theplu::yat::classifier::Sampler Class Reference

Interface class for dividing samples into training and validation. More...

#include <yat/classifier/Sampler.h>

Inheritance diagram for theplu::yat::classifier::Sampler:

Public Member Functions
	Sampler (const Target &target, size_t N)
	Constructor. More...
virtual	~Sampler ()=0
size_t	size (void) const
const Target &	target (void) const
const utility::Index &	training_index (size_t i) const
const Target &	training_target (size_t i) const
const utility::Index &	validation_index (size_t i) const
const Target &	validation_target (size_t i) const

Protected Attributes
std::vector< utility::Index >	training_index_
	index of training sets for the partitions
std::vector< Target >	training_target_
	Targets for training sets for the partitions.
std::vector< utility::Index >	validation_index_
	index of validation sets for the partitions
std::vector< Target >	validation_target_
	Targets for validation sets for the partitions.

Detailed Description

Interface class for dividing samples into training and validation.

Constructor & Destructor Documentation

Sampler()

theplu::yat::classifier::Sampler::Sampler	(	const Target &	target,
		size_t	N
	)

Constructor.

Parameters

target	used to balance partitions
N	Number of partitions

~Sampler()

virtual theplu::yat::classifier::Sampler::~Sampler ( )

pure virtual

Destructor (pure virtual destructor)

Member Function Documentation

size()

size_t theplu::yat::classifier::Sampler::size

(

void

)

const

Returns

number of partitions

target()

const Target& theplu::yat::classifier::Sampler::target

(

void

)

const

Returns

the targets for the total set

training_index()

const utility::Index& theplu::yat::classifier::Sampler::training_index

(

size_t

i

)

const

Returns

training indices

training_target()

const Target& theplu::yat::classifier::Sampler::training_target

(

size_t

i

)

const

Returns

training target

Note

if state is invalid the result is undefined

validation_index()

const utility::Index& theplu::yat::classifier::Sampler::validation_index

(

size_t

i

)

const

Returns

validation index

Note

if state is invalid the result is undefined

validation_target()

const Target& theplu::yat::classifier::Sampler::validation_target

(

size_t

i

)

const

Returns

validation target

Note

if state is invalid the result is undefined

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

• yat/classifier/Sampler.h