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https://issues.apache.org/jira/browse/MAHOUT-1929?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15906225#comment-15906225
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Saikat Kanjilal commented on MAHOUT-1929:
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[~rawkintrevo] I've spent the past few days looking at already existing GLM
implementations that would fit cleanly into the current architecture inside
mahout (namely the LinearRegressorFitter and LienarRegressorModel etc), between
this implementation that I already brought across
https://github.com/BIDData/BIDMach/blob/master/src/main/scala/BIDMach/models/GLM.scala
and this one
https://github.com/scalation/scalation/blob/master/src/main/scala/scalation/analytics/par/GLM.scala
I am leaning towards the latter, effectively we can mimic the structure of
having apply functions inside GLM and keep our other infrastructure inside each
of the Regression classes, this way we can reuse the functions already created
inside RegressorFitter and RegressorModel, one idea to go along with this is to
move these functions into GLMFitter and GLMModel and then have each of the
derived regressor classes derive from this.
Would like to get a general brainstorm input from you, [~andrew.musselman] and
[~jimjag] to avoid designing by 1 person syndrome :)
> Add Generalized Linear Models
> -----------------------------
>
> Key: MAHOUT-1929
> URL: https://issues.apache.org/jira/browse/MAHOUT-1929
> Project: Mahout
> Issue Type: Wish
> Components: Algorithms
> Affects Versions: 0.13.1
> Reporter: Trevor Grant
>
> Implement generalize Linear Models (GLM)
> https://en.wikipedia.org/wiki/Generalized_linear_model
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