TMVA::ExpectedErrorPruneTool Class Reference

#include <ExpectedErrorPruneTool.h>

Inheritance diagram for TMVA::ExpectedErrorPruneTool:

List of all members.

Public Member Functions
	ExpectedErrorPruneTool ()
virtual	~ExpectedErrorPruneTool ()
virtual PruningInfo *	CalculatePruningInfo (DecisionTree *dt, const IPruneTool::EventSample *testEvents=NULL, Bool_t isAutomatic=kFALSE)
void	SetPruneStrengthIncrement (Double_t dalpha)
	ExpectedErrorPruneTool ()
virtual	~ExpectedErrorPruneTool ()
virtual PruningInfo *	CalculatePruningInfo (DecisionTree *dt, const IPruneTool::EventSample *testEvents=NULL, Bool_t isAutomatic=kFALSE)
void	SetPruneStrengthIncrement (Double_t dalpha)
Private Member Functions
void	FindListOfNodes (DecisionTreeNode *node)
Double_t	GetNodeError (DecisionTreeNode *node) const
Double_t	GetSubTreeError (DecisionTreeNode *node) const
Int_t	CountNodes (DecisionTreeNode *node, Int_t icount=0)
MsgLogger &	Log () const
void	FindListOfNodes (DecisionTreeNode *node)
Double_t	GetNodeError (DecisionTreeNode *node) const
Double_t	GetSubTreeError (DecisionTreeNode *node) const
Int_t	CountNodes (DecisionTreeNode *node, Int_t icount=0)
MsgLogger &	Log () const
Private Attributes
Double_t	fDeltaPruneStrength
Double_t	fNodePurityLimit
	the stepsize for optimizing the pruning strength parameter
std::vector< DecisionTreeNode * >	fPruneSequence
	the purity limit for labelling a terminal node as signal
MsgLogger *	fLogger
	the (optimal) prune sequence
std::vector< DecisionTreeNode * >	fPruneSequence
	the purity limit for labelling a terminal node as signal
MsgLogger *	fLogger
	the (optimal) prune sequence

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Detailed Description

Definition at line 59 of file ExpectedErrorPruneTool.h.

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Constructor & Destructor Documentation

TMVA::ExpectedErrorPruneTool::ExpectedErrorPruneTool

(

)

Definition at line 33 of file ExpectedErrorPruneTool.cxx.

TMVA::ExpectedErrorPruneTool::~ExpectedErrorPruneTool

(

)

[virtual]

Definition at line 41 of file ExpectedErrorPruneTool.cxx.

References fLogger.

TMVA::ExpectedErrorPruneTool::ExpectedErrorPruneTool

(

)

virtual TMVA::ExpectedErrorPruneTool::~ExpectedErrorPruneTool

(

)

[virtual]

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Member Function Documentation

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

Implements TMVA::IPruneTool.

Definition at line 48 of file ExpectedErrorPruneTool.cxx.

References Endl, FindListOfNodes(), fNodePurityLimit, fPruneSequence, TMVA::IPruneTool::fPruneStrength, TMVA::DecisionTree::GetNodePurityLimit(), TMVA::DecisionTree::GetRoot(), TMVA::IPruneTool::IsAutomatic(), kFALSE, TMVA::kFATAL, TMVA::kWARNING, Log(), and NULL.

void TMVA::ExpectedErrorPruneTool::SetPruneStrengthIncrement

(

Double_t

dalpha

)

[inline]

Definition at line 70 of file ExpectedErrorPruneTool.h.

References fDeltaPruneStrength.

void TMVA::ExpectedErrorPruneTool::FindListOfNodes

(

DecisionTreeNode *

node

)

[private]

Definition at line 142 of file ExpectedErrorPruneTool.cxx.

References fPruneSequence, TMVA::DecisionTreeNode::GetLeft(), GetNodeError(), TMVA::DecisionTreeNode::GetNodeType(), TMVA::DecisionTreeNode::GetRight(), TMVA::DecisionTreeNode::IsTerminal(), and l.

Referenced by CalculatePruningInfo().

Double_t TMVA::ExpectedErrorPruneTool::GetNodeError

(

DecisionTreeNode *

node

)

const [private]

Definition at line 177 of file ExpectedErrorPruneTool.cxx.

References fNodePurityLimit, TMVA::IPruneTool::fPruneStrength, TMVA::DecisionTreeNode::GetNEvents(), TMVA::DecisionTreeNode::GetPurity(), min, and TMath::Sqrt().

Referenced by FindListOfNodes(), and GetSubTreeError().

Double_t TMVA::ExpectedErrorPruneTool::GetSubTreeError

(

DecisionTreeNode *

node

)

const [private]

Definition at line 158 of file ExpectedErrorPruneTool.cxx.

References TMVA::DecisionTreeNode::GetLeft(), TMVA::DecisionTreeNode::GetNEvents(), GetNodeError(), TMVA::DecisionTreeNode::GetNodeType(), TMVA::DecisionTreeNode::GetRight(), TMVA::DecisionTreeNode::IsTerminal(), and l.

Int_t TMVA::ExpectedErrorPruneTool::CountNodes	(	DecisionTreeNode *	node,
		Int_t	icount = 0
	)			[inline, private]

Definition at line 86 of file ExpectedErrorPruneTool.h.

References TMVA::DecisionTreeNode::GetLeft(), TMVA::DecisionTreeNode::GetRight(), TMVA::DecisionTreeNode::IsTerminal(), l, and NULL.

MsgLogger& TMVA::ExpectedErrorPruneTool::Log

(

)

const [inline, private]

Definition at line 83 of file ExpectedErrorPruneTool.h.

References fLogger.

Referenced by CalculatePruningInfo().

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

Implements TMVA::IPruneTool.

void TMVA::ExpectedErrorPruneTool::SetPruneStrengthIncrement

(

Double_t

dalpha

)

[inline]

Definition at line 70 of file ExpectedErrorPruneTool.h.

References fDeltaPruneStrength.

void TMVA::ExpectedErrorPruneTool::FindListOfNodes

(

DecisionTreeNode *

node

)

[private]

Double_t TMVA::ExpectedErrorPruneTool::GetNodeError

(

DecisionTreeNode *

node

)

const [private]

Double_t TMVA::ExpectedErrorPruneTool::GetSubTreeError

(

DecisionTreeNode *

node

)

const [private]

Int_t TMVA::ExpectedErrorPruneTool::CountNodes	(	DecisionTreeNode *	node,
		Int_t	icount = 0
	)			[private]

MsgLogger& TMVA::ExpectedErrorPruneTool::Log

(

)

const [inline, private]

Definition at line 83 of file ExpectedErrorPruneTool.h.

References fLogger.

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Member Data Documentation

Double_t TMVA::ExpectedErrorPruneTool::fDeltaPruneStrength [private]

Definition at line 78 of file ExpectedErrorPruneTool.h.

Referenced by SetPruneStrengthIncrement().

Double_t TMVA::ExpectedErrorPruneTool::fNodePurityLimit [private]

the stepsize for optimizing the pruning strength parameter

Definition at line 79 of file ExpectedErrorPruneTool.h.

Referenced by CalculatePruningInfo(), and GetNodeError().

std::vector<DecisionTreeNode*> TMVA::ExpectedErrorPruneTool::fPruneSequence [private]

the purity limit for labelling a terminal node as signal

Definition at line 80 of file ExpectedErrorPruneTool.h.

Referenced by CalculatePruningInfo(), and FindListOfNodes().

MsgLogger* TMVA::ExpectedErrorPruneTool::fLogger [mutable, private]

the (optimal) prune sequence

Definition at line 82 of file ExpectedErrorPruneTool.h.

Referenced by Log(), and ~ExpectedErrorPruneTool().

std::vector<DecisionTreeNode*> TMVA::ExpectedErrorPruneTool::fPruneSequence [private]

the purity limit for labelling a terminal node as signal

Definition at line 80 of file ExpectedErrorPruneTool.h.

MsgLogger* TMVA::ExpectedErrorPruneTool::fLogger [mutable, private]

the (optimal) prune sequence

Definition at line 82 of file ExpectedErrorPruneTool.h.

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

• include/TMVA/ExpectedErrorPruneTool.h
• tmva/inc/ExpectedErrorPruneTool.h
• tmva/src/ExpectedErrorPruneTool.cxx

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