lti::lvq::randInitFunctor Class Reference

random initialization More...

#include <ltiLvq.h>

Inheritance diagram for lti::lvq::randInitFunctor:

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Collaboration diagram for lti::lvq::randInitFunctor:

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List of all members.

Public Member Functions
	randInitFunctor (const dmatrix &theFeatures, const ivector &theTrainIDs, const ivector &theNbViewsObj, const int &theNbObj, const int &theNbNeurObj)
bool	operator() (dmatrix &weights, ivector &outID)
Protected Attributes
const dmatrix &	features
const ivector &	trainIDs
const ivector &	nbViewsObj
const int &	nbObj
const int &	nbNeurObj

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Detailed Description

random initialization

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Constructor & Destructor Documentation

lti::lvq::randInitFunctor::randInitFunctor	(	const dmatrix &	theFeatures,
		const ivector &	theTrainIDs,
		const ivector &	theNbViewsObj,
		const int &	theNbObj,
		const int &	theNbNeurObj
	)

LVQ ANNs are best initialized with the training data therefore the somewhat bulky constructor.

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Member Function Documentation

bool lti::lvq::randInitFunctor::operator()	(	dmatrix &	weights,
		ivector &	outID
	)			[virtual]

initialization operator

Implements lti::stdLayer::initFunctor.

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Member Data Documentation

const dmatrix& lti::lvq::randInitFunctor::features [protected]

reference matrix to the features

const int& lti::lvq::randInitFunctor::nbNeurObj [protected]

number of neuron per object

const int& lti::lvq::randInitFunctor::nbObj [protected]

number of objects

const ivector& lti::lvq::randInitFunctor::nbViewsObj [protected]

number of views per object

const ivector& lti::lvq::randInitFunctor::trainIDs [protected]

reference vector to the train IDs

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

• ltiLvq.h