py) |
Computes distance from point (px,py) to the object. More... | |
virtual void | Draw (Option_t *option="") |
Default Draw method for all objects. More... | |
virtual void | DrawClass () const |
Draw class inheritance tree of the class to which this object belongs. More... | |
virtual TObject * | DrawClone (Option_t *option="") const |
Draw a clone of this object in the current selected pad for instance with: gROOT->SetSelectedPad(gPad) . More... | |
virtual void | Dump () const |
Dump contents of object on stdout. More... | |
virtual void | Error (const char *method, const char *msgfmt,...) const |
Issue error message. More... | |
virtual void | Execute (const char *method, const char *params, Int_t *error=0) |
Execute method on this object with the given parameter string, e.g. More... | |
virtual void | Execute (TMethod *method, TObjArray *params, Int_t *error=0) |
Execute method on this object with parameters stored in the TObjArray. More... | |
virtual void | ExecuteEvent (Int_t event, Int_t px, Int_t py) |
Execute action corresponding to an event at (px,py). More... | |
virtual void | Fatal (const char *method, const char *msgfmt,...) const |
Issue fatal error message. More... | |
virtual TObject * | FindObject (const char *name) const |
Must be redefined in derived classes. More... | |
virtual TObject * | FindObject (const TObject *obj) const |
Must be redefined in derived classes. More... | |
virtual Option_t * | GetDrawOption () const |
Get option used by the graphics system to draw this object. More... | |
virtual const char * | GetIconName () const |
Returns mime type name of object. More... | |
virtual const char * | GetName () const |
Returns name of object. More... | |
virtual char * | GetObjectInfo (Int_t px, Int_t py) const |
Returns string containing info about the object at position (px,py). More... | |
virtual Option_t * | GetOption () const |
virtual const char * | GetTitle () const |
Returns title of object. More... | |
virtual UInt_t | GetUniqueID () const |
Return the unique object id. More... | |
virtual Bool_t | HandleTimer (TTimer *timer) |
Execute action in response of a timer timing out. More... | |
virtual ULong_t | Hash () const |
Return hash value for this object. More... | |
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. More... | |
virtual void | Info (const char *method, const char *msgfmt,...) const |
Issue info message. More... | |
virtual Bool_t | InheritsFrom (const char *classname) const |
Returns kTRUE if object inherits from class "classname". More... | |
virtual Bool_t | InheritsFrom (const TClass *cl) const |
Returns kTRUE if object inherits from TClass cl. More... | |
virtual void | Inspect () const |
Dump contents of this object in a graphics canvas. More... | |
void | InvertBit (UInt_t f) |
virtual Bool_t | IsEqual (const TObject *obj) const |
Default equal comparison (objects are equal if they have the same address in memory). More... | |
virtual Bool_t | IsFolder () const |
Returns kTRUE in case object contains browsable objects (like containers or lists of other objects). More... | |
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. More... | |
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). More... | |
virtual Bool_t | Notify () |
This method must be overridden to handle object notification. More... | |
void | Obsolete (const char *method, const char *asOfVers, const char *removedFromVers) const |
Use this method to declare a method obsolete. More... | |
void | operator delete (void *ptr) |
Operator delete. More... | |
void | operator delete[] (void *ptr) |
Operator delete []. More... | |
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. More... | |
virtual void | Paint (Option_t *option="") |
This method must be overridden if a class wants to paint itself. More... | |
virtual void | Pop () |
Pop on object drawn in a pad to the top of the display list. More... | |
virtual void | Print (Option_t *option="") const |
This method must be overridden when a class wants to print itself. More... | |
virtual Int_t | Read (const char *name) |
Read contents of object with specified name from the current directory. More... | |
virtual void | RecursiveRemove (TObject *obj) |
Recursively remove this object from a list. More... | |
void | ResetBit (UInt_t f) |
virtual void | SaveAs (const char *filename="", Option_t *option="") const |
Save this object in the file specified by filename. More... | |
virtual void | SavePrimitive (std::ostream &out, Option_t *option="") |
Save a primitive as a C++ statement(s) on output stream "out". More... | |
void | SetBit (UInt_t f, Bool_t set) |
Set or unset the user status bits as specified in f. More... | |
void | SetBit (UInt_t f) |
virtual void | SetDrawOption (Option_t *option="") |
Set drawing option for object. More... | |
virtual void | SetUniqueID (UInt_t uid) |
Set the unique object id. More... | |
virtual void | SysError (const char *method, const char *msgfmt,...) const |
Issue system error message. More... | |
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. More... | |
virtual void | Warning (const char *method, const char *msgfmt,...) const |
Issue warning message. More... | |
virtual Int_t | Write (const char *name=0, Int_t option=0, Int_t bufsize=0) |
Write this object to the current directory. More... | |
virtual Int_t | Write (const char *name=0, Int_t option=0, Int_t bufsize=0) const |
Write this object to the current directory. More... | |
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IFitterTarget () | |
constructor More... | |
virtual | ~IFitterTarget () |
virtual void | ProgressNotifier (TString, TString) |
Private Member Functions | |
MsgLogger & | Log () const |
message logger More... | |
Private Attributes | |
std::vector< Float_t > | fAchievableEff |
std::vector< Float_t > | fAchievablePur |
std::vector< std::vector< Double_t > > | fBestCuts |
std::vector< Float_t > | fClassSumWeights |
UInt_t | fClassToOptimize |
std::vector< UInt_t > | fEventClasses |
std::vector< Float_t > | fEventWeights |
MsgLogger * | fLogger |
std::vector< std::vector< Float_t > > | fMultiClassValues |
Additional Inherited Members | |
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enum | { kIsOnHeap = 0x01000000, kNotDeleted = 0x02000000, kZombie = 0x04000000, kInconsistent = 0x08000000, kBitMask = 0x00ffffff } |
enum | { kSingleKey = BIT(0), kOverwrite = BIT(1), kWriteDelete = BIT(2) } |
enum | EDeprecatedStatusBits { kObjInCanvas = BIT(3) } |
enum | EStatusBits { kCanDelete = BIT(0), kMustCleanup = BIT(3), kIsReferenced = BIT(4), kHasUUID = BIT(5), kCannotPick = BIT(6), kNoContextMenu = BIT(8), kInvalidObject = BIT(13) } |
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static Long_t | GetDtorOnly () |
Return destructor only flag. More... | |
static Bool_t | GetObjectStat () |
Get status of object stat flag. More... | |
static void | SetDtorOnly (void *obj) |
Set destructor only flag. More... | |
static void | SetObjectStat (Bool_t stat) |
Turn on/off tracking of objects in the TObjectTable. More... | |
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virtual void | DoError (int level, const char *location, const char *fmt, va_list va) const |
Interface to ErrorHandler (protected). More... | |
void | MakeZombie () |
#include <TMVA/ResultsMulticlass.h>
TMVA::ResultsMulticlass::ResultsMulticlass | ( | const DataSetInfo * | dsi, |
TString | resultsName | ||
) |
constructor
Definition at line 58 of file ResultsMulticlass.cxx.
TMVA::ResultsMulticlass::~ResultsMulticlass | ( | ) |
destructor
Definition at line 72 of file ResultsMulticlass.cxx.
Reimplemented from TObject.
Definition at line 66 of file ResultsMulticlass.h.
void TMVA::ResultsMulticlass::CreateMulticlassHistos | ( | TString | prefix, |
Int_t | nbins, | ||
Int_t | nbins_high | ||
) |
this function fills the mva response histos for multiclass classification
Definition at line 354 of file ResultsMulticlass.cxx.
Create performance graphs for this classifier a multiclass setting.
Requires that the method has already been evaluated (that a resultset already exists.)
Currently uses the new way of calculating ROC Curves. If anything looks fishy, please contact the ROOT TMVA team.
Definition at line 240 of file ResultsMulticlass.cxx.
Implements TMVA::IFitterTarget.
Definition at line 136 of file ResultsMulticlass.cxx.
Definition at line 74 of file ResultsMulticlass.h.
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Definition at line 76 of file ResultsMulticlass.h.
Definition at line 75 of file ResultsMulticlass.h.
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inline |
Definition at line 77 of file ResultsMulticlass.h.
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inlinevirtual |
Reimplemented from TMVA::Results.
Definition at line 73 of file ResultsMulticlass.h.
calculate the best working point (optimal cut values) for the multiclass classifier
Definition at line 188 of file ResultsMulticlass.cxx.
Returns a confusion matrix where each class is pitted against each other.
Results are
Definition at line 89 of file ResultsMulticlass.cxx.
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Definition at line 69 of file ResultsMulticlass.h.
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inline |
Definition at line 71 of file ResultsMulticlass.h.
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inlineprivate |
message logger
Definition at line 92 of file ResultsMulticlass.h.
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inlinevirtual |
Implements TMVA::Results.
Definition at line 70 of file ResultsMulticlass.h.
Definition at line 64 of file ResultsMulticlass.h.
Definition at line 79 of file ResultsMulticlass.cxx.
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private |
Definition at line 94 of file ResultsMulticlass.h.
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Definition at line 95 of file ResultsMulticlass.h.
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Definition at line 96 of file ResultsMulticlass.h.
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Definition at line 99 of file ResultsMulticlass.h.
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private |
Definition at line 93 of file ResultsMulticlass.h.
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Definition at line 101 of file ResultsMulticlass.h.
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Definition at line 100 of file ResultsMulticlass.h.
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mutableprivate |
Definition at line 91 of file ResultsMulticlass.h.
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mutableprivate |
Definition at line 90 of file ResultsMulticlass.h.