CVDatasetTools.h File Reference

#include <shark/Data/Dataset.h>
#include <shark/Core/Random.h>
#include <algorithm>
#include <shark/Data/DataView.h>
#include <utility>

Go to the source code of this file.

Classes
class	shark::CVFolds< DatasetTypeT >

Namespaces
	shark
	AbstractMultiObjectiveOptimizer.

Typedefs
typedef std::pair< std::vector< std::size_t >, std::vector< std::size_t > >	shark::RecreationIndices
	auxiliary typedef for createCVSameSizeBalanced and createCVFullyIndexed, stores location index in the first and partition index in the second More...

Functions
template<class I , class L >
CVFolds< LabeledData< I, L > >	shark::createCVIID (LabeledData< I, L > &set, std::size_t numberOfPartitions, std::size_t batchSize=Data< I >::DefaultBatchSize)
	Create a partition for cross validation. More...
template<class I , class L >
CVFolds< LabeledData< I, L > >	shark::createCVSameSize (LabeledData< I, L > &set, std::size_t numberOfPartitions, std::size_t batchSize=LabeledData< I, L >::DefaultBatchSize)
	Create a partition for cross validation. More...
template<class I >
CVFolds< LabeledData< I, unsigned int > >	shark::createCVSameSizeBalanced (LabeledData< I, unsigned int > &set, std::size_t numberOfPartitions, std::size_t batchSize=Data< I >::DefaultBatchSize, RecreationIndices *cv_indices=NULL)
	Create a partition for cross validation. More...
template<class I , class L >
CVFolds< LabeledData< I, L > >	shark::createCVBatch (LabeledData< I, L > const &set, std::size_t numberOfPartitions)
	Create a partition for cross validation without changing the dataset. More...
template<class I , class L >
CVFolds< LabeledData< I, L > >	shark::createCVIndexed (LabeledData< I, L > &set, std::size_t numberOfPartitions, std::vector< std::size_t > indices, std::size_t batchSize=Data< I >::DefaultBatchSize)
	Create a partition for cross validation from indices. More...
template<class I , class L >
CVFolds< LabeledData< I, L > >	shark::createCVFullyIndexed (LabeledData< I, L > &set, std::size_t numberOfPartitions, RecreationIndices indices, std::size_t batchSize=Data< I >::DefaultBatchSize)
	Create a partition for cross validation from indices for both ordering and partitioning. More...