Renamed tests + added some + misc

tests/Unit/Training/ADALINEPerceptronTest.php

@@ -10,7 +10,7 @@ use Tests\Services\IterationEventBuffer\DullIterationEventBuffer;
 class ADALINEPerceptronTest extends TrainingTestCase
 {
 
-    public function test_simple_perceptron_training_logic_and()
+    public function test_adaline_perceptron_training_logic_and()
     {
         $training = new ADALINEPerceptronTraining(
             datasetReader: new LinearOrderDataSetReader(public_path('data_sets/logic_and_gradient.csv')),
@@ -31,7 +31,7 @@ class ADALINEPerceptronTest extends TrainingTestCase
         );
     }
 
-    // public function test_simple_perceptron_training_table_2_9()
+    // public function test_adaline_perceptron_training_table_2_9()
     // {
     //     $training = new ADALINEPerceptronTraining(
     //         datasetReader: new LinearOrderDataSetReader(public_path('data_sets/table_2_9.csv')),
@@ -50,4 +50,25 @@ class ADALINEPerceptronTest extends TrainingTestCase
     //         expectedEpochs: 92
     //     );
     // }
+
+    public function test_adaline_perceptron_training_table_2_10()
+    {
+        $training = new ADALINEPerceptronTraining(
+            datasetReader: new LinearOrderDataSetReader(public_path('data_sets/table_2_10.csv')),
+            learningRate: 0.0015,
+            maxEpochs: 1000,
+            synapticWeightsProvider: new ZeroSynapticWeights(),
+            iterationEventBuffer: new DullIterationEventBuffer(),
+            sessionId: 'test-session',
+            trainingId: 'test-training',
+            // minError: 16.597077, // Impossible pour un dataset avec des labels -1 et 1 d'avoir une erreur moyenne supérieure à 2
+            minError: 0.000000001,
+        );
+
+        $this->verifyTrainingResults(
+            training: $training,
+            expectedWeights: [[[-0.022673, -0.25422, 0.294955]]],
+            expectedEpochs: 1000
+        );
+    }
 }