Github user MLnick commented on a diff in the pull request:

    https://github.com/apache/spark/pull/20332#discussion_r162873036
  
    --- Diff: docs/ml-classification-regression.md ---
    @@ -97,10 +97,6 @@ only available on the driver.
     
[`LogisticRegressionTrainingSummary`](api/scala/index.html#org.apache.spark.ml.classification.LogisticRegressionTrainingSummary)
     provides a summary for a
     
[`LogisticRegressionModel`](api/scala/index.html#org.apache.spark.ml.classification.LogisticRegressionModel).
    -Currently, only binary classification is supported and the
    --- End diff --
    
    Should we add a note reflecting the difference between the summary and 
binary summary? Perhaps indicating the usage of `binarySummary` or `asBinary` 
method?
    
    I know it's done in the example but perhaps a short line about that.


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