huaxingao commented on a change in pull request #27762: 
[SPARK-31012][ML][PySpark][DOCS] Updating ML docs for 3.0 changes
URL: https://github.com/apache/spark/pull/27762#discussion_r387192429
 
 

 ##########
 File path: 
mllib/src/main/scala/org/apache/spark/ml/evaluation/BinaryClassificationEvaluator.scala
 ##########
 @@ -28,7 +28,8 @@ import org.apache.spark.sql.functions._
 import org.apache.spark.sql.types.DoubleType
 
 /**
- * Evaluator for binary classification, which expects two input columns: 
rawPrediction and label.
+ * Evaluator for binary classification, which expects input columns 
rawPrediction, label and
 
 Review comment:
   I guess I will leave this as is if that's OK by you two. The other two 
classes ```MulticlassClassificationEvaluator``` and ```RegressionEvaluator``` 
don't quote the column names either. If I change, I will have to change all of 
them. 

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