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

Code Duplication Length = 9-15 lines in 2 locations

src/Phpml/Classification/Linear/Adaline.php 1 location


    protected function runTraining()
    {
        // The cost function is the sum of squares
        $callback = function ($weights, $sample, $target) {
            $this->weights = $weights;

            $output = $this->output($sample);
            $gradient = $output - $target;
            $error = $gradient ** 2;

            return [$error, $gradient];
        };

        $isBatch = $this->trainingType == self::BATCH_TRAINING;


src/Phpml/Classification/Linear/Perceptron.php 1 location


     * Trains the perceptron model with Stochastic Gradient Descent optimization
     * to get the correct set of weights
     */
    protected function runTraining()
    {
        // The cost function is the sum of squares
        $callback = function ($weights, $sample, $target) {
            $this->weights = $weights;

            $prediction = $this->outputClass($sample);
            $gradient = $prediction - $target;
            $error = $gradient**2;

            return [$error, $gradient];
        };

        $this->runGradientDescent($callback);
    }

    /**
     * Executes Stochastic Gradient Descent algorithm for

		@@ 60-68 (lines=9) @@
57		protected function runTraining()
58		{
59		// The cost function is the sum of squares
60		$callback = function ($weights, $sample, $target) {
61		$this->weights = $weights;
62
63		$output = $this->output($sample);
64		$gradient = $output - $target;
65		$error = $gradient ** 2;
66
67		return [$error, $gradient];
68		};
69
70		$isBatch = $this->trainingType == self::BATCH_TRAINING;
71

		@@ 140-154 (lines=15) @@
137		* Trains the perceptron model with Stochastic Gradient Descent optimization
138		* to get the correct set of weights
139		*/
140		protected function runTraining()
141		{
142		// The cost function is the sum of squares
143		$callback = function ($weights, $sample, $target) {
144		$this->weights = $weights;
145
146		$prediction = $this->outputClass($sample);
147		$gradient = $prediction - $target;
148		$error = $gradient**2;
149
150		return [$error, $gradient];
151		};
152
153		$this->runGradientDescent($callback);
154		}
155
156		/**
157		* Executes Stochastic Gradient Descent algorithm for

php-ai / php-ml

Code Duplication Length = 9-15 lines in 2 locations

src/Phpml/Classification/Linear/Adaline.php 1 location

src/Phpml/Classification/Linear/Perceptron.php 1 location