Github user WeichenXu123 commented on the issue:

    https://github.com/apache/spark/pull/17014
  
    @zhengruifeng `KMeans` regarded as a bugfix(SPARK-21799) because the 
double-cache issue is introduced in 2.2 and cause perf regression.
    Other algos also have the same issue, but the issue exists in those algos 
for a long time and they related to `Predictor` so it is not so easy to fix, we 
can leave them in here and do more discussion.


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