shark::DiagonalWithCircle Class Reference

#include <shark/Data/DataDistribution.h>

Inheritance diagram for shark::DiagonalWithCircle:

Public Member Functions
	DiagonalWithCircle (double radius=1.0, double noise=0.0)
void	draw (RealVector &input, unsigned int &label) const
	Generates a single pair of input and label.
Public Member Functions inherited from shark::LabeledDataDistribution< RealVector, unsigned int >
virtual	~LabeledDataDistribution ()
	Virtual destructor.
std::pair< RealVector, unsigned int >	operator() ()
LabeledData< RealVector, unsigned int >	generateDataset (std::size_t size, std::size_t maximumBatchSize) const
	Generates a dataset with samples from from the distribution.
LabeledData< RealVector, unsigned int >	generateDataset (std::size_t size) const
	Generates a data set with samples from from the distribution.

Protected Attributes
double	m_radius2
double	m_noiselevel

Detailed Description

Definition at line 342 of file DataDistribution.h.

Constructor & Destructor Documentation

DiagonalWithCircle()

shark::DiagonalWithCircle::DiagonalWithCircle ( double  radius = 1.0, double  noise = 0.0  )

inline

Definition at line 345 of file DataDistribution.h.

Member Function Documentation

draw()

void shark::DiagonalWithCircle::draw ( RealVector &  input, unsigned int &  label  ) const

inlinevirtual

Generates a single pair of input and label.

Parameters

input	the generated input
label	the generated label

Implements shark::LabeledDataDistribution< RealVector, unsigned int >.

Definition at line 350 of file DataDistribution.h.

References shark::random::globalRng, m_noiselevel, m_radius2, and shark::random::uni().

Member Data Documentation

m_noiselevel

double shark::DiagonalWithCircle::m_noiselevel

protected

Definition at line 374 of file DataDistribution.h.

Referenced by draw().

m_radius2

double shark::DiagonalWithCircle::m_radius2

protected

Definition at line 373 of file DataDistribution.h.

Referenced by draw().

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

• include/shark/Data/DataDistribution.h