PHP Class Phpml\CrossValidation\Split

Show file Open project: php-ai/php-ml

Protected Properties

Property	Type	Description
$testLabels	array
$testSamples	array
$trainLabels	array
$trainSamples	array

Public Methods

Method	Description
__construct ( Phpml\Dataset\Dataset $dataset, float $testSize = 0.3, integer $seed = null )
getTestLabels ( ) : array
getTestSamples ( ) : array
getTrainLabels ( ) : array
getTrainSamples ( ) : array

Protected Methods

Method	Description
seedGenerator ( integer $seed = null )
splitDataset ( Phpml\Dataset\Dataset $dataset, float $testSize )

Method Details

__construct() public method

public __construct ( Phpml\Dataset\Dataset $dataset, float $testSize = 0.3, integer $seed = null )
$dataset	Phpml\Dataset\Dataset
$testSize	float
$seed	integer

getTestLabels() public method

public getTestLabels ( ) : array
return	array

getTestSamples() public method

public getTestSamples ( ) : array
return	array

getTrainLabels() public method

public getTrainLabels ( ) : array
return	array

getTrainSamples() public method

public getTrainSamples ( ) : array
return	array

seedGenerator() protected method

protected seedGenerator ( integer $seed = null )
$seed	integer

splitDataset() abstract protected method

abstract protected splitDataset ( Phpml\Dataset\Dataset $dataset, float $testSize )
$dataset	Phpml\Dataset\Dataset
$testSize	float

Property Details

$testLabels protected property

protected array $testLabels
return	array

$testSamples protected property

protected array $testSamples
return	array

$trainLabels protected property

protected array $trainLabels
return	array

$trainSamples protected property

protected array $trainSamples
return	array