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ROOT 6.18/05 Reference Guide |
Huber Loss Function.
Definition at line 144 of file LossFunction.h.
Public Member Functions | |
HuberLossFunction () | |
huber constructor More... | |
HuberLossFunction (Double_t quantile) | |
~HuberLossFunction () | |
huber destructor More... | |
Double_t | CalculateLoss (LossFunctionEventInfo &e) |
huber, determine the loss for a single event More... | |
Double_t | CalculateMeanLoss (std::vector< LossFunctionEventInfo > &evs) |
huber, determine the mean loss for a collection of events More... | |
Double_t | CalculateNetLoss (std::vector< LossFunctionEventInfo > &evs) |
huber, determine the net loss for a collection of events More... | |
Double_t | CalculateQuantile (std::vector< LossFunctionEventInfo > &evs, Double_t whichQuantile, Double_t sumOfWeights, bool abs) |
huber, determine the quantile for a given input More... | |
Double_t | CalculateSumOfWeights (const std::vector< LossFunctionEventInfo > &evs) |
huber, calculate the sum of weights for the events in the vector More... | |
Int_t | Id () |
void | Init (std::vector< LossFunctionEventInfo > &evs) |
figure out the residual that determines the separation between the "core" and the "tails" of the residuals distribution More... | |
TString | Name () |
void | SetSumOfWeights (std::vector< LossFunctionEventInfo > &evs) |
huber, set the sum of weights given a collection of events More... | |
void | SetTransitionPoint (std::vector< LossFunctionEventInfo > &evs) |
huber, determine the transition point using the values for fQuantile and fSumOfWeights which presumably have already been set More... | |
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LossFunction () | |
virtual | ~LossFunction () |
virtual Double_t | CalculateLoss (LossFunctionEventInfo &e)=0 |
virtual Double_t | CalculateMeanLoss (std::vector< LossFunctionEventInfo > &evs)=0 |
virtual Double_t | CalculateNetLoss (std::vector< LossFunctionEventInfo > &evs)=0 |
virtual Int_t | Id ()=0 |
virtual TString | Name ()=0 |
Protected Attributes | |
Double_t | fQuantile |
Double_t | fSumOfWeights |
Double_t | fTransitionPoint |
#include <TMVA/LossFunction.h>
TMVA::HuberLossFunction::HuberLossFunction | ( | ) |
huber constructor
Definition at line 56 of file LossFunction.cxx.
TMVA::HuberLossFunction::HuberLossFunction | ( | Double_t | quantile | ) |
Definition at line 63 of file LossFunction.cxx.
TMVA::HuberLossFunction::~HuberLossFunction | ( | ) |
huber destructor
Definition at line 72 of file LossFunction.cxx.
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virtual |
huber, determine the loss for a single event
Implements TMVA::LossFunction.
Definition at line 181 of file LossFunction.cxx.
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virtual |
huber, determine the mean loss for a collection of events
Implements TMVA::LossFunction.
Definition at line 220 of file LossFunction.cxx.
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virtual |
huber, determine the net loss for a collection of events
Implements TMVA::LossFunction.
Definition at line 202 of file LossFunction.cxx.
Double_t TMVA::HuberLossFunction::CalculateQuantile | ( | std::vector< LossFunctionEventInfo > & | evs, |
Double_t | whichQuantile, | ||
Double_t | sumOfWeights, | ||
bool | abs | ||
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huber, determine the quantile for a given input
Definition at line 117 of file LossFunction.cxx.
Double_t TMVA::HuberLossFunction::CalculateSumOfWeights | ( | const std::vector< LossFunctionEventInfo > & | evs | ) |
huber, calculate the sum of weights for the events in the vector
Definition at line 92 of file LossFunction.cxx.
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inlinevirtual |
Implements TMVA::LossFunction.
Definition at line 158 of file LossFunction.h.
void TMVA::HuberLossFunction::Init | ( | std::vector< LossFunctionEventInfo > & | evs | ) |
figure out the residual that determines the separation between the "core" and the "tails" of the residuals distribution
Definition at line 80 of file LossFunction.cxx.
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inlinevirtual |
Implements TMVA::LossFunction.
Definition at line 157 of file LossFunction.h.
void TMVA::HuberLossFunction::SetSumOfWeights | ( | std::vector< LossFunctionEventInfo > & | evs | ) |
huber, set the sum of weights given a collection of events
Definition at line 174 of file LossFunction.cxx.
void TMVA::HuberLossFunction::SetTransitionPoint | ( | std::vector< LossFunctionEventInfo > & | evs | ) |
huber, determine the transition point using the values for fQuantile and fSumOfWeights which presumably have already been set
Definition at line 147 of file LossFunction.cxx.
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protected |
Definition at line 168 of file LossFunction.h.
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protected |
Definition at line 170 of file LossFunction.h.
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protected |
Definition at line 169 of file LossFunction.h.