PHP Class Phpml\SupportVectorMachine\SupportVectorMachine

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

Public Methods

Method	Description
__construct ( integer $type, integer $kernel, float $cost = 1, float $nu = 0.5, integer $degree = 3, float $gamma = null, float $coef0, float $epsilon = 0.1, float $tolerance = 0.001, integer $cacheSize = 100, boolean $shrinking = true, boolean $probabilityEstimates = false )
getModel ( ) : string
predict ( array $samples ) : array
train ( array $samples, array $labels )

Private Methods

Method	Description
buildTrainCommand ( string $trainingSetFileName, string $modelFileName ) : string
getOSExtension ( ) : string

Method Details

__construct() public method

public __construct ( integer $type, integer $kernel, float $cost = 1, float $nu = 0.5, integer $degree = 3, float $gamma = null, float $coef0, float $epsilon = 0.1, float $tolerance = 0.001, integer $cacheSize = 100, boolean $shrinking = true, boolean $probabilityEstimates = false )
$type	integer
$kernel	integer
$cost	float
$nu	float
$degree	integer
$gamma	float
$coef0	float
$epsilon	float
$tolerance	float
$cacheSize	integer
$shrinking	boolean
$probabilityEstimates	boolean

getModel() public method

public getModel ( ) : string
return	string

predict() public method

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

train() public method

public train ( array $samples, array $labels )
$samples	array
$labels	array