Github user hhbyyh commented on the issue:

    https://github.com/apache/spark/pull/15211
  
    Thanks @jkbradley  and @zhengruifeng. Just sent an update to fix the 
intercept update. 
    
    I further evaluated the implementation and found setting intercept to 0 for 
initialization works better. That makes some sense as we can just regard 
intercept as a part of coefficients and give the same initial value as other 
coefficients. 


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