php-ai / php-ml

src/Phpml/Classification/DecisionTree.php

Unused Use Statements +1 added lines, -4 removed lines

@@ -306,7 +306,4 @@
         }
         return $this->labels[0];
 =======
-        return $node->classValue;
->>>>>>> refs/remotes/php-ai/master
-    }
-}
+        return $node->classValue
\ No newline at end of file

src/Phpml/Classification/DecisionTree/DecisionTreeLeaf.php

Unused Use Statements +1 added lines, -3 removed lines

@@ -105,6 +105,4 @@
             $str .= '</tr>';
         }
         $str .= '</table>';
-        return $str;
-    }
-}
+        return $str
\ No newline at end of file

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/Classification/Ensemble/RandomForest.php

Unused Use Statements -2 removed lines

@@ -4,8 +4,6 @@
 namespace Phpml\Classification\Ensemble;
 
 use Phpml\Classification\Ensemble\Bagging;
-use Phpml\Classification\DecisionTree;
-use Phpml\Classification\NaiveBayes;
 
 class RandomForest extends Bagging
 {

src/Phpml/Classification/NaiveBayes.php

Unused Use Statements +1 added lines, -3 removed lines

@@ -187,6 +187,4 @@
         }
         arsort($predictions, SORT_NUMERIC);
         reset($predictions);
-        return key($predictions);
-    }
-}
+        return key($predictions
\ No newline at end of file

src/Phpml/Clustering/FuzzyCMeans.php

Unused Use Statements +1 added lines, -3 removed lines

@@ -241,6 +241,4 @@
         foreach ($this->clusters as $cluster) {
             $grouped[] = $cluster->getPoints();
         }
-        return $grouped;
-    }
-}
+        return $grouped
\ No newline at end of file