PHP Class Phpml\Clustering\DBSCAN

Inheritance: implements Phpml\Clustering\Clusterer

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

Public Methods

Method	Description
__construct ( float $epsilon = 0.5, integer $minSamples = 3, Phpml\Math\Distance $distanceMetric = null )
cluster ( array $samples ) : array

Private Methods

Method	Description
expandCluster ( array $samples, array &$visited ) : array
getSamplesInRegion ( array $localSample, array $samples ) : array

Method Details

__construct() public method

public __construct ( float $epsilon = 0.5, integer $minSamples = 3, Phpml\Math\Distance $distanceMetric = null )
$epsilon	float
$minSamples	integer
$distanceMetric	Phpml\Math\Distance

cluster() public method

public cluster ( array $samples ) : array
$samples	array
return	array