PredictorFactoryBase Class Reference

Base class for classifier factory classes. More...

#include <cvb/polimago/predictor_factory_base.hpp>

Inherited by PredictorFactoryBaseEx, and SearchPredictorFactory.

Public Member Functions
double	Lambda () const noexcept
	Gets the regularization value to be used for generating the object. More...
void	SetLambda (double lambda)
	Sets the regularization value to be used for generating the object. Possible values range from 0 to 10, good starting values for experiments are usually around 0.01. More...
String	Preprocessing () const
	Get preprocessing code with which the object is to be generated. More...
void	SetPreprocessing (const String &code)
	Set preprocessing code with which the object is to be generated. More...

Static Public Member Functions
static ValueRange< double >	LambdaRange ()
	Acceptable scale factor range for search classifier training.
static ValueRange< int >	FeatureResolutionRange ()
	Valid range of feature resolution value.
static constexpr std::array< char, 4 >	PreprocessingValidCharacters ()
	Characters that a preprocessing string may contain.
static String	FormatPreprocessingCode (const String &input)
	Correct a preprocessing code to make sure that no invalid characters are in the code and the code does not exceed the maximum length. More...

Static Public Attributes
static constexpr double	LambdaDefault = 0.1
	Default value for lambda.
static constexpr int	FeatureResolutionDefault = 1
	Default value for feature resolution.
static constexpr int	PreprocessingMaxLength = 15
	Maximum length of a preprocessing code (excluding the terminating zero).

Detailed Description

Base class for classifier factory classes.

Member Function Documentation

FormatPreprocessingCode()

static String FormatPreprocessingCode ( const String &  input )

inlinestatic

Correct a preprocessing code to make sure that no invalid characters are in the code and the code does not exceed the maximum length.

Parameters

[in]

input

String to be corrected.

Returns

Corrected string.

Exceptions

Any	exception derived from std::exception including CvbException.

Lambda()

double Lambda ( ) const

inlinenoexcept

Gets the regularization value to be used for generating the object.

Returns

The lambda value.

Exceptions

Does	not throw any exception.

Preprocessing()

String Preprocessing ( ) const

inline

Get preprocessing code with which the object is to be generated.

Returns

The preprocessing code.

Exceptions

Any	exception derived from std::exception including CvbException.

SetLambda()

void SetLambda ( double  lambda )

inline

Sets the regularization value to be used for generating the object. Possible values range from 0 to 10, good starting values for experiments are usually around 0.01.

Parameters

[in]

lambda

The lambda value.

Exceptions

Any	exception derived from std::exception including CvbException.

SetPreprocessing()

void SetPreprocessing ( const String &  code )

inline

Set preprocessing code with which the object is to be generated.

Parameters

[in]

code

The preprocessing code.

Exceptions

Any	exception derived from std::exception including CvbException.