Github user feynmanliang commented on a diff in the pull request:
https://github.com/apache/spark/pull/8197#discussion_r37096047
--- Diff: docs/ml-guide.md ---
@@ -801,6 +801,141 @@ jsc.stop();
</div>
+## Examples: Summaries for LogisticRegression.
+
+Once LogisticRegression is run on data, it is useful to extract statistics
such as the
+loss per iteration which will provide an intuition on overfitting and
metrics to understand
+how well the model has performed on training and test data.
+
+LogisticRegressionTrainingSummary provides an interface to access such
relevant information
--- End diff --
Please link API docs for `LogisticRegressionTrainingSummary`
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