Github user mupakoz commented on the pull request:

    https://github.com/apache/spark/pull/7477#issuecomment-122509498
  
    @mengxr done. I added a few rows to the sample data and reverted the seed 
change. However, I had to add two rows for each class for the test set not to 
be empty after the split. Adding one row didn't resolve the problem.


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