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Posted to issues@flink.apache.org by "Till Rohrmann (JIRA)" <ji...@apache.org> on 2017/01/19 13:51:26 UTC

[jira] [Resolved] (FLINK-5423) Implement Stochastic Outlier Selection

     [ https://issues.apache.org/jira/browse/FLINK-5423?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Till Rohrmann resolved FLINK-5423.
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    Resolution: Done

Added via c7415192e06574e35bf2ce630fe70338be36af2b

> Implement Stochastic Outlier Selection
> --------------------------------------
>
>                 Key: FLINK-5423
>                 URL: https://issues.apache.org/jira/browse/FLINK-5423
>             Project: Flink
>          Issue Type: Improvement
>          Components: Machine Learning Library
>            Reporter: Fokko Driesprong
>            Assignee: Fokko Driesprong
>
> I've implemented the Stochastic Outlier Selection (SOS) algorithm by Jeroen Jansen.
> http://jeroenjanssens.com/2013/11/24/stochastic-outlier-selection.html
> Integrated as much as possible with the components from the machine learning library.
> The algorithm itself has been compared to four other algorithms and it it shows that SOS has a higher performance on most of these real-world datasets. 



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