MonoLayer Perceptron

app/Models/NetworksTraining/ADALINEPerceptronTraining.php

@@ -66,7 +66,7 @@ class ADALINEPerceptronTraining extends NetworkTraining
             foreach ($inputsForCurrentEpoch as $inputsWithLabel) {
                 $inputs = array_slice($inputsWithLabel, 0, -1);
                 $correctOutput = (float) end($inputsWithLabel);
-                $output = $this->perceptron->test($inputs);
+                $output = $this->perceptron->test($inputs)[0];
                 $iterationError = $correctOutput - $output;
                 $this->epochError += ($iterationError ** 2) / 2; // Squared error for the example
             }
@@ -92,7 +92,7 @@ class ADALINEPerceptronTraining extends NetworkTraining
 
     private function iterationFunction(array $inputs, float $correctOutput): float
     {
-        $output = $this->perceptron->test($inputs);
+        $output = $this->perceptron->test($inputs)[0];
 
         $error = $correctOutput - $output;