File feature_space_tabular.hpp¶

class TabularFeatureSpaceFactory : public IFeatureSpaceFactory ¶

#include <feature_space_tabular.hpp>

Allows to create objects of type IFeatureSpace that provide access to a tabular feature space.

Public Functions

TabularFeatureSpaceFactory(std::unique_ptr<IFeatureBinningFactory> featureBinningFactoryPtr, uint32 numThreads)¶

Parameters:

featureBinningFactoryPtr – An unique pointer to an object of type IFeatureBinningFactory that allows to create implementations of the binning method to be used for assigning numerical feature values to bins
numThreads – The number of CPU threads to be used to update statistics in parallel. Must be at least 1

virtual std::unique_ptr<IFeatureSpace> create(const IColumnWiseFeatureMatrix &featureMatrix, const IFeatureInfo &featureInfo, IStatisticsProvider &statisticsProvider) const override¶

Creates and returns a new object of type IFeatureSpace.

Parameters:

featureMatrix – A reference to an object of type IColumnWiseFeatureMatrix that provides column-wise access to the feature values of individual training examples
featureInfo – A reference to an object of type IFeatureInfo that provides information about the types of individual features
statisticsProvider – A reference to an object of type IStatisticsProvider that provides access to statistics about the labels of the training examples

Returns:

An unique pointer to an object of type IFeatureSpace that has been created

Private Members