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<?php
declare (strict_types = 1);
namespace Phpml\Classifier;
use Phpml\Classifier\Traits\Predictable;
use Phpml\Classifier\Traits\Trainable;
class SupportVectorMachine implements Classifier
{
use Trainable, Predictable;
/**
* @var float
*/
private $gamma;
private $epsilon;
private $tolerance;
* @var int
private $upperBound;
* @param float $gamma
* @param float $epsilon
* @param float $tolerance
* @param int $upperBound
public function __construct(float $gamma = .5, float $epsilon = .001, float $tolerance = .001, int $upperBound = 100)
$this->gamma = $gamma;
$this->epsilon = $epsilon;
$this->tolerance = $tolerance;
$this->upperBound = $upperBound;
}
* @param array $sample
*
* @return mixed
protected function predictSample(array $sample)
$sample
This check looks from parameters that have been defined for a function or method, but which are not used in the method body.
php-ai /
php-ml
This check looks from parameters that have been defined for a function or method, but which are not used in the method body.