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From Sergey Svinarchuk <ssvinarc...@hortonworks.com>
Subject Re: Mahout algorithms
Date Wed, 05 Feb 2014 10:55:42 GMT
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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