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https://issues.apache.org/jira/browse/MAHOUT-1929?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15896616#comment-15896616
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Saikat Kanjilal edited comment on MAHOUT-1929 at 3/5/17 11:57 PM:
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[~rawkintrevo] for simplicity's sake lets keep all work/conversations for GLM
inside only this JIRA, mahout-1941 is linked to this and will be indirectly
fixed when glm is in place, that being said I spent some time thinking about
what you proposed and GLM seems like a superclass for linear as well as possion
as well as logistic regression, this was the reason that I had GLM derive from
Regressor as opposed to linear regressor, at the end of thie implementation
linear regression will be one of the choices of glm but not necessarily the
only end result, if it makes sense to reuse the functionality from
linearregressor what do you think about creating a separate glmregressor that
all the other regressors can derive from. I also added a stubbed out unit test
here:
https://github.com/skanjila/mahout/blob/mahout-1929/math-scala/src/test/scala/org/apache/mahout/math/algorithms/GlmSuiteBase.scala
Thoughts?
was (Author: kanjilal):
[~rawkintrevo] for simplicity's sake lets keep all work/conversations for GLM
inside only this JIRA, mahout-1941 is linked to this and will be indirectly
fixed when glm is in place, that being said I spent some time thinking about
what you proposed and GLM seems like a superclass for linear as well as possion
as well as logistic regression, this was the reason that I had GLM derive from
Regressor as opposed to linear regressor, at the end of thie implementation
linear regression will be one of the choices of glm but not necessarily the
only end result, if it makes sense to reuse the functionality from
linearregressor what do you think about creating a separate glmregressor that
all the other regressors can derive from.
Thoughts?
> 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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