GitHub user jkbradley opened a pull request:

    https://github.com/apache/spark/pull/7916

    [SPARK-9582] [ml] Clarified log likelihood for LDA models

    LocalLDAModel.logLikelihood resembles that for gensim, but it is not 
analogous to DistributedLDAModel.likelihood. The former includes the log 
likelihood of the inferred topics, but the latter does not. This PR refactors 
the former to separate out the log likelihood of the inferred topics.
    
    CC: @feynmanliang 

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

    $ git pull https://github.com/jkbradley/spark lda-cleanups

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

    https://github.com/apache/spark/pull/7916.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 #7916
    
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commit 63f6c7da3fe32eb3c7b99cfdde4492659745144c
Author: Joseph K. Bradley <[email protected]>
Date:   2015-08-04T00:55:24Z

    clarified log likelihood for lda models

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