[jira] [Updated] (METRON-562) Add rudimentary statistical outlier detection

["Casey Stella (JIRA)" <ji...@apache.org>]

     [ https://issues.apache.org/jira/browse/METRON-562?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Casey Stella updated METRON-562:
--------------------------------
    Fix Version/s: 0.3.1

> Add rudimentary statistical outlier detection
> ---------------------------------------------
>
>                 Key: METRON-562
>                 URL: https://issues.apache.org/jira/browse/METRON-562
>             Project: Metron
>          Issue Type: New Feature
>            Reporter: Casey Stella
>            Assignee: Casey Stella
>             Fix For: 0.3.1
>
>   Original Estimate: 48h
>  Remaining Estimate: 48h
>
> With the advent of the profiler, we can now capture state.  Furthermore, with Stellar, we can capture statistical summaries.  We should provide rudimentary outlier detection functionality in the form of Stellar functions that can operate on captured state from the profiler.
> To begin, we should enable simple outlier tests using distance from a central measure such as Median Absolute Deviation (see http://www.itl.nist.gov/div898/handbook/eda/section3/eda35h.htm).



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