A++ » TMVA » TMVA::DataSetInfo

class TMVA::DataSetInfo: public TObject


DataSetInfo

Class that contains all the data information

Function Members (Methods)

public:
virtual~DataSetInfo()
voidTObject::AbstractMethod(const char* method) const
TMVA::ClassInfo*AddClass(const TString& className)
voidAddCut(const TCut& cut, const TString& className)
TMVA::VariableInfo&AddSpectator(const TMVA::VariableInfo& varInfo)
TMVA::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 = 0)
TMVA::VariableInfo&AddTarget(const TMVA::VariableInfo& varInfo)
TMVA::VariableInfo&AddTarget(const TString& expression, const TString& title, const TString& unit, Double_t min, Double_t max, Bool_t normalized = kTRUE, void* external = 0)
TMVA::VariableInfo&AddVariable(const TMVA::VariableInfo& varInfo)
TMVA::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 = 0)
virtual voidTObject::AppendPad(Option_t* option = "")
virtual voidTObject::Browse(TBrowser* b)
static TClass*Class()
virtual const char*TObject::ClassName() const
virtual voidTObject::Clear(Option_t* = "")
voidClearDataSet() const
virtual TObject*TObject::Clone(const char* newname = "") const
virtual Int_tTObject::Compare(const TObject* obj) const
virtual voidTObject::Copy(TObject& object) const
const TMatrixD*CorrelationMatrix(const TString& className) const
TH2*CreateCorrelationMatrixHist(const TMatrixD* m, const TString& hName, const TString& hTitle) const
TMVA::DataSetInfoDataSetInfo(const TString& name = "Default")
virtual voidTObject::Delete(Option_t* option = "")MENU
virtual Int_tTObject::DistancetoPrimitive(Int_t px, Int_t py)
virtual voidTObject::Draw(Option_t* option = "")
virtual voidTObject::DrawClass() constMENU
virtual TObject*TObject::DrawClone(Option_t* option = "") constMENU
virtual voidTObject::Dump() constMENU
virtual voidTObject::Error(const char* method, const char* msgfmt) const
virtual voidTObject::Execute(const char* method, const char* params, Int_t* error = 0)
virtual voidTObject::Execute(TMethod* method, TObjArray* params, Int_t* error = 0)
virtual voidTObject::ExecuteEvent(Int_t event, Int_t px, Int_t py)
virtual voidTObject::Fatal(const char* method, const char* msgfmt) const
virtual TObject*TObject::FindObject(const char* name) const
virtual TObject*TObject::FindObject(const TObject* obj) const
Int_tFindVarIndex(const TString&) const
TMVA::ClassInfo*GetClassInfo(Int_t clNum) const
TMVA::ClassInfo*GetClassInfo(const TString& name) const
Int_tGetClassNameMaxLength() const
const TCut&GetCut(Int_t i) const
const TCut&GetCut(const TString& className) const
TMVA::DataSet*GetDataSet() const
TMVA::DataSetManager*GetDataSetManager()
virtual Option_t*TObject::GetDrawOption() const
static Long_tTObject::GetDtorOnly()
virtual const char*TObject::GetIconName() const
vector<TString>GetListOfVariables() const
virtual const char*GetName() const
UInt_tGetNClasses() const
const TString&GetNormalization() const
UInt_tGetNSpectators(bool all = kTRUE) const
UInt_tGetNTargets() const
UInt_tGetNVariables() const
virtual char*TObject::GetObjectInfo(Int_t px, Int_t py) const
static Bool_tTObject::GetObjectStat()
virtual Option_t*TObject::GetOption() const
TDirectory*GetRootDir() const
UInt_tGetSignalClassIndex()
TMVA::VariableInfo&GetSpectatorInfo(Int_t i)
const TMVA::VariableInfo&GetSpectatorInfo(Int_t i) const
vector<TMVA::VariableInfo>&GetSpectatorInfos()
const vector<TMVA::VariableInfo>&GetSpectatorInfos() const
const TString&GetSplitOptions() const
TMVA::VariableInfo&GetTargetInfo(Int_t i)
const TMVA::VariableInfo&GetTargetInfo(Int_t i) const
vector<TMVA::VariableInfo>&GetTargetInfos()
const vector<TMVA::VariableInfo>&GetTargetInfos() const
Int_tGetTargetNameMaxLength() const
vector<Float_t>*GetTargetsForMulticlass(const TMVA::Event* ev)
Double_tGetTestingSumBackgrWeights()
Double_tGetTestingSumSignalWeights()
virtual const char*TObject::GetTitle() const
Double_tGetTrainingSumBackgrWeights()
Double_tGetTrainingSumSignalWeights()
virtual UInt_tTObject::GetUniqueID() const
TMVA::VariableInfo&GetVariableInfo(Int_t i)
const TMVA::VariableInfo&GetVariableInfo(Int_t i) const
vector<TMVA::VariableInfo>&GetVariableInfos()
const vector<TMVA::VariableInfo>&GetVariableInfos() const
Int_tGetVariableNameMaxLength() const
const TStringGetWeightExpression(Int_t i) const
virtual Bool_tTObject::HandleTimer(TTimer* timer)
Bool_tHasCuts() const
virtual ULong_tTObject::Hash() const
virtual voidTObject::Info(const char* method, const char* msgfmt) const
virtual Bool_tTObject::InheritsFrom(const char* classname) const
virtual Bool_tTObject::InheritsFrom(const TClass* cl) const
virtual voidTObject::Inspect() constMENU
voidTObject::InvertBit(UInt_t f)
virtual TClass*IsA() const
virtual Bool_tTObject::IsEqual(const TObject* obj) const
virtual Bool_tTObject::IsFolder() const
Bool_tTObject::IsOnHeap() const
Bool_tIsSignal(const TMVA::Event* ev) const
virtual Bool_tTObject::IsSortable() const
Bool_tTObject::IsZombie() const
virtual voidTObject::ls(Option_t* option = "") const
voidTObject::MayNotUse(const char* method) const
virtual Bool_tTObject::Notify()
voidTObject::Obsolete(const char* method, const char* asOfVers, const char* removedFromVers) const
voidTObject::operator delete(void* ptr)
voidTObject::operator delete(void* ptr, void* vp)
voidTObject::operator delete[](void* ptr)
voidTObject::operator delete[](void* ptr, void* vp)
void*TObject::operator new(size_t sz)
void*TObject::operator new(size_t sz, void* vp)
void*TObject::operator new[](size_t sz)
void*TObject::operator new[](size_t sz, void* vp)
TMVA::DataSetInfo&operator=(const TMVA::DataSetInfo&)
virtual voidTObject::Paint(Option_t* option = "")
virtual voidTObject::Pop()
virtual voidTObject::Print(Option_t* option = "") const
voidPrintClasses() const
voidPrintCorrelationMatrix(const TString& className)
virtual Int_tTObject::Read(const char* name)
virtual voidTObject::RecursiveRemove(TObject* obj)
voidTObject::ResetBit(UInt_t f)
virtual voidTObject::SaveAs(const char* filename = "", Option_t* option = "") constMENU
virtual voidTObject::SavePrimitive(ostream& out, Option_t* option = "")
voidTObject::SetBit(UInt_t f)
voidTObject::SetBit(UInt_t f, Bool_t set)
voidSetCorrelationMatrix(const TString& className, TMatrixD* matrix)
voidSetCut(const TCut& cut, const TString& className)
virtual voidTObject::SetDrawOption(Option_t* option = "")MENU
static voidTObject::SetDtorOnly(void* obj)
voidSetMsgType(TMVA::EMsgType t) const
voidSetNormalization(const TString& norm)
static voidTObject::SetObjectStat(Bool_t stat)
voidSetRootDir(TDirectory* d)
voidSetSplitOptions(const TString& so)
voidSetTestingSumBackgrWeights(Double_t testingSumBackgrWeights)
voidSetTestingSumSignalWeights(Double_t testingSumSignalWeights)
voidSetTrainingSumBackgrWeights(Double_t trainingSumBackgrWeights)
voidSetTrainingSumSignalWeights(Double_t trainingSumSignalWeights)
virtual voidTObject::SetUniqueID(UInt_t uid)
voidSetWeightExpression(const TString& exp, const TString& className = "")
virtual voidShowMembers(TMemberInspector& insp) const
virtual voidStreamer(TBuffer&)
voidStreamerNVirtual(TBuffer& ClassDef_StreamerNVirtual_b)
virtual voidTObject::SysError(const char* method, const char* msgfmt) const
Bool_tTObject::TestBit(UInt_t f) const
Int_tTObject::TestBits(UInt_t f) const
virtual voidTObject::UseCurrentStyle()
virtual voidTObject::Warning(const char* method, const char* msgfmt) const
virtual Int_tTObject::Write(const char* name = 0, Int_t option = 0, Int_t bufsize = 0)
virtual Int_tTObject::Write(const char* name = 0, Int_t option = 0, Int_t bufsize = 0) const
protected:
virtual voidTObject::DoError(int level, const char* location, const char* fmt, va_list va) const
voidTObject::MakeZombie()
private:
TMVA::DataSetInfoDataSetInfo(const TMVA::DataSetInfo&)
TMVA::MsgLogger&Log() const
voidPrintCorrelationMatrix(TTree* theTree)
voidSetDataSetManager(TMVA::DataSetManager* dsm)

Data Members

public:
static TObject::(anonymous)TObject::kBitMask
static TObject::EStatusBitsTObject::kCanDelete
static TObject::EStatusBitsTObject::kCannotPick
static TObject::EStatusBitsTObject::kHasUUID
static TObject::EStatusBitsTObject::kInvalidObject
static TObject::(anonymous)TObject::kIsOnHeap
static TObject::EStatusBitsTObject::kIsReferenced
static TObject::EStatusBitsTObject::kMustCleanup
static TObject::EStatusBitsTObject::kNoContextMenu
static TObject::(anonymous)TObject::kNotDeleted
static TObject::EStatusBitsTObject::kObjInCanvas
static TObject::(anonymous)TObject::kOverwrite
static TObject::(anonymous)TObject::kSingleKey
static TObject::(anonymous)TObject::kWriteDelete
static TObject::(anonymous)TObject::kZombie
private:
vector<TMVA::ClassInfo*>fClassesname and other infos of the classes
TMVA::DataSet*fDataSetdataset, owned by this datasetinfo object
TMVA::DataSetManager*fDataSetManagerDSMTEST
TMVA::MsgLogger*fLogger! message logger
TStringfNamename of the dataset info object
Bool_tfNeedsRebuildingflag if rebuilding of dataset is needed (after change of cuts, vars, etc.)
TStringfNormalization
TDirectory*fOwnRootDirROOT output dir
UInt_tfSignalClassindex of the class with the name signal
vector<TMVA::VariableInfo>fSpectatorslist of spectators expressions/internal names
TStringfSplitOptions
vector<TMVA::VariableInfo>fTargetslist of targets expressions/internal names
vector<Float_t>*fTargetsForMulticlass-> all targets 0 except the one with index==classNumber
Double_tfTestingSumBackgrWeights
Double_tfTestingSumSignalWeights
Double_tfTrainingSumBackgrWeights
Double_tfTrainingSumSignalWeights
vector<TMVA::VariableInfo>fVariableslist of variable expressions/internal names
Bool_tfVerboseVerbosity

Class Charts

Inheritance Chart:
TObject
←
TMVA::DataSetInfo

Function documentation

DataSetInfo(const TString& name = "Default")
virtual ~DataSetInfo()
const char* GetName() const
{ return fName.Data(); }
void ClearDataSet() const
 the data set
DataSet* GetDataSet() const
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 = 0)
 the variable data
VariableInfo& AddTarget(const TString& expression, const TString& title, const TString& unit, Double_t min, Double_t max, Bool_t normalized = kTRUE, void* external = 0)
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 = 0)
ClassInfo* AddClass(const TString& className)
std::vector<VariableInfo>& GetVariableInfos()
 accessors
 general
{ return fVariables; }
const std::vector<VariableInfo>& GetVariableInfos() const
{ return fVariables; }
VariableInfo& GetVariableInfo(Int_t i)
{ return fVariables.at(i); }
const VariableInfo& GetVariableInfo(Int_t i) const
{ return fVariables.at(i); }
std::vector<VariableInfo>& GetTargetInfos()
{ return fTargets; }
const std::vector<VariableInfo>& GetTargetInfos() const
{ return fTargets; }
VariableInfo& GetTargetInfo(Int_t i)
{ return fTargets.at(i); }
const VariableInfo& GetTargetInfo(Int_t i) const
{ return fTargets.at(i); }
std::vector<VariableInfo>& GetSpectatorInfos()
{ return fSpectators; }
const std::vector<VariableInfo>& GetSpectatorInfos() const
{ return fSpectators; }
VariableInfo& GetSpectatorInfo(Int_t i)
{ return fSpectators.at(i); }
const VariableInfo& GetSpectatorInfo(Int_t i) const
{ return fSpectators.at(i); }
UInt_t GetNVariables() const
{ return fVariables.size(); }
UInt_t GetNTargets() const
{ return fTargets.size(); }
UInt_t GetNSpectators(bool all = kTRUE) const
const TString& GetNormalization() const
{ return fNormalization; }
void SetNormalization(const TString& norm)
{ fNormalization = norm; }
void SetTrainingSumSignalWeights(Double_t trainingSumSignalWeights)
{fTrainingSumSignalWeights = trainingSumSignalWeights;}
void SetTrainingSumBackgrWeights(Double_t trainingSumBackgrWeights)
{fTrainingSumBackgrWeights = trainingSumBackgrWeights;}
void SetTestingSumSignalWeights(Double_t testingSumSignalWeights)
{fTestingSumSignalWeights = testingSumSignalWeights ;}
void SetTestingSumBackgrWeights(Double_t testingSumBackgrWeights)
{fTestingSumBackgrWeights = testingSumBackgrWeights ;}
Double_t GetTrainingSumSignalWeights()
Double_t GetTrainingSumBackgrWeights()
Double_t GetTestingSumSignalWeights()
Double_t GetTestingSumBackgrWeights()
Int_t GetClassNameMaxLength() const
 classification information
Int_t GetVariableNameMaxLength() const
Int_t GetTargetNameMaxLength() const
ClassInfo* GetClassInfo(Int_t clNum) const
ClassInfo* GetClassInfo(const TString& name) const
void PrintClasses() const
UInt_t GetNClasses() const
{ return fClasses.size(); }
Bool_t IsSignal(const TMVA::Event* ev) const
std::vector<Float_t>* GetTargetsForMulticlass(const TMVA::Event* ev)
UInt_t GetSignalClassIndex()
{return fSignalClass;}
Int_t FindVarIndex(const TString& ) const
 by variable
const TString GetWeightExpression(Int_t i) const
 weights
{ return GetClassInfo(i)->GetWeight(); }
void SetWeightExpression(const TString& exp, const TString& className = "")
const TCut& GetCut(Int_t i) const
 cuts
{ return GetClassInfo(i)->GetCut(); }
const TCut& GetCut(const TString& className) const
{ return GetClassInfo(className)->GetCut(); }
void SetCut(const TCut& cut, const TString& className)
void AddCut(const TCut& cut, const TString& className)
Bool_t HasCuts() const
std::vector<TString> GetListOfVariables() const
const TMatrixD* CorrelationMatrix(const TString& className) const
 correlation matrix
void SetCorrelationMatrix(const TString& className, TMatrixD* matrix)
void PrintCorrelationMatrix(const TString& className)
TH2* CreateCorrelationMatrixHist(const TMatrixD* m, const TString& hName, const TString& hTitle) const
 options
{ fSplitOptions = so; fNeedsRebuilding = kTRUE; }
const TString& GetSplitOptions() const
{ return fSplitOptions; }
void SetRootDir(TDirectory* d)
 root dir
{ fOwnRootDir = d; }
TDirectory* GetRootDir() const
{ return fOwnRootDir; }
void SetMsgType(TMVA::EMsgType t) const
DataSetManager* GetDataSetManager()
{return fDataSetManager;}
void SetDataSetManager(TMVA::DataSetManager* dsm)
{ fDataSetManager = dsm; }
DataSetInfo(const TMVA::DataSetInfo& )
{}
void PrintCorrelationMatrix(TTree* theTree)