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https://issues.apache.org/jira/browse/SPARK-17163?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15437642#comment-15437642
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DB Tsai commented on SPARK-17163:
---------------------------------

Maybe we can store them as the same format, and for scoring, we convert it into 
pivoted version for BLOR. Thus, at least the storage will be unified. 

> Merge MLOR into a single LOR interface
> --------------------------------------
>
>                 Key: SPARK-17163
>                 URL: https://issues.apache.org/jira/browse/SPARK-17163
>             Project: Spark
>          Issue Type: Sub-task
>          Components: ML, MLlib
>            Reporter: Seth Hendrickson
>
> Before the 2.1 release, we should finalize the API for logistic regression. 
> After SPARK-7159, we have both LogisticRegression and 
> MultinomialLogisticRegression models. This may be confusing to users and, is 
> a bit superfluous since MLOR can do basically all of what BLOR does. We 
> should decide if it needs to be changed and implement those changes before 2.1
> *Update*: Seems we have decided to merge the two estimators. I changed the 
> title to reflect that.



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