Spark devs & users,

I want to bring attention to a proposal to merge the MLlib (spark.ml)
concepts of Estimator and Model in Spark 2.0.  Please comment & discuss on
SPARK-14033 <https://issues.apache.org/jira/browse/SPARK-14033> (not in
this email thread).

*TL;DR:*
*Proposal*: Merge Estimator and Model under a single abstraction
(Estimator).
*Goals*: Simplify API by combining the tightly coupled concepts of
Estimator & Model.  Match other ML libraries like scikit-learn.  Simplify
mutability semantics.

*Details*: See https://issues.apache.org/jira/browse/SPARK-14033 for a
design document (Google doc & PDF).

Thanks in advance for feedback!
Joseph

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