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https://issues.apache.org/jira/browse/SPARK-2311?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiaokai Wei updated SPARK-2311:
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Description:
Though GeneralizedLinearModel in MLlib 1.0.0 has some important GLMs such as
Logistic Regression, Linear Regression, some other important GLMs like Poisson
Regression are still missing.
Poisson Regression and Gamma Regression are two widely used models in industry
with many applications. This patch added Poisson and Gamma Regression as
additional GeneralizedLinearModels.
https://github.com/apache/spark/pull/1237
was:
Though GeneralizedLinearModel in MLlib 1.0.0 has some important GLMs such as
Logistic Regression, Linear Regression, some other important GLMs like Poisson
Regression are still missing.
Poisson Regression and Gamma Regression are two widely used models in industry
with many applications. This patch added Poisson and Gamma Regression as
additional GeneralizedLinearModels.
> Added additional GLMs (Poisson and Gamma) into MLlib
> ----------------------------------------------------
>
> Key: SPARK-2311
> URL: https://issues.apache.org/jira/browse/SPARK-2311
> Project: Spark
> Issue Type: New Feature
> Components: MLlib
> Reporter: Xiaokai Wei
> Priority: Minor
>
> Though GeneralizedLinearModel in MLlib 1.0.0 has some important GLMs such as
> Logistic Regression, Linear Regression, some other important GLMs like
> Poisson Regression are still missing.
> Poisson Regression and Gamma Regression are two widely used models in
> industry with many applications. This patch added Poisson and Gamma
> Regression as additional GeneralizedLinearModels.
> https://github.com/apache/spark/pull/1237
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