From user-return-19421-apmail-mahout-user-archive=mahout.apache.org@mahout.apache.org Wed Feb 5 10:56:14 2014 Return-Path: X-Original-To: apmail-mahout-user-archive@www.apache.org Delivered-To: apmail-mahout-user-archive@www.apache.org Received: from mail.apache.org (hermes.apache.org [140.211.11.3]) by minotaur.apache.org (Postfix) with SMTP id 9397810A7B for ; Wed, 5 Feb 2014 10:56:14 +0000 (UTC) Received: (qmail 1986 invoked by uid 500); 5 Feb 2014 10:56:10 -0000 Delivered-To: apmail-mahout-user-archive@mahout.apache.org Received: (qmail 1942 invoked by uid 500); 5 Feb 2014 10:56:09 -0000 Mailing-List: contact user-help@mahout.apache.org; run by ezmlm Precedence: bulk List-Help: List-Unsubscribe: List-Post: List-Id: Reply-To: user@mahout.apache.org Delivered-To: mailing list user@mahout.apache.org Received: (qmail 1926 invoked by uid 99); 5 Feb 2014 10:56:08 -0000 Received: from athena.apache.org (HELO athena.apache.org) (140.211.11.136) by apache.org (qpsmtpd/0.29) with ESMTP; Wed, 05 Feb 2014 10:56:08 +0000 X-ASF-Spam-Status: No, hits=1.5 required=5.0 tests=HTML_MESSAGE,RCVD_IN_DNSWL_LOW,SPF_PASS X-Spam-Check-By: apache.org Received-SPF: pass (athena.apache.org: domain of ssvinarchuk@hortonworks.com designates 209.85.216.176 as permitted sender) Received: from [209.85.216.176] (HELO mail-qc0-f176.google.com) (209.85.216.176) by apache.org (qpsmtpd/0.29) with ESMTP; Wed, 05 Feb 2014 10:56:03 +0000 Received: by mail-qc0-f176.google.com with SMTP id e16so290245qcx.21 for ; Wed, 05 Feb 2014 02:55:42 -0800 (PST) X-Google-DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=1e100.net; s=20130820; h=x-gm-message-state:mime-version:in-reply-to:references:date :message-id:subject:from:to:content-type; bh=tC2wUm63aUHnemCfkvlVrGPaaVnKP97jxSq6+Mf9D3c=; b=Uiaoqk/vKGAqCFQoJRKqkPFDCdAyNWckIyrxPLJPZKbQiBUJRnVkODPagukz4QzskW 64kjEHkQh1NtyLVd38q+0rBwTO09A37wIUi0X3UMfQQ2P2LP/RaRvnkcGzl0UPLsmYel RP/demg+eE6PbTuF2DL4J++OJsQW/x0B9EUZXZlRX3znx+2BXHQFR3cFZIOkYNPELLxe FltQ92PthuGECensWdw3O7Y6N4KAS/p2Si8dG/gT8SiV68ohokZpjSjk8SZPY/HmdKas wGFr7mAbzGgStDBLf0l454hSgZ7iS6tnMDIJcAVXLXfiggWgyZyX0uKq8AY6cdWfhB0A z+OA== X-Gm-Message-State: ALoCoQnYoTANG5r4JT7hiPeroXuQWg+Of2WmpX+SBxRT7DVQpRVmbWTArDGCYb/+pXlWMk26NwHCGpr/zaNyKmfZ/YZTCJgTlok8XKhfmX0rWeSa7prHJx0= MIME-Version: 1.0 X-Received: by 10.229.90.199 with SMTP id j7mr1316903qcm.14.1391597742344; Wed, 05 Feb 2014 02:55:42 -0800 (PST) Received: by 10.229.230.68 with HTTP; Wed, 5 Feb 2014 02:55:42 -0800 (PST) In-Reply-To: <52F217D3.3050109@apache.org> References: <52F217D3.3050109@apache.org> Date: Wed, 5 Feb 2014 12:55:42 +0200 Message-ID: Subject: Re: Mahout algorithms From: Sergey Svinarchuk To: user@mahout.apache.org, ssc@apache.org Content-Type: multipart/alternative; boundary=001a11343cdc1a628f04f1a69996 X-Virus-Checked: Checked by ClamAV on apache.org --001a11343cdc1a628f04f1a69996 Content-Type: text/plain; charset=US-ASCII Thanks, Sebastian! On Wed, Feb 5, 2014 at 12:52 PM, Sebastian Schelter 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! >> >> > -- CONFIDENTIALITY NOTICE NOTICE: This message is intended for the use of the individual or entity to which it is addressed and may contain information that is confidential, privileged and exempt from disclosure under applicable law. If the reader of this message is not the intended recipient, you are hereby notified that any printing, copying, dissemination, distribution, disclosure or forwarding of this communication is strictly prohibited. If you have received this communication in error, please contact the sender immediately and delete it from your system. Thank You. --001a11343cdc1a628f04f1a69996--