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Posted to dev@spark.apache.org by Sarath P R <sa...@gmail.com> on 2013/10/22 07:37:58 UTC

Is there any MLlib SVM Reference Paper

Hi All,

I Would like to know if there is any reference paper for SVM, which is
implemented in MLlib.

Please help. Thanks in Advance

-- 
Thank You
Sarath P R
Technical Lead
Amrita Center for Cyber Security | Amrita Vishwa Vidyapeetham | Amritapuri
Campus
Contact +91 99 95 02 4287 | Twitter <http://twitter.com/sarathpr> |
Blog<http://sprism.blogspot.in>

Re: Is there any MLlib SVM Reference Paper

Posted by Sarath P R <sa...@gmail.com>.

Thanks Reynold.


On Tue, Oct 22, 2013 at 11:10 AM, Reynold Xin <rx...@apache.org> wrote:

> It is fairly simple and just runs mini-batch sgd. You can actually just
> look at the code.
>
>
> https://github.com/apache/incubator-spark/blob/master/mllib/src/main/scala/org/apache/spark/mllib/classification/SVM.scala
>
>
>
> On Mon, Oct 21, 2013 at 10:37 PM, Sarath P R <sarath.amrita@gmail.com
> >wrote:
>
> > Hi All,
> >
> > I Would like to know if there is any reference paper for SVM, which is
> > implemented in MLlib.
> >
> > Please help. Thanks in Advance
> >
> > --
> > Thank You
> > Sarath P R
> > Technical Lead
> > Amrita Center for Cyber Security | Amrita Vishwa Vidyapeetham |
> Amritapuri
> > Campus
> > Contact +91 99 95 02 4287 | Twitter <http://twitter.com/sarathpr> |
> > Blog<http://sprism.blogspot.in>
> >
>



-- 
Thank You
Sarath P R
Technical Lead
Amrita Center for Cyber Security | Amrita Vishwa Vidyapeetham | Amritapuri
Campus
Contact +91 99 95 02 4287 | Twitter <http://twitter.com/sarathpr> |
Blog<http://sprism.blogspot.in>

Re: Is there any MLlib SVM Reference Paper

Posted by Reynold Xin <rx...@apache.org>.

It is fairly simple and just runs mini-batch sgd. You can actually just
look at the code.

https://github.com/apache/incubator-spark/blob/master/mllib/src/main/scala/org/apache/spark/mllib/classification/SVM.scala



On Mon, Oct 21, 2013 at 10:37 PM, Sarath P R <sa...@gmail.com>wrote:

> Hi All,
>
> I Would like to know if there is any reference paper for SVM, which is
> implemented in MLlib.
>
> Please help. Thanks in Advance
>
> --
> Thank You
> Sarath P R
> Technical Lead
> Amrita Center for Cyber Security | Amrita Vishwa Vidyapeetham | Amritapuri
> Campus
> Contact +91 99 95 02 4287 | Twitter <http://twitter.com/sarathpr> |
> Blog<http://sprism.blogspot.in>
>