php-ml/src/Metric/Accuracy.php

36 lines
770 B
PHP

<?php
declare(strict_types=1);
namespace Phpml\Metric;
use Phpml\Exception\InvalidArgumentException;
class Accuracy
{
/**
* @return float|int
*
* @throws InvalidArgumentException
*/
public static function score(array $actualLabels, array $predictedLabels, bool $normalize = true)
{
if (count($actualLabels) != count($predictedLabels)) {
throw new InvalidArgumentException('Size of given arrays does not match');
}
$score = 0;
foreach ($actualLabels as $index => $label) {
if ($label == $predictedLabels[$index]) {
++$score;
}
}
if ($normalize) {
$score /= count($actualLabels);
}
return $score;
}
}