Github user zhengruifeng commented on the issue:

    https://github.com/apache/spark/pull/15671
  
    @sethah I agree that manually listing traceable params is prone to mistake. 
I think we can log all params expect some params which are labeled `dont-log` 
in the individual algorithms. Or we can create a new methods `def 
logParams(params: Seq[Param], except: Seq[Param])`.


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