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!
