GitHub user hhbyyh opened a pull request:
https://github.com/apache/spark/pull/19525
[SPARK-22289] [ML] Add JSON support for Matrix parameters (LR with
coefficients bound)
## What changes were proposed in this pull request?
jira: https://issues.apache.org/jira/browse/SPARK-22289
add JSON encode/decode for Param[Matrix].
The issue was reported by Nic Eggert during saving LR model with
LowerBoundsOnCoefficients.
There're two ways to resolve this as I see:
1. Support save/load on LogisticRegressionParams, and also adjust the
save/load in LogisticRegression and LogisticRegressionModel.
2. Directly support Matrix in Param.jsonEncode, similar to what we have
done for Vector.
After some discussion in jira, we prefer the fix to support Matrix as a
valid Param type, for simplicity and convenience for other classes.
## How was this patch tested?
new unit test to cover the LR case and JsonMatrixConverter
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/hhbyyh/spark lrsave
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/19525.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 #19525
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commit 92f599d3fb7159cfc1694d2c65321dd2abdc4ccc
Author: Yuhao Yang <[email protected]>
Date: 2017-10-18T06:49:01Z
add json for Matrix
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