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From Sebastian Schelter <...@apache.org>
Subject Re: Mahout algorithms
Date Wed, 05 Feb 2014 10:52:03 GMT
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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