From 8aad8afc37759df0ab82d6cdcb58f1bffec3560d Mon Sep 17 00:00:00 2001
From: Arkadiusz Kondas <arkadiusz.kondas@gmail.com>
Date: Thu, 8 Dec 2016 00:45:42 +0100
Subject: [PATCH] Add null coalesce operator in token count vectoriezer

---
 src/Phpml/FeatureExtraction/TokenCountVectorizer.php | 2 +-
 src/Phpml/Metric/ClassificationReport.php            | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/Phpml/FeatureExtraction/TokenCountVectorizer.php b/src/Phpml/FeatureExtraction/TokenCountVectorizer.php
index 993af85..226cb55 100644
--- a/src/Phpml/FeatureExtraction/TokenCountVectorizer.php
+++ b/src/Phpml/FeatureExtraction/TokenCountVectorizer.php
@@ -132,7 +132,7 @@ class TokenCountVectorizer implements Transformer
             return false;
         }
 
-        return isset($this->vocabulary[$token]) ? $this->vocabulary[$token] : false;
+        return $this->vocabulary[$token] ?? false;
     }
 
     /**
diff --git a/src/Phpml/Metric/ClassificationReport.php b/src/Phpml/Metric/ClassificationReport.php
index 3499590..c7cc147 100644
--- a/src/Phpml/Metric/ClassificationReport.php
+++ b/src/Phpml/Metric/ClassificationReport.php
@@ -163,7 +163,7 @@ class ClassificationReport
             return 0.0;
         }
 
-        return 2.0 * (($precision * $recall) / ($divider));
+        return 2.0 * (($precision * $recall) / $divider);
     }
 
     /**