dismec::DataProcessing Class Reference

#include <app.h>

Public Member Functions
void	setup_data_args (CLI::App &app)
std::shared_ptr< MultiLabelData >	load (int verbose)
bool	augment_for_bias () const

Private Attributes
std::string	DataSetFile
	The file from which the dataset should be read. More...
std::string	LabelFile
bool	OneBasedIndex = false
bool	NormalizeInstances = false
DatasetTransform	TransformData = DatasetTransform::IDENTITY
CLI::Option *	AugmentForBias = nullptr
real_t	Bias = 0
int	HashBuckets = -1
int	HashRepeats = -1
unsigned	HashSeed = 42

Detailed Description

Definition at line 16 of file app.h.

Member Function Documentation

augment_for_bias()

bool DataProcessing::augment_for_bias

(

)

const

Definition at line 102 of file app.cpp.

References AugmentForBias.

load()

std::shared_ptr< MultiLabelData > DataProcessing::load

(

int

verbose

)

Definition at line 47 of file app.cpp.

References dismec::augment_features_with_bias(), AugmentForBias, Bias, DataSetFile, dismec::hash_sparse_features(), HashBuckets, HashRepeats, HashSeed, dismec::IDENTITY, LabelFile, dismec::normalize_instances(), NormalizeInstances, dismec::transform_features(), and TransformData.

Referenced by main().

setup_data_args()

void DataProcessing::setup_data_args

(

CLI::App &

app

)

Definition at line 14 of file app.cpp.

References AugmentForBias, Bias, DataSetFile, HashBuckets, HashRepeats, HashSeed, dismec::IDENTITY, LabelFile, dismec::LOG_ONE_PLUS, NormalizeInstances, dismec::ONE_PLUS_LOG, OneBasedIndex, dismec::SQRT, and TransformData.

Referenced by main().

Member Data Documentation

AugmentForBias

CLI::Option* dismec::DataProcessing::AugmentForBias = nullptr

private

Definition at line 28 of file app.h.

Referenced by augment_for_bias(), load(), and setup_data_args().

Bias

real_t dismec::DataProcessing::Bias = 0

private

Definition at line 29 of file app.h.

Referenced by load(), and setup_data_args().

DataSetFile

std::string dismec::DataProcessing::DataSetFile

private

The file from which the dataset should be read.

Definition at line 23 of file app.h.

Referenced by load(), and setup_data_args().

HashBuckets

int dismec::DataProcessing::HashBuckets = -1

private

Definition at line 32 of file app.h.

Referenced by load(), and setup_data_args().

HashRepeats

int dismec::DataProcessing::HashRepeats = -1

private

Definition at line 33 of file app.h.

Referenced by load(), and setup_data_args().

HashSeed

unsigned dismec::DataProcessing::HashSeed = 42

private

Definition at line 34 of file app.h.

Referenced by load(), and setup_data_args().

LabelFile

std::string dismec::DataProcessing::LabelFile

private

Definition at line 24 of file app.h.

Referenced by load(), and setup_data_args().

NormalizeInstances

bool dismec::DataProcessing::NormalizeInstances = false

private

Definition at line 26 of file app.h.

Referenced by load(), and setup_data_args().

OneBasedIndex

bool dismec::DataProcessing::OneBasedIndex = false

private

Definition at line 25 of file app.h.

Referenced by setup_data_args().

TransformData

DatasetTransform dismec::DataProcessing::TransformData = DatasetTransform::IDENTITY

private

Definition at line 27 of file app.h.

Referenced by load(), and setup_data_args().

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The documentation for this class was generated from the following files:

• src/app.h
• src/app.cpp