[ 
https://issues.apache.org/jira/browse/MAHOUT-1978?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16592547#comment-16592547
 ] 

ASF GitHub Bot commented on MAHOUT-1978:
----------------------------------------

GitHub user meftim0va opened a pull request:

    https://github.com/apache/mahout/pull/361

    MAHOUT-1978  Implement Assumption-Free K-MC^2

    ### Purpose of PR:
    Implement Assumption-Free K-MC^2 
    
    ### Important ToDos
    Please mark each with an "x"
    - [x] A JIRA ticket exists (if not, please create this 
first)[https://issues.apache.org/jira/browse/ZEPPELIN/]
    - [x] Title of PR is "MAHOUT-XXXX Brief Description of Changes" where XXXX 
is the JIRA number.
    - [x] Created unit tests where appropriate
    - [x] Added licenses correct on newly added files
    - [ ] Assigned JIRA to self
    - [x] Added documentation in scala docs/java docs, and to website
    - [x] Successfully built and ran all unit tests, verified that all tests 
pass locally.
    
    If all of these things aren't complete, but you still feel it is
    appropriate to open a PR, please add [WIP] after MAHOUT-XXXX before the
    descriptions- e.g. "MAHOUT-XXXX [WIP] Description of Change"
    
    Does this change break earlier versions?
    
    Is this the beginning of a larger project for which a feature branch should 
be made?


You can merge this pull request into a Git repository by running:

    $ git pull https://github.com/meftim0va/mahout issue-mahout-1978

Alternatively you can review and apply these changes as the patch at:

    https://github.com/apache/mahout/pull/361.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #361
    
----
commit b0d2573160b21a2590818c9a107cbcf429293853
Author: Monika Eftimova <meftimova@...>
Date:   2018-08-25T10:08:06Z

    Fix typo

commit ed84069b21e1bed833f3cc69ac51d8d0c26f28d0
Author: Monika Eftimova <meftimova@...>
Date:   2018-08-25T10:11:00Z

    Display cluster centers

commit 16bef5866e029e9dc8418f125c7f9ab8355e444d
Author: Monika Eftimova <meftimova@...>
Date:   2018-08-25T10:14:13Z

    Implement Assumption-Free K-MC^2
    
    Closes MAHOUT-1978

----


> Implement "a provably good seeding method for k-means"
> ------------------------------------------------------
>
>                 Key: MAHOUT-1978
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-1978
>             Project: Mahout
>          Issue Type: New Feature
>          Components: Clustering
>    Affects Versions: 0.13.0
>            Reporter: Andrew Palumbo
>            Priority: Major
>             Fix For: 0.13.2
>
>
> When Building out our algorithm library, Implement {{ASSUMPTION-FREE K-MC^2}} 
> from 
> https://papers.nips.cc/paper/6478-fast-and-provably-good-seedings-for-k-means.pdf



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