Github user MLnick commented on the pull request:

    https://github.com/apache/spark/pull/12914#issuecomment-217875812
  
    @holdenk I'd prefer for us to find a way to document the default value in 
the API docs without resorting to stripping it out with a regex.
    
    This works for example:
    ```
        #: alpha for implicit preference. Default: 10
        alpha = Param(Params._dummy(), "alpha", "alpha for implicit preference",
                      typeConverter=TypeConverters.toFloat)
    ```
    However I agree the result doesn't look ideal:
    <img width="587" alt="screen shot 2016-05-09 at 3 29 39 pm" 
src="https://cloud.githubusercontent.com/assets/1036807/15114579/e34fb858-15fa-11e6-810b-d77504006a4b.png";>
    
    But surely there must be a way to get it to look better using something 
like this approach?


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