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https://issues.apache.org/jira/browse/SPARK-8517?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15027512#comment-15027512
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Timothy Hunter commented on SPARK-8517:
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- A couple of pages such as {{ml-ensembles}} and {{ml-linear-methods}} refer
to MLlib "for details". It is unclear what the differences are. I suggest we
either copy or clearly mention that we mean to refer to the mathematical
formulation only, that the parameters may have the same name (num iterations,
regularization parameter) but that the API is different. By the way, I do not
see SVM yet on the spark.ml documentation.
- The perceptron classifier does not need to be a top-level section of
spark.ml. I would move it as a subsection of classification
> Improve the organization and style of MLlib's user guide
> --------------------------------------------------------
>
> Key: SPARK-8517
> URL: https://issues.apache.org/jira/browse/SPARK-8517
> Project: Spark
> Issue Type: Improvement
> Components: Documentation, ML, MLlib
> Reporter: Xiangrui Meng
> Assignee: Timothy Hunter
>
> The current MLlib's user guide (and spark.ml's), especially the main page,
> doesn't have a nice style. We could update it and re-organize the content to
> make it easier to navigate.
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