lti::lvq::maxDistInitFunctor Class Reference

maximum distance initialization More...

#include <ltiLvq.h>

Inheritance diagram for lti::lvq::maxDistInitFunctor:

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Collaboration diagram for lti::lvq::maxDistInitFunctor:

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List of all members.

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

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Detailed Description

maximum distance initialization

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Constructor & Destructor Documentation

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

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

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Member Function Documentation

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

initialization operator

Implements lti::stdLayer::initFunctor.

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Member Data Documentation

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

reference to the matrix with the feature vectors

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

number of neurons per object

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

number of objects

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

vector with the number of views per objectd

const eNormType& lti::lvq::maxDistInitFunctor::norm [protected]

norm

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

vector with the train IDs

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

• ltiLvq.h