Github user akopich commented on the issue:

    https://github.com/apache/spark/pull/18924
  
    I have conducted some performance testing with random data. 
    
    The new implementation turns out to be notably faster. 
    
    ```
    OLD with hyper-parameter optimization  : 237 sec
    OLD w/o  hyper-parameter optimization  : 226 sec
    NEW with hyper-parameter optimization : 178 sec
    NEW w/o  hyper-parameter optimization : 171 sec
    ```
    



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