Github user MLnick commented on the pull request:

    https://github.com/apache/spark/pull/13176#issuecomment-221222998
  
    @GayathriMurali thanks. Made another small comment to make the descirption 
of the binary parameter consistent. Also please check the `QuantileDiscretizer` 
example in the guide (not the example code but the little example section in 
the guide). It either needs to be updated to reflect the output of 
`QuantileDiscretizer` with default error param, or we need to add a sentence 
about "computing exact quantiles" to make it match up.


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