Github user jkbradley commented on the issue: https://github.com/apache/spark/pull/18313 +1 for merging https://github.com/apache/spark/pull/16774 before proceeding with the other work since it will affect everything else. @MLnick I'd be Ok with adding options for best/all/k models in the future, but I'm not convinced it's needed since the topK could be computed post-hoc and since the 2 approaches for keeping all models should handle big & small use cases.
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