Common base class for classifier factories for regression and classification classifiers. More...

Static Public Attributes
const InterpolationType	InterpolationDefault = InterpolationType.Linear
	Default value for interpolation.

Static Public Attributes inherited from PredictorFactoryBase
static readonly ValueRange< double >	LambdaRange = new ValueRange<double>(0.0, 10.0)
	Acceptable scale factor range for search classifier training.

const double	LambdaDefault = 0.1
	Default value for lambda.

const int	FeatureResolutionDefault = 1
	Default value for feature resolution.

static readonly ValueRange< int >	FeatureResolutionRange = new ValueRange<int>(0, 10)
	Valid range of feature resolution value.

const int	PreprocessingMaxLength = InternalExtensions.PreprocessingMaxLength
	Maximum length of a preprocessing code (excluding the terminating zero).

const string	PreprocessingValidCharacters = InternalExtensions.PreprocessingValidCharacters
	characters that a preprocessing string may contain.

Properties
InterpolationType	Interpolation `[get, set]`
	Interpolation setting to be used for generating this object. Using interpolation will generate less artifacts, but requires more processor time.

int	FeatureResolution `[get, set]`
	Feature resolution (determines the size of the classification retina.

Properties inherited from PredictorFactoryBase
double	Lambda `[get, set]`
	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.

string	Preprocessing `[get, set]`
	Preprocessing code with which the object is to be generated.

Additional Inherited Members
Public Member Functions inherited from PredictorFactoryBase
void	Dispose ()
	Disposes of the native data needed for marshalling.

void	UseSettingsFromPredictor (PredictorBase clf)
	Copy the classifier generation settings from a classifier.

Static Public Member Functions inherited from PredictorFactoryBase
static string	FormatPreprocessingCode (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.

Protected Member Functions inherited from PredictorFactoryBase
	PredictorFactoryBase ()
	ctor (internal).

virtual void	Dispose (bool disposing)
	Clean-up of managed-to-native data structures.

virtual void	OnStartProgressReport (int id, string caption, int stepsTotal)
	Event raiser.

virtual void	OnProgressReport (int id, ref bool retval)
	Event raiser.

virtual void	OnEndProgressReport (int id)
	Event raiser.

Events inherited from PredictorFactoryBase
EventHandler< StartProgressReportEventArgs >	StartProgressReport
	Event that will be fired when a new progress stage was initiated.

EventHandler< ProgressReportEventArgs >	ProgressReport
	Event that informs about a progress step in the given stage.

EventHandler< EndProgressReportEventArgs >	EndProgressReport
	Event that informs about the finalization of a given stage.

Detailed Description

Common base class for classifier factories for regression and classification classifiers.

Static Public Attributes