php-ai / php-ml

src/Phpml/Clustering/KMeans/Cluster.php

Indentation +2 added lines, -2 removed lines

@@ -138,8 +138,8 @@
     }
     
     /**
-    * @param array $newCoordinates
-    */
+     * @param array $newCoordinates
+     */
     public function setCoordinates(array $newCoordinates)
     {
         $this->coordinates = $newCoordinates;

src/Phpml/Classification/Ensemble/Bagging.php

Unused Use Statements -2 removed lines

@@ -6,10 +6,8 @@
 
 use Phpml\Helper\Predictable;
 use Phpml\Helper\Trainable;
-use Phpml\Math\Statistic\Mean;
 use Phpml\Classification\Classifier;
 use Phpml\Classification\DecisionTree;
-use Phpml\Classification\NaiveBayes;
 
 class Bagging implements Classifier
 {

src/Phpml/Exception/MatrixException.php

Indentation +1 added lines, -1 removed lines

@@ -27,6 +27,6 @@
      */
     public static function singularMatrix()
     {
-       return new self('Matrix is singular');
+        return new self('Matrix is singular');
     }
 }

src/Phpml/Classification/Linear/Adaline.php

Unused Use Statements -3 removed lines

@@ -4,9 +4,6 @@
 
 namespace Phpml\Classification\Linear;
 
-use Phpml\Helper\Predictable;
-use Phpml\Helper\Trainable;
-use Phpml\Classification\Classifier;
 use Phpml\Classification\Linear\Perceptron;
 use Phpml\Preprocessing\Normalizer;
 

src/Phpml/Classification/Linear/Perceptron.php

Indentation +2 added lines, -2 removed lines

@@ -20,7 +20,7 @@ 
      */
     protected static $errorFunction = 'outputClass';
 
-   /**
+    /**
      * @var array
      */
     protected $samples = [];
@@ -78,7 +78,7 @@ 
         $this->maxIterations = $maxIterations;
     }
 
-   /**
+    /**
      * @param array $samples
      * @param array $targets
      */