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https://issues.apache.org/jira/browse/SPARK-10595?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-10595.
-----------------------------------
Resolution: Fixed
Fix Version/s: 1.6.0
Issue resolved by pull request 8752
[https://github.com/apache/spark/pull/8752]
> Various ML programming guide cleanups post 1.5
> ----------------------------------------------
>
> Key: SPARK-10595
> URL: https://issues.apache.org/jira/browse/SPARK-10595
> Project: Spark
> Issue Type: Documentation
> Components: Documentation, ML, MLlib
> Affects Versions: 1.5.0
> Reporter: Joseph K. Bradley
> Assignee: Joseph K. Bradley
> Priority: Minor
> Fix For: 1.6.0
>
>
> Various ML guide cleanups.
> * ml-guide.md: Make it easier to access the algorithm-specific guides.
> * LDA user guide: EM often begins with useless topics, but running longer
> generally improves them dramatically. E.g., 10 iterations on a Wikipedia
> dataset produces useless topics, but 50 iterations produces very meaningful
> topics.
> * mllib-feature-extraction.html#elementwiseproduct: “w” parameter should be
> “scalingVec”
> * Clean up Binarizer user guide a little.
> * Document in Pipeline that users should not put an instance into the
> Pipeline in more than 1 place.
> * spark.ml Word2Vec user guide: clean up grammar/writing
> * Chi Sq Feature Selector docs: Improve text in doc.
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