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/SupportVectorMachine/SupportVectorMachine.php

Indentation +4 added lines, -4 removed lines

@@ -9,11 +9,11 @@
 
 class SupportVectorMachine
 {
-	 use Trainable;
+        use Trainable;
 	 
-	 /**
-     * @var int
-     */
+        /**
+         * @var int
+         */
     private $type;
 
     /**

src/Phpml/Classification/Linear/LogisticRegression.php

Indentation -1 removed lines

@@ -60,7 +60,6 @@
      * Cost function can be 'log' for log-likelihood and 'sse' for sum of squared errors <br>
      *
      * Penalty (Regularization term) can be 'L2' or empty string to cancel penalty term
-
      * @param int $maxIterations
      * @param \Phpml\Classification\Linear\type $normalizeInputs
      * @param \Phpml\Classification\Linear\type $trainingType

src/Phpml/Classification/Linear/Perceptron.php

Indentation +2 added lines, -2 removed lines

@@ -15,7 +15,7 @@ 
 {
     use Predictable, OneVsRest;
 
-   /**
+    /**
      * @var array
      */
     protected $samples = [];
@@ -83,7 +83,7 @@ 
         $this->maxIterations = $maxIterations;
     }
 
-   /**
+    /**
      * @param array $samples
      * @param array $targets
      */