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); } /**