Github user mengxr commented on a diff in the pull request:

    https://github.com/apache/spark/pull/2047#discussion_r16453379
  
    --- Diff: docs/mllib-linear-methods.md ---
    @@ -518,6 +518,80 @@ print("Mean Squared Error = " + str(MSE))
     </div>
     </div>
     
    +## Streaming linear regression
    +
    +When data arrive in a streaming fashion, it is useful to fit regression 
models online, 
    +updating the parameters of the model as new data arrive. MLlib currently 
supports 
    --- End diff --
    
    `arrive` -> `arrives`


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