Github user zhengruifeng commented on the issue:

    https://github.com/apache/spark/pull/16194
  
    Good point. This make me think of the usage of `instr.logParams(params: 
_*)` in training instrumentation [https://github.com/apache/spark/pull/15671].
    IMIO, params are copied from its trainer, and some are not significant for 
the model.
    For `KMeansModel`, I think only param `k` make sense, others are just the 
params to create the model.
    I am not sure whether we should print all shared params of model.



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