[jira] [Commented] (SPARK-10884) Support prediction on single instance for regression and classification related models
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https://issues.apache.org/jira/browse/SPARK-10884?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16431765#comment-16431765
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zhengruifeng commented on SPARK-10884:
--
Is there any plan to expose \{{predictRaw}} and \{{predictProbability}}? If so,
I have time to work on this.
> Support prediction on single instance for regression and classification
> related models
> --
>
> Key: SPARK-10884
> URL: https://issues.apache.org/jira/browse/SPARK-10884
> Project: Spark
> Issue Type: Sub-task
> Components: ML
>Reporter: Yanbo Liang
>Assignee: Weichen Xu
>Priority: Major
> Labels: 2.2.0
> Fix For: 2.4.0
>
>
> Support prediction on single instance for regression and classification
> related models (i.e., PredictionModel, ClassificationModel and their sub
> classes).
> Add corresponding test cases.
> See parent issue for more details.
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[jira] [Commented] (SPARK-10884) Support prediction on single instance for regression and classification related models
[ https://issues.apache.org/jira/browse/SPARK-10884?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16407163#comment-16407163 ] Joseph K. Bradley commented on SPARK-10884: --- I know a lot of people are watching this, so I'm just pinging to say I'm about to merge the PR. Please check out the changes in case you have comments & have not seen the updates. Thanks! > Support prediction on single instance for regression and classification > related models > -- > > Key: SPARK-10884 > URL: https://issues.apache.org/jira/browse/SPARK-10884 > Project: Spark > Issue Type: Sub-task > Components: ML >Reporter: Yanbo Liang >Assignee: Weichen Xu >Priority: Major > Labels: 2.2.0 > > Support prediction on single instance for regression and classification > related models (i.e., PredictionModel, ClassificationModel and their sub > classes). > Add corresponding test cases. > See parent issue for more details. -- This message was sent by Atlassian JIRA (v7.6.3#76005) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Commented] (SPARK-10884) Support prediction on single instance for regression and classification related models
[ https://issues.apache.org/jira/browse/SPARK-10884?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16348108#comment-16348108 ] Weichen Xu commented on SPARK-10884: [~mingma] I hope so but now the code freeze and is QAing. Sorry for that ! > Support prediction on single instance for regression and classification > related models > -- > > Key: SPARK-10884 > URL: https://issues.apache.org/jira/browse/SPARK-10884 > Project: Spark > Issue Type: Sub-task > Components: ML >Reporter: Yanbo Liang >Assignee: Yanbo Liang >Priority: Major > Labels: 2.2.0 > > Support prediction on single instance for regression and classification > related models (i.e., PredictionModel, ClassificationModel and their sub > classes). > Add corresponding test cases. > See parent issue for more details. -- This message was sent by Atlassian JIRA (v7.6.3#76005) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Commented] (SPARK-10884) Support prediction on single instance for regression and classification related models
[ https://issues.apache.org/jira/browse/SPARK-10884?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16348094#comment-16348094 ] Ming Ma commented on SPARK-10884: - Cool. Could we get it in for 2.3? This will bring Spark one step closer providing real-time prediction and getting it to 2.3 will make it available to more applications sooner. Also the patch looks pretty straightforward and the risk seems pretty low. > Support prediction on single instance for regression and classification > related models > -- > > Key: SPARK-10884 > URL: https://issues.apache.org/jira/browse/SPARK-10884 > Project: Spark > Issue Type: Sub-task > Components: ML >Reporter: Yanbo Liang >Assignee: Yanbo Liang >Priority: Major > Labels: 2.2.0 > > Support prediction on single instance for regression and classification > related models (i.e., PredictionModel, ClassificationModel and their sub > classes). > Add corresponding test cases. > See parent issue for more details. -- This message was sent by Atlassian JIRA (v7.6.3#76005) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Commented] (SPARK-10884) Support prediction on single instance for regression and classification related models
[ https://issues.apache.org/jira/browse/SPARK-10884?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16348009#comment-16348009 ] Weichen Xu commented on SPARK-10884: [~mingma] sure. But need to wait until spark 2.3 released. [~yanboliang] > Support prediction on single instance for regression and classification > related models > -- > > Key: SPARK-10884 > URL: https://issues.apache.org/jira/browse/SPARK-10884 > Project: Spark > Issue Type: Sub-task > Components: ML >Reporter: Yanbo Liang >Assignee: Yanbo Liang >Priority: Major > Labels: 2.2.0 > > Support prediction on single instance for regression and classification > related models (i.e., PredictionModel, ClassificationModel and their sub > classes). > Add corresponding test cases. > See parent issue for more details. -- This message was sent by Atlassian JIRA (v7.6.3#76005) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Commented] (SPARK-10884) Support prediction on single instance for regression and classification related models
[ https://issues.apache.org/jira/browse/SPARK-10884?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16347881#comment-16347881 ] Ming Ma commented on SPARK-10884: - Thanks [~WeichenXu123] and [~yanboliang]. While the long-term goal is to support "Pipeline for single instance" functionality, this specific patch is still quite useful. Any chance we can get it into the master branch soon? > Support prediction on single instance for regression and classification > related models > -- > > Key: SPARK-10884 > URL: https://issues.apache.org/jira/browse/SPARK-10884 > Project: Spark > Issue Type: Sub-task > Components: ML >Reporter: Yanbo Liang >Assignee: Yanbo Liang >Priority: Major > Labels: 2.2.0 > > Support prediction on single instance for regression and classification > related models (i.e., PredictionModel, ClassificationModel and their sub > classes). > Add corresponding test cases. > See parent issue for more details. -- This message was sent by Atlassian JIRA (v7.6.3#76005) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Commented] (SPARK-10884) Support prediction on single instance for regression and classification related models
[ https://issues.apache.org/jira/browse/SPARK-10884?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16191424#comment-16191424 ] Derek Kaknes commented on SPARK-10884: -- [~WeichenXu123] Thanks for picking this up, my team is very much looking forward to this PR getting pulled in. Is there anything we can do to help move the ball forward? Thx. Derek > Support prediction on single instance for regression and classification > related models > -- > > Key: SPARK-10884 > URL: https://issues.apache.org/jira/browse/SPARK-10884 > Project: Spark > Issue Type: Sub-task > Components: ML >Reporter: Yanbo Liang >Assignee: Yanbo Liang > Labels: 2.2.0 > > Support prediction on single instance for regression and classification > related models (i.e., PredictionModel, ClassificationModel and their sub > classes). > Add corresponding test cases. > See parent issue for more details. -- This message was sent by Atlassian JIRA (v6.4.14#64029) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Commented] (SPARK-10884) Support prediction on single instance for regression and classification related models
[ https://issues.apache.org/jira/browse/SPARK-10884?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16184126#comment-16184126 ] Apache Spark commented on SPARK-10884: -- User 'WeichenXu123' has created a pull request for this issue: https://github.com/apache/spark/pull/19381 > Support prediction on single instance for regression and classification > related models > -- > > Key: SPARK-10884 > URL: https://issues.apache.org/jira/browse/SPARK-10884 > Project: Spark > Issue Type: Sub-task > Components: ML >Reporter: Yanbo Liang >Assignee: Yanbo Liang > Labels: 2.2.0 > > Support prediction on single instance for regression and classification > related models (i.e., PredictionModel, ClassificationModel and their sub > classes). > Add corresponding test cases. > See parent issue for more details. -- This message was sent by Atlassian JIRA (v6.4.14#64029) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Commented] (SPARK-10884) Support prediction on single instance for regression and classification related models
[ https://issues.apache.org/jira/browse/SPARK-10884?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16176522#comment-16176522 ] Weichen Xu commented on SPARK-10884: I took this over. Will create new PR soon. Thanks! > Support prediction on single instance for regression and classification > related models > -- > > Key: SPARK-10884 > URL: https://issues.apache.org/jira/browse/SPARK-10884 > Project: Spark > Issue Type: Sub-task > Components: ML >Reporter: Yanbo Liang >Assignee: Yanbo Liang > Labels: 2.2.0 > > Support prediction on single instance for regression and classification > related models (i.e., PredictionModel, ClassificationModel and their sub > classes). > Add corresponding test cases. > See parent issue for more details. -- This message was sent by Atlassian JIRA (v6.4.14#64029) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
