File output_sampling_without_replacement.hpp¶

class IOutputSamplingWithoutReplacementConfig¶

#include <output_sampling_without_replacement.hpp>

Defines an interface for all classes that allow to configure a method for sampling outputs without replacement.

Public Functions

virtual uint32 getNumSamples() const = 0¶

Returns the number of outputs that are included in a sample.

Sets the number of outputs that should be included in a sample.

Parameters:: numSamples – The number of outputs that should be included in a sample. Must be at least 1
Returns:: A reference to an object of type IOutputSamplingWithoutReplacementConfig that allows further configuration of the sampling method

class OutputSamplingWithoutReplacementConfig : public IOutputSamplingConfig, public IOutputSamplingWithoutReplacementConfig ¶

#include <output_sampling_without_replacement.hpp>

Allows to configure a method for sampling outputs without replacement.

Public Functions

virtual uint32 getNumSamples() const override¶

Returns the number of outputs that are included in a sample.

Sets the number of outputs that should be included in a sample.

Parameters:: numSamples – The number of outputs that should be included in a sample. Must be at least 1
Returns:: A reference to an object of type IOutputSamplingWithoutReplacementConfig that allows further configuration of the sampling method

virtual std::unique_ptr<IOutputSamplingFactory> createOutputSamplingFactory(const IOutputMatrix &outputMatrix) const override¶

Creates and returns a new object of type IOutputSamplingFactory according to the specified configuration.

Parameters:: outputMatrix – A reference to an object of type IOutputMatrix that provides access to the ground truth of the training examples
Returns:: An unique pointer to an object of type IOutputSamplingFactory that has been created

Private Members