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From unmesha sreeveni <unmeshab...@gmail.com>
Subject Re: Mahout algorithms
Date Wed, 05 Feb 2014 11:23:47 GMT
distrubuted mensioned runs in multi node and non - distributed runs in
single node .Is it like that?


On Wed, Feb 5, 2014 at 4:25 PM, Sergey Svinarchuk <
ssvinarchuk@hortonworks.com> wrote:

> Thanks, Sebastian!
>
>
> On Wed, Feb 5, 2014 at 12:52 PM, Sebastian Schelter <ssc@apache.org>
> wrote:
>
> > Hi Sergey,
> >
> > here is the list of algorithms. We're currently in the progress of
> > reworking our wiki, that's why the documentation is unfortunately
> incorrect
> > at the moment. I've added a ticket for this:
> > https://issues.apache.org/jira/browse/MAHOUT-1413
> >
> > Here's the current list of algorithms in Mahout 0.9
> >
> > Recommenders (non-distributed):
> >
> >  - user-based collaborative filtering
> >  - item-based collaborative filtering
> >  - latent-factor models (SGD, SVD++, ALS)
> >
> > Recommender (distributed):
> >
> >  - item-based collaborative filtering
> >  - latent-factor models (ALS)
> >
> > Classification (non-distributed):
> >
> >  - logistic regression solved with SGD
> >  - Multilayer Perceptron
> >  - Hidden Markov Models
> >
> > Classification (distributed):
> >
> >  - Naive Bayes
> >  - Random Forests
> >
> > Clustering (distributed)
> >
> >  - Canopy
> >  - k-Means
> >  - streaming k-Means
> >  - fuzzy k-Means
> >  - spectral k-Means
> >
> > Topic Models (distributed)
> >
> >  - Latent Dirichlet Allocation
> >
> > Frequent Pattern Mining (distributed)
> >
> > Math (distributed)
> >
> >  - SVD using the Lanczos algorithm
> >  - Stochastic SVD
> >
> > Hope that helps.
> >
> > Best,
> > Sebastian
> >
> >
> >
> >
> > On 02/05/2014 11:00 AM, Sergey Svinarchuk wrote:
> >
> >> Hi,
> >>
> >> Where can I see all algorithms which include mahout 0.9 and
> documentation
> >> for this algorithm?
> >>
> >> Thanks,
> >> Sergey!
> >>
> >>
> >
>
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-- 
*Thanks & Regards*

Unmesha Sreeveni U.B
Junior Developer

http://www.unmeshasreeveni.blogspot.in/

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