TestResultBase Class Reference

Base class for all Polimago Test Results. More...

#include <cvb/polimago/test_result_base.hpp>

Inherits PolimagoFactoryCreatedObject.

Inherited by ClassificationTestResult, and RegressionTestResult.

Public Member Functions
int	NumExamples () const
	Number of examples that contributed to this test result. More...
double	TotalMeanSquareError () const
	Total mean square error of the predictor over all examples and all coordinates. More...
std::vector< double >	ExampleMeanSquareError () const
	Mean square error for each individual example (the index runs over all the examples that contributed to this test result). More...
int	FeatureResolution () const noexcept
	Feature resolution value with which the classifier was trained. More...
Public Member Functions inherited from PolimagoFactoryCreatedObject
void *	Handle () const noexcept
	Classic API Polimago handle. More...
String	FileName () const
	Name of the file the object has been loaded from (or empty string if the object was not loaded). More...
void	Save (const String &fileName) const
	Save this object into a file. More...
double	Lambda () const noexcept
	Regularization value that has been used for generating this object. More...
double	Offset () const noexcept
	Intercept weight that has been used for generating this object. More...
InterpolationType	Interpolation () const noexcept
	Interpolation setting used for generating this object. More...
int	ImagePlanes () const noexcept
	The plane count of the images that have been used for generating this classifier. Image on which this classifier is to be used will need to have the same plane count. More...
Rect< int >	FeatureWindowExtent () const noexcept
	The feature window extent that has been used during classifier training. More...
Size2D< int >	RetinaSize () const noexcept
	Size of the 'Retina' in pixels. The retina is the set of paxels onto which the input image is projected using the preprocessing code prior to application/training of the classifier. More...
Point2D< double >	Correction () const noexcept
	Correction factors in X and Y direction required to rescale the input images for projection onto the retina. More...
String	Preprocessing () const
	Preprocessing code with which this object was generated. More...

Detailed Description

Base class for all Polimago Test Results.

Member Function Documentation

ExampleMeanSquareError()

std::vector< double > ExampleMeanSquareError ( ) const

inline

Mean square error for each individual example (the index runs over all the examples that contributed to this test result).

Returns

The mean square errors.

Exceptions

Any	exception derived from std::exception including CvbException.

FeatureResolution()

int FeatureResolution ( ) const

inlinenoexcept

Feature resolution value with which the classifier was trained.

Returns

The feature resolution.

Exceptions

Does	not throw any exception.

NumExamples()

int NumExamples ( ) const

inline

Number of examples that contributed to this test result.

Returns

The example count.

Exceptions

Any	exception derived from std::exception including CvbException.

TotalMeanSquareError()

double TotalMeanSquareError ( ) const

inline

Total mean square error of the predictor over all examples and all coordinates.

Returns

The total mean square error.

Exceptions

Any	exception derived from std::exception including CvbException.