PHP Class Phpml\Preprocessing\Imputer

Inheritance: implements Preprocessor

Show file Open project: php-ai/php-ml Class Usage Examples

Public Methods

Method	Description
__construct ( mixed $missingValue, Phpml\Preprocessing\Imputer\Strategy $strategy, integer $axis = self::AXIS_COLUMN, array $samples = [] )
fit ( array $samples )
transform ( array &$samples )

Private Methods

Method	Description
getAxis ( integer $column, array $currentSample ) : array
preprocessSample ( array &$sample )

Method Details

__construct() public method

public __construct ( mixed $missingValue, Phpml\Preprocessing\Imputer\Strategy $strategy, integer $axis = self::AXIS_COLUMN, array $samples = [] )
$missingValue	mixed
$strategy	Phpml\Preprocessing\Imputer\Strategy
$axis	integer
$samples	array

fit() public method

public fit ( array $samples )
$samples	array

transform() public method

public transform ( array &$samples )
$samples	array