Code Duplication - php-ai/php-ml - Measure and Improve Code Quality continuously with Scrutinizer

Code Duplication Length = 11-11 lines in 4 locations

src/Metric/Regression.php 4 locations



final class Regression
{
    public static function meanSquaredError(array $targets, array $predictions): float
    {
        self::assertCountEquals($targets, $predictions);

        $errors = [];
        foreach ($targets as $index => $target) {
            $errors[] = (($target - $predictions[$index]) ** 2);
        }

        return Mean::arithmetic($errors);
    }

    public static function meanSquaredLogarithmicError(array $targets, array $predictions): float
    {

        return Mean::arithmetic($errors);
    }

    public static function meanAbsoluteError(array $targets, array $predictions): float
    {
        self::assertCountEquals($targets, $predictions);

        $errors = [];
        foreach ($targets as $index => $target) {
            $errors[] = abs($target - $predictions[$index]);
        }

        return Mean::arithmetic($errors);
    }

    public static function medianAbsoluteError(array $targets, array $predictions): float
    {

        return Mean::arithmetic($errors);
    }

    public static function medianAbsoluteError(array $targets, array $predictions): float
    {
        self::assertCountEquals($targets, $predictions);

        $errors = [];
        foreach ($targets as $index => $target) {
            $errors[] = abs($target - $predictions[$index]);
        }

        return (float) Mean::median($errors);
    }

    public static function r2Score(array $targets, array $predictions): float
    {

        return Correlation::pearson($targets, $predictions) ** 2;
    }

    public static function maxError(array $targets, array $predictions): float
    {
        self::assertCountEquals($targets, $predictions);

        $errors = [];
        foreach ($targets as $index => $target) {
            $errors[] = abs($target - $predictions[$index]);
        }

        return (float) max($errors);
    }

    private static function assertCountEquals(array &$targets, array &$predictions): void
    {

		@@ 13-23 (lines=11) @@
10
11		final class Regression
12		{
13		public static function meanSquaredError(array $targets, array $predictions): float
14		{
15		self::assertCountEquals($targets, $predictions);
16
17		$errors = [];
18		foreach ($targets as $index => $target) {
19		$errors[] = (($target - $predictions[$index]) ** 2);
20		}
21
22		return Mean::arithmetic($errors);
23		}
24
25		public static function meanSquaredLogarithmicError(array $targets, array $predictions): float
26		{
		@@ 37-47 (lines=11) @@
34		return Mean::arithmetic($errors);
35		}
36
37		public static function meanAbsoluteError(array $targets, array $predictions): float
38		{
39		self::assertCountEquals($targets, $predictions);
40
41		$errors = [];
42		foreach ($targets as $index => $target) {
43		$errors[] = abs($target - $predictions[$index]);
44		}
45
46		return Mean::arithmetic($errors);
47		}
48
49		public static function medianAbsoluteError(array $targets, array $predictions): float
50		{
		@@ 49-59 (lines=11) @@
46		return Mean::arithmetic($errors);
47		}
48
49		public static function medianAbsoluteError(array $targets, array $predictions): float
50		{
51		self::assertCountEquals($targets, $predictions);
52
53		$errors = [];
54		foreach ($targets as $index => $target) {
55		$errors[] = abs($target - $predictions[$index]);
56		}
57
58		return (float) Mean::median($errors);
59		}
60
61		public static function r2Score(array $targets, array $predictions): float
62		{
		@@ 68-78 (lines=11) @@
65		return Correlation::pearson($targets, $predictions) ** 2;
66		}
67
68		public static function maxError(array $targets, array $predictions): float
69		{
70		self::assertCountEquals($targets, $predictions);
71
72		$errors = [];
73		foreach ($targets as $index => $target) {
74		$errors[] = abs($target - $predictions[$index]);
75		}
76
77		return (float) max($errors);
78		}
79
80		private static function assertCountEquals(array &$targets, array &$predictions): void
81		{

php-ai / php-ml

Code Duplication Length = 11-11 lines in 4 locations

src/Metric/Regression.php 4 locations