Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/8528#issuecomment-139605519
  
    > I think we need to have some more discussion about whether this change is 
appropriate. I think the rationale for not including in sharedParams was to 
hide the expertParams. It's also important to note that the semantics behind 
decision tree's setCheckpointInterval differs from the current usage of 
HasCheckpointInterval in ALS since it depends on cacheNodeIds.
    
    @fliang  I agree with this sentiment.  Maybe the best place to put this 
comment is in the cacheNodeIds param doc.  @yanboliang would you mind sending a 
little follow-up patch for this JIRA which adds a comment to the cacheNodeIds 
doc?



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