Github user MarcKaminski commented on the issue:

    https://github.com/apache/spark/pull/17819
  
    If I may throw in that e.g. ChiSqSelector issues a warning rather than 
throwing an exception in cases that unnecessary parameters are set, see: 
    
https://github.com/apache/spark/blob/master/mllib/src/main/scala/org/apache/spark/ml/feature/ChiSqSelector.scala#L223
 


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