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From unmesha sreeveni <unmeshab...@gmail.com>
Subject Re: Mahout algorithms
Date Wed, 05 Feb 2014 11:30:22 GMT
ok fine .


On Wed, Feb 5, 2014 at 4:53 PM, unmesha sreeveni <unmeshabiju@gmail.com>wrote:

> 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/
>
>
>


-- 
*Thanks & Regards*

Unmesha Sreeveni U.B
Junior Developer

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

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