TMVA::IPruneTool Class Reference

#include <IPruneTool.h>

Inheritance diagram for TMVA::IPruneTool:

List of all members.

Public Types
typedef std::vector< Event * >	EventSample
typedef std::vector< Event * >	EventSample
Public Member Functions
	IPruneTool ()
virtual	~IPruneTool ()
virtual PruningInfo *	CalculatePruningInfo (DecisionTree *dt, const EventSample *testEvents=NULL, Bool_t isAutomatic=kFALSE)=0
void	SetPruneStrength (Double_t alpha)
Double_t	GetPruneStrength () const
void	SetAutomatic ()
Bool_t	IsAutomatic () const
	IPruneTool ()
virtual	~IPruneTool ()
virtual PruningInfo *	CalculatePruningInfo (DecisionTree *dt, const EventSample *testEvents=NULL, Bool_t isAutomatic=kFALSE)=0
void	SetPruneStrength (Double_t alpha)
Double_t	GetPruneStrength () const
void	SetAutomatic ()
Bool_t	IsAutomatic () const
Protected Attributes
Double_t	fPruneStrength
Double_t	S
	regularization parameter in pruning
Double_t	B

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Detailed Description

Definition at line 72 of file IPruneTool.h.

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Member Typedef Documentation

typedef std::vector<Event*> TMVA::IPruneTool::EventSample

Definition at line 76 of file IPruneTool.h.

typedef std::vector<Event*> TMVA::IPruneTool::EventSample

Definition at line 76 of file IPruneTool.h.

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Constructor & Destructor Documentation

TMVA::IPruneTool::IPruneTool

(

)

[inline]

Definition at line 109 of file IPruneTool.h.

TMVA::IPruneTool::~IPruneTool

(

)

[inline, virtual]

Definition at line 114 of file IPruneTool.h.

TMVA::IPruneTool::IPruneTool

(

)

virtual TMVA::IPruneTool::~IPruneTool

(

)

[virtual]

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Member Function Documentation

virtual PruningInfo* TMVA::IPruneTool::CalculatePruningInfo	(	DecisionTree *	dt,
		const EventSample *	testEvents = NULL,
		Bool_t	isAutomatic = kFALSE
	)			[pure virtual]

void TMVA::IPruneTool::SetPruneStrength

(

Double_t

alpha

)

[inline]

Definition at line 90 of file IPruneTool.h.

References fPruneStrength.

Double_t TMVA::IPruneTool::GetPruneStrength

(

)

const [inline]

Definition at line 92 of file IPruneTool.h.

References fPruneStrength.

void TMVA::IPruneTool::SetAutomatic

(

)

[inline]

Definition at line 96 of file IPruneTool.h.

References fPruneStrength.

Referenced by TMVA::CostComplexityPruneTool::CalculatePruningInfo().

Bool_t TMVA::IPruneTool::IsAutomatic

(

)

const [inline]

Definition at line 97 of file IPruneTool.h.

References fPruneStrength.

Referenced by TMVA::CostComplexityPruneTool::CalculatePruningInfo(), TMVA::ExpectedErrorPruneTool::CalculatePruningInfo(), and TMVA::CostComplexityPruneTool::Optimize().

virtual PruningInfo* TMVA::IPruneTool::CalculatePruningInfo	(	DecisionTree *	dt,
		const EventSample *	testEvents = NULL,
		Bool_t	isAutomatic = kFALSE
	)			[pure virtual]

void TMVA::IPruneTool::SetPruneStrength

(

Double_t

alpha

)

[inline]

Definition at line 90 of file IPruneTool.h.

References fPruneStrength.

Double_t TMVA::IPruneTool::GetPruneStrength

(

)

const [inline]

Definition at line 92 of file IPruneTool.h.

References fPruneStrength.

void TMVA::IPruneTool::SetAutomatic

(

)

[inline]

Definition at line 96 of file IPruneTool.h.

References fPruneStrength.

Bool_t TMVA::IPruneTool::IsAutomatic

(

)

const [inline]

Definition at line 97 of file IPruneTool.h.

References fPruneStrength.

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Member Data Documentation

Double_t TMVA::IPruneTool::fPruneStrength [protected]

Definition at line 103 of file IPruneTool.h.

Referenced by TMVA::CostComplexityPruneTool::CalculatePruningInfo(), TMVA::ExpectedErrorPruneTool::CalculatePruningInfo(), TMVA::ExpectedErrorPruneTool::GetNodeError(), GetPruneStrength(), IsAutomatic(), TMVA::CostComplexityPruneTool::Optimize(), SetAutomatic(), and SetPruneStrength().

Double_t TMVA::IPruneTool::S [protected]

regularization parameter in pruning

Definition at line 106 of file IPruneTool.h.

Double_t TMVA::IPruneTool::B [protected]

Definition at line 106 of file IPruneTool.h.

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

• include/TMVA/IPruneTool.h
• tmva/inc/IPruneTool.h

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