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https://issues.apache.org/jira/browse/MAHOUT-785?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Sean Owen resolved MAHOUT-785.
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    Resolution: Won't Fix
    
> Universal input file format for classifier algorithms in Mahout
> ---------------------------------------------------------------
>
>                 Key: MAHOUT-785
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-785
>             Project: Mahout
>          Issue Type: Improvement
>          Components: Classification
>            Reporter: XiaoboGu
>
> I think a universal input file format is much more convinient for users, 
> especially command line users, and we should even consider use some universal 
> command line options for the classification algorithms, such as options for 
> target/predictor variables and their types. Then users can prepare their data 
> once, and build different models to get the best one. Currentlly we should 
> consider the following:
> 1. SGD LogisticRegression
> 2. NaiveBayes
> 3. Bayes
> 4. Random Forest

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