php-ml/src/Phpml/Math/Distance/Euclidean.php

35 lines
656 B
PHP

<?php
declare(strict_types=1);
namespace Phpml\Math\Distance;
use Phpml\Exception\InvalidArgumentException;
use Phpml\Math\Distance;
class Euclidean implements Distance
{
/**
* @param array $a
* @param array $b
*
* @return float
*
* @throws InvalidArgumentException
*/
public function distance(array $a, array $b): float
{
if (count($a) !== count($b)) {
throw InvalidArgumentException::arraySizeNotMatch();
}
$distance = 0;
foreach ($a as $i => $val) {
$distance += ($val - $b[$i]) ** 2;
}
return sqrt((float) $distance);
}
}