Github user MLnick commented on a diff in the pull request:
https://github.com/apache/spark/pull/20332#discussion_r164654897
--- Diff: docs/ml-classification-regression.md ---
@@ -111,10 +110,9 @@ Continuing the earlier example:
[`LogisticRegressionTrainingSummary`](api/java/org/apache/spark/ml/classification/LogisticRegressionTrainingSummary.html)
provides a summary for a
[`LogisticRegressionModel`](api/java/org/apache/spark/ml/classification/LogisticRegressionModel.html).
-Currently, only binary classification is supported and the
-summary must be explicitly cast to
-[`BinaryLogisticRegressionTrainingSummary`](api/java/org/apache/spark/ml/classification/BinaryLogisticRegressionTrainingSummary.html).
-Support for multiclass model summaries will be added in the future.
+In the case of binary classification, certain additional metrics are
--- End diff --
I'm ambivalent - I think it is fairly clear through the phrasing
"additional metrics are available...", and in the API doc link provided.
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