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From "Xiangrui Meng (JIRA)" <j...@apache.org>
Subject [jira] [Resolved] (SPARK-14479) GLM supports output link prediction
Date Fri, 22 Apr 2016 00:32:13 GMT

     [ https://issues.apache.org/jira/browse/SPARK-14479?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

Xiangrui Meng resolved SPARK-14479.
-----------------------------------
       Resolution: Fixed
    Fix Version/s: 2.0.0

Issue resolved by pull request 12287
[https://github.com/apache/spark/pull/12287]

> GLM supports output link prediction
> -----------------------------------
>
>                 Key: SPARK-14479
>                 URL: https://issues.apache.org/jira/browse/SPARK-14479
>             Project: Spark
>          Issue Type: Improvement
>          Components: ML, SparkR
>            Reporter: Yanbo Liang
>             Fix For: 2.0.0
>
>
> In R glm and glmnet, the default type of predict is "link" which is the linear predictor,
users can specify "type = response" to output response prediction. Currently the ML glm predict
will output "response" prediction by default, I think it's more reasonable. Should we change
the default type of ML glm predict output? 
> R glm: https://stat.ethz.ch/R-manual/R-devel/library/stats/html/predict.glm.html
> R glmnet: http://www.inside-r.org/packages/cran/glmnet/docs/predict.glmnet
> Meanwhile, we should decide the default type of glm predict output in SparkR.



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