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https://issues.apache.org/jira/browse/MAHOUT-941?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13181916#comment-13181916
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Grant Ingersoll commented on MAHOUT-941:
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Lance, can you separate out the stats piece into a different issue?  I'll fold 
the quoted stuff in with MAHOUT-939 and then we can deal with the stats in 
other places
                
> Strip quoted text from emails and add statistics to ConfusionMatrix
> -------------------------------------------------------------------
>
>                 Key: MAHOUT-941
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-941
>             Project: Mahout
>          Issue Type: Improvement
>          Components: Classification
>            Reporter: Lance Norskog
>            Assignee: Grant Ingersoll
>            Priority: Minor
>             Fix For: 0.6
>
>         Attachments: Bayes.zip, MAHOUT-941.patch, SGD.zip
>
>
> This patch does 2 things:
> # Add an feature to org.apache.mahout.text.SequenceFilesFromMailArchives that 
> removes quoted text from email bodies. This is important because it avoid 
> spamming the term dictionary with repeated text, especially in long email 
> threads.
> ** The feature defaults to true. Add "--quoted" to the command line to keep 
> the quoted lines.
> # Adds some dubious overall measurements to the ConfusionMatrix. 
> ** Kappa - a standard measurement. 
> *** How different is this confidence matrix from random numbers? 0.0 is the 
> same, 1.0 is completely different.
> *** I think this is an "unweighted" kappa. 
> ** "Success" - a homegrown formula attempting to represent the correctness of 
> each box. Probably bogus. 
> *** The standard deviation shows the distance between the success of each 
> producer->consumer box.

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