TrueSGD< T > Class Template Reference

This class extends IncrementalSGD and implements TrueSGD. More...

#include <incremental_sgd.h>

Inheritance diagram for TrueSGD< T >:

List of all members.

Public Member Functions
	TrueSGD (int dim, double lambda)
	Constructor that initializes TrueSGD.
bool	addExample (int y, T ex)
	Uses the given example to train the model.

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Detailed Description

template<class T>
class TrueSGD< T >

This class extends IncrementalSGD and implements TrueSGD.

This means that at each iteration, model changes

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Constructor & Destructor Documentation

template<class T>

TrueSGD< T >::TrueSGD	(	int	dim,
		double	lambda
	)			[inline]

Constructor that initializes TrueSGD.

Parameters:

[in]	dim	dimension of the model
[in]	lambda	lambda value

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Member Function Documentation

template<class T>

bool TrueSGD< T >::addExample	(	int	y,
		T	ex
	)			[virtual]

Uses the given example to train the model.

Parameters:

[in]	y	class of the example
[in]	ex	feature vector of the example

Returns:

whether model changed or not

Implements IncrementalSGD< T >.

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

• incremental_sgd.h
• incremental_sgd.hxx

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