Github user jkbradley commented on the pull request: https://github.com/apache/spark/pull/11119#issuecomment-200607540 Sorry for the delayed review. I'm worried that these PRs to set the initial model may need to change significantly if we merge Estimator & Model: [https://issues.apache.org/jira/browse/SPARK-14033] After the merge, setting an initial model may make less sense, for it would then be easier to copy the initial model and set some Boolean parameter indicating that fitting should begin from the current model.
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