class TMVA::HyperParameterOptimisation: public TMVA::Envelope

Function Members (Methods)

public:

virtual	~HyperParameterOptimisation()
void	TObject::AbstractMethod(const char* method) const
void	TMVA::Configurable::AddOptionsXMLTo(void* parent) const
virtual void	TObject::AppendPad(Option_t* option = "")
virtual void	TMVA::Envelope::BookMethod(TString methodname, TString methodtitle, TString options = "")
virtual void	TMVA::Envelope::BookMethod(TMVA::Types::EMVA method, TString methodtitle, TString options = "")
virtual void	TObject::Browse(TBrowser* b)
void	TMVA::Configurable::CheckForUnusedOptions() const
static TClass*	Class()
virtual const char*	TObject::ClassName() const
virtual void	TNamed::Clear(Option_t* option = "")
virtual TObject*	TNamed::Clone(const char* newname = "") const
virtual Int_t	TNamed::Compare(const TObject* obj) const
TMVA::Configurable	TMVA::Configurable::Configurable(const TString& theOption = "")
TMVA::Configurable	TMVA::Configurable::Configurable(const TMVA::Configurable&)
virtual void	TNamed::Copy(TObject& named) const
virtual void	TObject::Delete(Option_t* option = "")MENU
virtual Int_t	TObject::DistancetoPrimitive(Int_t px, Int_t py)
virtual void	TObject::Draw(Option_t* option = "")
virtual void	TObject::DrawClass() constMENU
virtual TObject*	TObject::DrawClone(Option_t* option = "") constMENU
virtual void	TObject::Dump() constMENU
TMVA::Envelope	TMVA::Envelope::Envelope(const TMVA::Envelope&)
virtual void	TObject::Error(const char* method, const char* msgfmt) const
virtual void	Evaluate()
virtual void	TObject::Execute(const char* method, const char* params, Int_t* error = 0)
virtual void	TObject::Execute(TMethod* method, TObjArray* params, Int_t* error = 0)
virtual void	TObject::ExecuteEvent(Int_t event, Int_t px, Int_t py)
virtual void	TObject::Fatal(const char* method, const char* msgfmt) const
virtual void	TNamed::FillBuffer(char*& buffer)
virtual TObject*	TObject::FindObject(const char* name) const
virtual TObject*	TObject::FindObject(const TObject* obj) const
const char*	TMVA::Configurable::GetConfigDescription() const
const char*	TMVA::Configurable::GetConfigName() const
TMVA::DataLoader*	TMVA::Envelope::GetDataLoader()
virtual Option_t*	TObject::GetDrawOption() const
static Long_t	TObject::GetDtorOnly()
TString	GetFiiter()
TFile*	TMVA::Envelope::GetFile()
TString	GetFOMType()
virtual const char*	TObject::GetIconName() const
virtual const char*	TNamed::GetName() const
UInt_t	GetNumFolds()
virtual char*	TObject::GetObjectInfo(Int_t px, Int_t py) const
static Bool_t	TObject::GetObjectStat()
virtual Option_t*	TObject::GetOption() const
const TString&	TMVA::Configurable::GetOptions() const
const TMVA::HyperParameterOptimisationResult&	GetResults() const
virtual const char*	TNamed::GetTitle() const
virtual UInt_t	TObject::GetUniqueID() const
virtual Bool_t	TObject::HandleTimer(TTimer* timer)
virtual ULong_t	TNamed::Hash() const
TMVA::HyperParameterOptimisation	HyperParameterOptimisation(TMVA::DataLoader* dataloader)
TMVA::HyperParameterOptimisation	HyperParameterOptimisation(const TMVA::HyperParameterOptimisation&)
virtual void	TObject::Info(const char* method, const char* msgfmt) const
virtual Bool_t	TObject::InheritsFrom(const char* classname) const
virtual Bool_t	TObject::InheritsFrom(const TClass* cl) const
virtual void	TObject::Inspect() constMENU
void	TObject::InvertBit(UInt_t f)
virtual TClass*	IsA() const
virtual Bool_t	TObject::IsEqual(const TObject* obj) const
virtual Bool_t	TObject::IsFolder() const
Bool_t	TMVA::Envelope::IsModelPersistence()
Bool_t	TObject::IsOnHeap() const
Bool_t	TMVA::Envelope::IsSilentFile()
virtual Bool_t	TNamed::IsSortable() const
Bool_t	TMVA::Envelope::IsVerbose()
Bool_t	TObject::IsZombie() const
TMVA::MsgLogger&	TMVA::Configurable::Log() const
virtual void	TNamed::ls(Option_t* option = "") const
void	TObject::MayNotUse(const char* method) const
virtual Bool_t	TObject::Notify()
void	TObject::Obsolete(const char* method, const char* asOfVers, const char* removedFromVers) const
void	TObject::operator delete(void* ptr)
void	TObject::operator delete(void* ptr, void* vp)
void	TObject::operator delete[](void* ptr)
void	TObject::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::HyperParameterOptimisation&	operator=(const TMVA::HyperParameterOptimisation&)
virtual void	TObject::Paint(Option_t* option = "")
virtual void	TMVA::Configurable::ParseOptions()
virtual void	TObject::Pop()
virtual void	TNamed::Print(Option_t* option = "") const
void	TMVA::Configurable::PrintOptions() const
virtual Int_t	TObject::Read(const char* name)
void	TMVA::Configurable::ReadOptionsFromStream(istream& istr)
void	TMVA::Configurable::ReadOptionsFromXML(void* node)
virtual void	TObject::RecursiveRemove(TObject* obj)
void	TObject::ResetBit(UInt_t f)
virtual void	TObject::SaveAs(const char* filename = "", Option_t* option = "") constMENU
virtual void	TObject::SavePrimitive(ostream& out, Option_t* option = "")
void	TObject::SetBit(UInt_t f)
void	TObject::SetBit(UInt_t f, Bool_t set)
void	TMVA::Configurable::SetConfigDescription(const char* d)
void	TMVA::Configurable::SetConfigName(const char* n)
void	TMVA::Envelope::SetDataLoader(TMVA::DataLoader* dalaloader)
virtual void	TObject::SetDrawOption(Option_t* option = "")MENU
static void	TObject::SetDtorOnly(void* obj)
void	TMVA::Envelope::SetFile(TFile* file)
void	SetFitter(TString fitType)
void	SetFOMType(TString ftype)
void	TMVA::Envelope::SetModelPersistence(Bool_t status = kTRUE)
void	TMVA::Configurable::SetMsgType(TMVA::EMsgType t)
virtual void	TNamed::SetName(const char* name)MENU
virtual void	TNamed::SetNameTitle(const char* name, const char* title)
void	SetNumFolds(UInt_t folds)
static void	TObject::SetObjectStat(Bool_t stat)
void	TMVA::Configurable::SetOptions(const TString& s)
virtual void	TNamed::SetTitle(const char* title = "")MENU
virtual void	TObject::SetUniqueID(UInt_t uid)
void	TMVA::Envelope::SetVerbose(Bool_t status)
virtual void	ShowMembers(TMemberInspector& insp) const
virtual Int_t	TNamed::Sizeof() const
virtual void	Streamer(TBuffer&)
void	StreamerNVirtual(TBuffer& ClassDef_StreamerNVirtual_b)
virtual void	TObject::SysError(const char* method, const char* msgfmt) const
Bool_t	TObject::TestBit(UInt_t f) const
Int_t	TObject::TestBits(UInt_t f) const
virtual void	TObject::UseCurrentStyle()
virtual void	TObject::Warning(const char* method, const char* msgfmt) const
virtual Int_t	TObject::Write(const char* name = 0, Int_t option = 0, Int_t bufsize = 0)
virtual Int_t	TObject::Write(const char* name = 0, Int_t option = 0, Int_t bufsize = 0) const
void	TMVA::Configurable::WriteOptionsToStream(ostream& o, const TString& prefix) const

protected:

virtual void	TObject::DoError(int level, const char* location, const char* fmt, va_list va) const
void	TMVA::Configurable::EnableLooseOptions(Bool_t b = kTRUE)
TMVA::Envelope	TMVA::Envelope::Envelope(const TString& name, TMVA::DataLoader* dataloader = nullptr, TFile* file = nullptr, const TString options = "")
TMVA::DataInputHandler&	TMVA::Envelope::GetDataLoaderDataInput()
TMVA::DataSetInfo&	TMVA::Envelope::GetDataLoaderDataSetInfo()
TMVA::DataSetManager*	TMVA::Envelope::GetDataLoaderDataSetManager()
TMVA::OptionMap&	TMVA::Envelope::GetMethod()
const TString&	TMVA::Configurable::GetReferenceFile() const
Bool_t	TMVA::Configurable::LooseOptionCheckingEnabled() const
void	TObject::MakeZombie()
void	TMVA::Configurable::ResetSetFlag()
void	TMVA::Configurable::WriteOptionsReferenceToFile()

Data Members

public:

static TObject::(anonymous)	TObject::kBitMask
static TObject::EStatusBits	TObject::kCanDelete
static TObject::EStatusBits	TObject::kCannotPick
static TObject::EStatusBits	TObject::kHasUUID
static TObject::EStatusBits	TObject::kInvalidObject
static TObject::(anonymous)	TObject::kIsOnHeap
static TObject::EStatusBits	TObject::kIsReferenced
static TObject::EStatusBits	TObject::kMustCleanup
static TObject::EStatusBits	TObject::kNoContextMenu
static TObject::(anonymous)	TObject::kNotDeleted
static TObject::EStatusBits	TObject::kObjInCanvas
static TObject::(anonymous)	TObject::kOverwrite
static TObject::(anonymous)	TObject::kSingleKey
static TObject::(anonymous)	TObject::kWriteDelete
static TObject::(anonymous)	TObject::kZombie

protected:

shared_ptr<TMVA::DataLoader>	TMVA::Envelope::fDataLoader	data
shared_ptr<TFile>	TMVA::Envelope::fFile	!file to save the results
TMVA::MsgLogger*	TMVA::Configurable::fLogger	! message logger
TMVA::OptionMap	TMVA::Envelope::fMethod	Booked method information
Bool_t	TMVA::Envelope::fModelPersistence	flag to save the trained model
TString	TNamed::fName	object identifier
TString	TNamed::fTitle	object title
Bool_t	TMVA::Envelope::fVerbose	flag for extra information

private:

unique_ptr<TMVA::Factory>	fClassifier	!
TString	fFitType	!
Bool_t	fFoldStatus	!
TString	fFomType	!
UInt_t	fNumFolds	!
TMVA::HyperParameterOptimisationResult	fResults	!

Class Charts

Inheritance Chart:

TObject

←

TNamed

←

TMVA::Configurable

←

TMVA::Envelope

←

TMVA::HyperParameterOptimisation

Function documentation

HyperParameterOptimisation(DataLoader *dataloader)

~HyperParameterOptimisation()

void SetFitter(TString fitType)

{fFitType=fitType;}

TString GetFiiter()

{return fFitType;}

void SetFOMType(TString ftype)

Figure of Merit (FOM) default Separation

{fFomType=ftype;}

TString GetFOMType()

{return fFitType;}

void SetNumFolds(UInt_t folds)

UInt_t GetNumFolds()

{return fNumFolds;}

void Evaluate()

const HyperParameterOptimisationResult& GetResults() const

{return fResults;}