TMLPAnalyzer Class Reference

#include <TMLPAnalyzer.h>

Inheritance diagram for TMLPAnalyzer:

List of all members.


Public Member Functions
	TMLPAnalyzer (TMultiLayerPerceptron &net)
	TMLPAnalyzer (TMultiLayerPerceptron *net)
virtual	~TMLPAnalyzer ()
void	DrawNetwork (Int_t neuron, const char signal, const char bg)
void	DrawDInput (Int_t i)
void	DrawDInputs ()
TProfile *	DrawTruthDeviation (Int_t outnode=0, Option_t *option="")
THStack *	DrawTruthDeviations (Option_t *option="")
TProfile *	DrawTruthDeviationInOut (Int_t innode, Int_t outnode=0, Option_t *option="")
THStack *	DrawTruthDeviationInsOut (Int_t outnode=0, Option_t *option="")
void	CheckNetwork ()
void	GatherInformations ()
TTree *	GetIOTree () const
	TMLPAnalyzer (TMultiLayerPerceptron &net)
	TMLPAnalyzer (TMultiLayerPerceptron *net)
virtual	~TMLPAnalyzer ()
void	DrawNetwork (Int_t neuron, const char signal, const char bg)
void	DrawDInput (Int_t i)
void	DrawDInputs ()
TProfile *	DrawTruthDeviation (Int_t outnode=0, Option_t *option="")
THStack *	DrawTruthDeviations (Option_t *option="")
TProfile *	DrawTruthDeviationInOut (Int_t innode, Int_t outnode=0, Option_t *option="")
THStack *	DrawTruthDeviationInsOut (Int_t outnode=0, Option_t *option="")
void	CheckNetwork ()
void	GatherInformations ()
TTree *	GetIOTree () const
Protected Member Functions
Int_t	GetLayers ()
Int_t	GetNeurons (Int_t layer)
TString	GetNeuronFormula (Int_t idx)
const char *	GetInputNeuronTitle (Int_t in)
const char *	GetOutputNeuronTitle (Int_t out)
Int_t	GetLayers ()
Int_t	GetNeurons (Int_t layer)
TString	GetNeuronFormula (Int_t idx)
const char *	GetInputNeuronTitle (Int_t in)
const char *	GetOutputNeuronTitle (Int_t out)
Private Attributes
TMultiLayerPerceptron *	fNetwork
TTree *	fAnalysisTree
TTree *	fIOTree
TMultiLayerPerceptron *	fNetwork
TTree *	fAnalysisTree
TTree *	fIOTree

Detailed Description

Definition at line 38 of file TMLPAnalyzer.h.

Constructor & Destructor Documentation

TMLPAnalyzer::TMLPAnalyzer ( TMultiLayerPerceptron & net ) [inline]

Definition at line 53 of file TMLPAnalyzer.h.

Referenced by G__G__MLP_105_0_30(), G__G__MLP_105_0_6(), and G__G__MLP_105_0_7().

TMLPAnalyzer::TMLPAnalyzer ( TMultiLayerPerceptron * net ) [inline]

Definition at line 55 of file TMLPAnalyzer.h.

virtual TMLPAnalyzer::~TMLPAnalyzer ( ) [virtual]

TMLPAnalyzer::TMLPAnalyzer ( TMultiLayerPerceptron & net ) [inline]

Definition at line 53 of file TMLPAnalyzer.h.

TMLPAnalyzer::TMLPAnalyzer ( TMultiLayerPerceptron * net ) [inline]

Definition at line 55 of file TMLPAnalyzer.h.

virtual TMLPAnalyzer::~TMLPAnalyzer ( ) [virtual]

Member Function Documentation

Int_t TMLPAnalyzer::GetLayers ( ) [protected]

Definition at line 54 of file TMLPAnalyzer.cxx.

References TString::CountChar(), fNetwork, and TMultiLayerPerceptron::GetStructure().

Referenced by DrawTruthDeviations(), GatherInformations(), and GetNeurons().

Int_t TMLPAnalyzer::GetNeurons ( Int_t layer ) [protected]

Definition at line 63 of file TMLPAnalyzer.cxx.

References xmlio::cnt, TString::First(), fNetwork, GetLayers(), TMultiLayerPerceptron::GetStructure(), TString::Index(), TString::Last(), TString::Length(), num, and output().

Referenced by CheckNetwork(), DrawDInputs(), DrawTruthDeviationInsOut(), DrawTruthDeviations(), and GatherInformations().

TString TMLPAnalyzer::GetNeuronFormula ( Int_t idx ) [protected]

Definition at line 101 of file TMLPAnalyzer.cxx.

References xmlio::cnt, TString::First(), fNetwork, TMultiLayerPerceptron::GetStructure(), and TString::Length().

Referenced by GatherInformations().

const char * TMLPAnalyzer::GetInputNeuronTitle ( Int_t in ) [protected]

Definition at line 128 of file TMLPAnalyzer.cxx.

References TMultiLayerPerceptron::fFirstLayer, fNetwork, and TNamed::GetName().

Referenced by CheckNetwork(), DrawDInputs(), and DrawTruthDeviationInOut().

const char * TMLPAnalyzer::GetOutputNeuronTitle ( Int_t out ) [protected]

Definition at line 136 of file TMLPAnalyzer.cxx.

References TMultiLayerPerceptron::fLastLayer, fNetwork, and TNamed::GetName().

Referenced by DrawTruthDeviation(), DrawTruthDeviationInOut(), DrawTruthDeviationInsOut(), and DrawTruthDeviations().

void TMLPAnalyzer::DrawNetwork	(	Int_t	neuron,
		const char *	signal,
		const char *	bg
	)

Definition at line 332 of file TMLPAnalyzer.cxx.

References THStack::Add(), TLegend::AddEntry(), data, THStack::Draw(), TLegend::Draw(), TMultiLayerPerceptron::fData, TH1::Fill(), fNetwork, Form(), TMultiLayerPerceptron::fTest, TEventList::GetEntry(), TEventList::GetN(), j, kBlue, kRed, legend, nEvents, TMultiLayerPerceptron::Result(), TH1::SetDirectory(), TAttFill::SetFillColor(), TAttFill::SetFillStyle(), TAttLine::SetLineColor(), TH1::SetStats(), and test().

Referenced by G__G__MLP_105_0_8(), and mlpHiggs().

void TMLPAnalyzer::DrawDInput ( Int_t i )

Definition at line 279 of file TMLPAnalyzer.cxx.

References TTree::Draw(), fAnalysisTree, sel, and snprintf.

Referenced by G__G__MLP_105_0_9().

void TMLPAnalyzer::DrawDInputs ( )

Definition at line 291 of file TMLPAnalyzer.cxx.

References THStack::Add(), TLegend::AddEntry(), TTree::Draw(), THStack::Draw(), TLegend::Draw(), fAnalysisTree, Form(), gDirectory, TDirectory::Get(), GetInputNeuronTitle(), GetNeurons(), gPad, i, legend, sel, TH1::SetDirectory(), TAttLine::SetLineColor(), and snprintf.

Referenced by G__G__MLP_105_0_10(), mlpHiggs(), and mlpRegression().

TProfile * TMLPAnalyzer::DrawTruthDeviation	(	Int_t	outnode = `0`,
		Option_t *	option = `""`
	)

Definition at line 388 of file TMLPAnalyzer.cxx.

References TTree::Draw(), fIOTree, TString::Form(), Form(), GatherInformations(), gDirectory, TDirectory::Get(), GetOutputNeuronTitle(), h, and title.

Referenced by DrawTruthDeviations(), and G__G__MLP_105_0_11().

THStack * TMLPAnalyzer::DrawTruthDeviations ( Option_t * option = "" )

Definition at line 421 of file TMLPAnalyzer.cxx.

References THStack::Add(), TLegend::AddEntry(), THStack::Draw(), TLegend::Draw(), DrawTruthDeviation(), GetLayers(), GetNeurons(), GetOutputNeuronTitle(), TObject::GetTitle(), THStack::GetXaxis(), THStack::GetYaxis(), h, and TNamed::SetTitle().

Referenced by G__G__MLP_105_0_12(), and mlpRegression().

TProfile * TMLPAnalyzer::DrawTruthDeviationInOut	(	Int_t	innode,
		Int_t	outnode = `0`,
		Option_t *	option = `""`
	)

Definition at line 465 of file TMLPAnalyzer.cxx.

References TTree::Draw(), TROOT::FindObject(), fIOTree, TString::Form(), Form(), GatherInformations(), GetInputNeuronTitle(), GetOutputNeuronTitle(), gROOT, and h.

Referenced by DrawTruthDeviationInsOut(), and G__G__MLP_105_0_13().

THStack * TMLPAnalyzer::DrawTruthDeviationInsOut	(	Int_t	outnode = `0`,
		Option_t *	option = `""`
	)

Definition at line 497 of file TMLPAnalyzer.cxx.

References THStack::Add(), TLegend::AddEntry(), THStack::Draw(), TLegend::Draw(), DrawTruthDeviationInOut(), TString::Form(), Form(), GetNeurons(), GetOutputNeuronTitle(), THStack::GetXaxis(), THStack::GetYaxis(), h, and TNamed::SetTitle().

Referenced by G__G__MLP_105_0_14(), and mlpRegression().

void TMLPAnalyzer::CheckNetwork ( )

Definition at line 144 of file TMLPAnalyzer.cxx.

References TString::Data(), TTree::Draw(), fAnalysisTree, fNetwork, Form(), gDirectory, TDirectory::Get(), GetInputNeuronTitle(), TH1::GetMean(), GetNeurons(), TH1::GetRMS(), TMultiLayerPerceptron::GetStructure(), i, sel, and snprintf.

Referenced by G__G__MLP_105_0_15(), mlpHiggs(), and mlpRegression().

void TMLPAnalyzer::GatherInformations ( )

Definition at line 166 of file TMLPAnalyzer.cxx.

References TTree::Branch(), TString::Data(), data, TMultiLayerPerceptron::Evaluate(), fAnalysisTree, TMultiLayerPerceptron::fData, TTree::Fill(), fIOTree, TMultiLayerPerceptron::fLastLayer, fNetwork, Form(), TMultiLayerPerceptron::fTest, TMultiLayerPerceptron::GetEntry(), GetLayers(), GetNeuronFormula(), GetNeurons(), TH1::GetRMS(), i, TRegexp::Index(), j, k, l, len, TString::Length(), nEvents, params, TString::Remove(), TTree::ResetBranchAddresses(), TTree::SetDirectory(), TMath::Sqrt(), test(), v1, and val.

Referenced by DrawTruthDeviation(), DrawTruthDeviationInOut(), G__G__MLP_105_0_16(), mlpHiggs(), and mlpRegression().

TTree* TMLPAnalyzer::GetIOTree ( ) const [inline]

Definition at line 69 of file TMLPAnalyzer.h.

References fIOTree.

Referenced by G__G__MLP_105_0_17(), and mlpRegression().

Int_t TMLPAnalyzer::GetLayers ( ) [protected]

Int_t TMLPAnalyzer::GetNeurons ( Int_t layer ) [protected]

TString TMLPAnalyzer::GetNeuronFormula ( Int_t idx ) [protected]

const char* TMLPAnalyzer::GetInputNeuronTitle ( Int_t in ) [protected]

const char* TMLPAnalyzer::GetOutputNeuronTitle ( Int_t out ) [protected]

void TMLPAnalyzer::DrawNetwork	(	Int_t	neuron,
		const char *	signal,
		const char *	bg
	)

void TMLPAnalyzer::DrawDInput ( Int_t i )

void TMLPAnalyzer::DrawDInputs ( )

TProfile* TMLPAnalyzer::DrawTruthDeviation	(	Int_t	outnode = `0`,
		Option_t *	option = `""`
	)

THStack* TMLPAnalyzer::DrawTruthDeviations ( Option_t * option = "" )

TProfile* TMLPAnalyzer::DrawTruthDeviationInOut	(	Int_t	innode,
		Int_t	outnode = `0`,
		Option_t *	option = `""`
	)

THStack* TMLPAnalyzer::DrawTruthDeviationInsOut	(	Int_t	outnode = `0`,
		Option_t *	option = `""`
	)

void TMLPAnalyzer::CheckNetwork ( )

void TMLPAnalyzer::GatherInformations ( )

TTree* TMLPAnalyzer::GetIOTree ( ) const [inline]

Definition at line 69 of file TMLPAnalyzer.h.

References fIOTree.

Member Data Documentation

TMultiLayerPerceptron* TMLPAnalyzer::fNetwork [private]

Definition at line 41 of file TMLPAnalyzer.h.

Referenced by CheckNetwork(), DrawNetwork(), GatherInformations(), GetInputNeuronTitle(), GetLayers(), GetNeuronFormula(), GetNeurons(), and GetOutputNeuronTitle().

TTree* TMLPAnalyzer::fAnalysisTree [private]

Definition at line 42 of file TMLPAnalyzer.h.

Referenced by CheckNetwork(), DrawDInput(), DrawDInputs(), and GatherInformations().

TTree* TMLPAnalyzer::fIOTree [private]

Definition at line 43 of file TMLPAnalyzer.h.

Referenced by DrawTruthDeviation(), DrawTruthDeviationInOut(), GatherInformations(), and GetIOTree().

TMultiLayerPerceptron* TMLPAnalyzer::fNetwork [private]

Definition at line 41 of file TMLPAnalyzer.h.

TTree* TMLPAnalyzer::fAnalysisTree [private]

Definition at line 42 of file TMLPAnalyzer.h.

TTree* TMLPAnalyzer::fIOTree [private]

Definition at line 43 of file TMLPAnalyzer.h.

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

include/TMLPAnalyzer.h
math/mlp/inc/TMLPAnalyzer.h
math/mlp/src/TMLPAnalyzer.cxx

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