Github user MLnick commented on the issue:
https://github.com/apache/spark/pull/18313
I commented on the
[JIRA](https://issues.apache.org/jira/browse/SPARK-21086?focusedCommentId=16112623&page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel#comment-16112623).
I would like to better understand the use case more of keeping all the
models (as per my JIRA comment). I suspect that #16158 may be the more useful
approach in practice.
But overall, if there is a use case for keeping the models, I would agree
with @jkbradley's suggestion that we offer a simple "keep all sub-models as a
field in the model" approach, as well as consider the large-scale case with
possibly the "dump to file" option.
In addition, we could have an option to keep "best", "all" or "_k_" models
(user-specified as a number or %)?
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