srowen commented on a change in pull request #26454: [SPARK-29818][MLLIB] 
Missing persist on RDD
URL: https://github.com/apache/spark/pull/26454#discussion_r344787564
 
 

 ##########
 File path: 
mllib/src/main/scala/org/apache/spark/ml/evaluation/MultilabelClassificationEvaluator.scala
 ##########
 @@ -96,6 +96,7 @@ class MultilabelClassificationEvaluator (override val uid: 
String)
         .rdd.map { row =>
         (row.getSeq[Double](0).toArray, row.getSeq[Double](1).toArray)
       }
+    predictionAndLabels.persist()
 
 Review comment:
   I don't think so, it looks like the summarizer computes the summary stats in 
one go.
   In any event that would be an issue for MultilabelMetrics

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