Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/5301#issuecomment-90226337
  
    One comment before we merge this: Is it useful to specify the bias 
constant? In LIBLINEAR, there is an option called `-B bias`. If `bias == 0`, we 
don't add intercept, otherwise we add intercept with the provided bias. If we 
take this approach, the param name should be `bias`.


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