Github user freeman-lab commented on the pull request: https://github.com/apache/spark/pull/5037#issuecomment-86736605 Agreed @tdas ! Discussed with @mengxr offline today and I think we're satisfied with this fix. Any additional suggestions, or extra tests? I want to make the same change in StreamingKMeans (and add expanded tests). As we discussed today, it's not a problem there, because of how the model is updated, but it will avoid confusion moving forward. But I'll do that as a separate PR because we won't need to include that change with updates to earlier versions as we will want to do here.
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