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From "Aleksey Zinoviev (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (IGNITE-10407) [ML] Add Multi-label multi-class classification trainer and model
Date Mon, 26 Nov 2018 12:47:00 GMT

    [ https://issues.apache.org/jira/browse/IGNITE-10407?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16698874#comment-16698874
] 

Aleksey Zinoviev commented on IGNITE-10407:
-------------------------------------------

Look at this paper before implementation https://studbooks.net/2226137/informatika/multiclass_klassifikatsiya

> [ML] Add Multi-label multi-class classification trainer and model
> -----------------------------------------------------------------
>
>                 Key: IGNITE-10407
>                 URL: https://issues.apache.org/jira/browse/IGNITE-10407
>             Project: Ignite
>          Issue Type: New Feature
>          Components: ml
>            Reporter: Aleksey Zinoviev
>            Assignee: Aleksey Zinoviev
>            Priority: Major
>
> Improve Ignite ML ability to work with tasks for multi-labeled multi-classification
> It requiers
>  * extension of current API with models for Double prediction only
>  * addition of common OneVsRest Multi-labeled Multi-classification Model and Trainer
>  * preparing apropriate datasets for example and testing
>  *



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