[
https://issues.apache.org/jira/browse/SPARK-3147?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14544925#comment-14544925
]
Joseph K. Bradley commented on SPARK-3147:
------------------------------------------
Thanks for pointing this out. [~fliang] I'm sorry, but I don't think we'll be
able to get this into 1.4. I'm sure we'll be able to go for 1.5, though; we
can try to get it merged early during this next release cycle.
> Implement A/B testing
> ---------------------
>
> Key: SPARK-3147
> URL: https://issues.apache.org/jira/browse/SPARK-3147
> Project: Spark
> Issue Type: New Feature
> Components: MLlib, Streaming
> Reporter: Xiangrui Meng
> Assignee: Feynman Liang
>
> A/B testing is widely used to compare online models. We can implement A/B
> testing in MLlib and integrate it with Spark Streaming. For example, we have
> a PairDStream[String, Double], whose keys are model ids and values are
> observations (click or not, or revenue associated with the event). With A/B
> testing, we can tell whether one model is significantly better than another
> at a certain time. There are some caveats. For example, we should avoid
> multiple testing and support A/A testing as a sanity check.
--
This message was sent by Atlassian JIRA
(v6.3.4#6332)
---------------------------------------------------------------------
To unsubscribe, e-mail: [email protected]
For additional commands, e-mail: [email protected]
