Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/3480#issuecomment-65031620
  
    @pwendell The example data do not need to be on the classpath. They are 
sample data files used by mllib examples, e.g., BinaryClassification, 
MovieLensALS. Usually the example code is the starting point for users. @srowen 
's change makes it easy to run exmaples:
    
    1. download and unzip the distribution zip
    2. run `bin/run-example mllib.DatasetExample`, which will read a file under 
`data/` by default.
    
    The change looks good to me.


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