GitHub user BryanCutler opened a pull request:
https://github.com/apache/spark/pull/17326
[SPARK-19985][ML] Fixed copy method for some ML Models
## What changes were proposed in this pull request?
Some ML Models were using `defaultCopy` which expects a default
constructor, and others were not setting the parent estimator. This change
fixes these by creating a new instance of the model and explicitly setting
values and parent.
## How was this patch tested?
Added `MLTestingUtils.checkCopy` to the offending models to tests to verify
the copy is made and parent is set.
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/BryanCutler/spark
ml-model-copy-error-SPARK-19985
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/17326.patch
To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:
This closes #17326
----
commit dc65b135e3d0110a951888baa7121e93613cda5f
Author: Bryan Cutler <[email protected]>
Date: 2017-03-16T22:16:46Z
added regression testing for model copies
commit 89bac8a209ca05bfa58e952a01ef664fe8ae2f65
Author: Bryan Cutler <[email protected]>
Date: 2017-03-16T22:59:10Z
fixed copy method for ML models throwing error
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