Refactored into folders

tests/Unit/Training/TrainingTestCase.php

@@ -0,0 +1,25 @@
+<?php
+
+namespace Tests\Unit\Training;
+
+use App\Models\NetworkTraining;
+use Tests\TestCase;
+
+class TrainingTestCase extends TestCase
+{
+    public const MARGIN_OF_ERROR = 0.001;
+
+    public function verifyTrainingResults(NetworkTraining $training, array $expectedWeights, int $expectedEpochs): void
+    {
+        $training->start();
+
+
+        // Assert that the final synaptic weights are as expected withing the margin of error
+        $finalWeights = $training->getSynapticWeights();
+        $this->assertEqualsWithDelta($expectedWeights, $finalWeights, self::MARGIN_OF_ERROR, "Final synaptic weights do not match expected values.");
+
+        // Assert that the number of epochs taken is as expected
+        $this->assertEquals($expectedEpochs, $training->getEpoch(), "Expected training to take $expectedEpochs epochs, but it took {$training->getEpoch()} epochs.");
+    }
+
+}