php-ml/src/Phpml/Metric/Accuracy.php

40 lines
863 B
PHP

<?php
declare (strict_types = 1);
namespace Phpml\Metric;
use Phpml\Exception\InvalidArgumentException;
class Accuracy
{
/**
* @param array $actualLabels
* @param array $predictedLabels
* @param bool $normalize
*
* @return float|int
*
* @throws InvalidArgumentException
*/
public static function score(array $actualLabels, array $predictedLabels, bool $normalize = true)
{
if (count($actualLabels) != count($predictedLabels)) {
throw InvalidArgumentException::sizeNotMatch();
}
$score = 0;
foreach ($actualLabels as $index => $label) {
if ($label == $predictedLabels[$index]) {
++$score;
}
}
if ($normalize) {
$score = $score / count($actualLabels);
}
return $score;
}
}