jsoref commented on a change in pull request #30323:
URL: https://github.com/apache/spark/pull/30323#discussion_r523825893



##########
File path: mllib/src/main/scala/org/apache/spark/ml/feature/Binarizer.scala
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@@ -112,7 +112,7 @@ final class Binarizer @Since("1.4.0") (@Since("1.4.0") 
override val uid: String)
         (Seq($(inputCol)), Seq($(outputCol)), Seq($(threshold)))
       }
 
-    val ouputCols = inputColNames.zip(tds).map { case (inputColName, td) =>
+    val mappedOutputCols = inputColNames.zip(tds).map { case (inputColName, 
td) =>

Review comment:
       There's an `outputCols` thing a few lines above, the oddly named 
variable here accidentally didn't collide with it...




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