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Nick Pentreath
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Add more behavior change items
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docs/ml-guide.md

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@@ -133,6 +133,14 @@ new [`OneHotEncoderEstimator`](ml-features.html#onehotencoderestimator)
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* [SPARK-22156](https://issues.apache.org/jira/browse/SPARK-22156):
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The learning rate update for `Word2Vec` was incorrect when `numIterations` was set greater than
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`1`. This will cause training results to be different between `2.3` and earlier versions.
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* [SPARK-21681](https://issues.apache.org/jira/browse/SPARK-21681):
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Fixed an edge case bug in multinomial logistic regression that resulted in incorrect coefficients
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when some features had zero variance.
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* [SPARK-16957](https://issues.apache.org/jira/browse/SPARK-16957):
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Tree algorithms now use mid-points for split values. This may change results from model training.
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* [SPARK-14657](https://issues.apache.org/jira/browse/SPARK-14657):
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Fixed an issue where the features generated by `RFormula` without an intercept were inconsistent
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with the output in R. This may change results from model training in this scenario.
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## Previous Spark versions
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