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Posted to issues@madlib.apache.org by "Frank McQuillan (JIRA)" <ji...@apache.org> on 2016/03/21 19:33:25 UTC

[jira] [Resolved] (MADLIB-901) Implement new SVM module

     [ https://issues.apache.org/jira/browse/MADLIB-901?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Frank McQuillan resolved MADLIB-901.
------------------------------------
    Resolution: Fixed

Marking epic fixed as all sib-JIRAs are fixed & closed

> Implement new SVM module
> ------------------------
>
>                 Key: MADLIB-901
>                 URL: https://issues.apache.org/jira/browse/MADLIB-901
>             Project: Apache MADlib
>          Issue Type: Epic
>          Components: Module: Support Vector Machines
>            Reporter: Frank McQuillan
>            Assignee: Xiaocheng Tang
>              Labels: SVM
>             Fix For: v1.9
>
>
> The current version of SVM in MADlib is characterized as an "Early Stage Development" module, with some known deficiencies.  The goal of this jira is to rewrite SVM from scratch and add new capability.
> Main features desired:
> * linear SVM
> * non-linear SVM for Gaussian and polynomial kernels
> * support classification, regression and novelty detection



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