Detailed Description

The default loss function is squared error.

#include <GOptimizer.h>

Inheritance diagram for GClasses::GSquaredError:

Public Member Functions
virtual void	calculateOutputLayerBlame (const GVec &prediction, const GVec &label, GVec &blame) override
	Calculate the error term (a.k.a. blame) associated with the activation of this layer. More...

virtual void	evaluate (const GVec &prediction, const GVec &label, GVec &loss) override
	Calculate the error. More...

Public Member Functions inherited from GClasses::GObjective
	GObjective ()

virtual	~GObjective ()

virtual void	setSlack (const GVec &slack)
	Enable the use of slack (a margin-of-error). More...

Additional Inherited Members
Protected Attributes inherited from GClasses::GObjective
GVec	m_slack

bool	m_useSlack

Member Function Documentation

virtual void GClasses::GSquaredError::calculateOutputLayerBlame	(	const GVec &	prediction,
		const GVec &	label,
		GVec &	blame
	)

overridevirtual

Calculate the error term (a.k.a. blame) associated with the activation of this layer.

virtual void GClasses::GSquaredError::evaluate	(	const GVec &	prediction,
		const GVec &	label,
		GVec &	loss
	)

overridevirtual

Calculate the error.