File statistics_provider_decomposable_sparse.hpp¶

namespace seco

template<typename VectorMath> class SparseDecomposableStatisticsProviderFactory : public IClassificationStatisticsProviderFactory ¶

#include <statistics_provider_decomposable_sparse.hpp>

Allows to create instances of the class IStatisticsProvider that provide access to an object of type IDecomposableStatistics using sparse data structures for storing the statistics.

Template Parameters:: VectorMath – The type that implements basic operations for calculating with numerical arrays

Public Functions

SparseDecomposableStatisticsProviderFactory(std::unique_ptr<IDecomposableRuleEvaluationFactory> defaultRuleEvaluationFactoryPtr, std::unique_ptr<IDecomposableRuleEvaluationFactory> regularRuleEvaluationFactoryPtr, std::unique_ptr<IDecomposableRuleEvaluationFactory> pruningRuleEvaluationFactoryPtr)¶

Parameters:

defaultRuleEvaluationFactoryPtr – An unique pointer to an object of type IDecomposableRuleEvaluationFactory that should be used for calculating the predictions, as well as corresponding quality scores, of the default rule
regularRuleEvaluationFactoryPtr – An unique pointer to an object of type IDecomposableRuleEvaluationFactory that should be used for calculating the predictions, as well as corresponding quality scores, of all remaining rules
pruningRuleEvaluationFactoryPtr – An unique pointer to an object of type IDecomposableRuleEvaluationFactory that should be used for calculating the predictions, as well as corresponding quality scores, when pruning rules

std::unique_ptr<IStatisticsProvider> create(const CContiguousView<const uint8> &labelMatrix) const override¶