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https://issues.apache.org/jira/browse/MAHOUT-1257?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13681441#comment-13681441
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Ted Dunning commented on MAHOUT-1257:
-------------------------------------

Attaching a patch involves attaching a file named something like 
MAHOUT-1257.patch.

To attach a file, look under "More Actions".

Your change is fine, but distinguishing variables by difference in case is a 
spanking offense.

Much better to pick a more descriptive term like np1 for n-p1.  Or better yet, 
consider row1 for p1 and do the subtraction in place without worrying about 
naming it.
                
> performance improvement to LogLikehood
> --------------------------------------
>
>                 Key: MAHOUT-1257
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-1257
>             Project: Mahout
>          Issue Type: Improvement
>          Components: Math
>            Reporter: Mike Sokolov
>
> This patch reduces the amount of computation required for LLR. It simplifies 
> the math by canceling terms.  In a microbenchmark we saw an 18% run time 
> improvement.
> I couldn't seem to find the UI for uploading a patch file.

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