php-ml/tests/Phpml/Math/Kernel/RBFTest.php
2016-04-25 22:55:34 +02:00

26 lines
772 B
PHP

<?php
declare (strict_types = 1);
namespace test\Phpml\Math\Kernel;
use Phpml\Math\Kernel\RBF;
class RBFTest extends \PHPUnit_Framework_TestCase
{
public function testComputeRBFKernelFunction()
{
$rbf = new RBF($gamma = 0.001);
$this->assertEquals(1, $rbf->compute([1, 2], [1, 2]));
$this->assertEquals(0.97336, $rbf->compute([1, 2, 3], [4, 5, 6]), '', $delta = 0.0001);
$this->assertEquals(0.00011, $rbf->compute([4, 5], [1, 100]), '', $delta = 0.0001);
$rbf = new RBF($gamma = 0.2);
$this->assertEquals(1, $rbf->compute([1, 2], [1, 2]));
$this->assertEquals(0.00451, $rbf->compute([1, 2, 3], [4, 5, 6]), '', $delta = 0.0001);
$this->assertEquals(0, $rbf->compute([4, 5], [1, 100]));
}
}