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From "Aleksey Zinoviev (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (IGNITE-10697) [ML] Add Frequency Encoding
Date Tue, 16 Jul 2019 12:55:00 GMT

    [ https://issues.apache.org/jira/browse/IGNITE-10697?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16886093#comment-16886093
] 

Aleksey Zinoviev commented on IGNITE-10697:
-------------------------------------------

Draft solution: [https://github.com/gridgain/apache-ignite/tree/ignite-10697]

> [ML] Add Frequency Encoding
> ---------------------------
>
>                 Key: IGNITE-10697
>                 URL: https://issues.apache.org/jira/browse/IGNITE-10697
>             Project: Ignite
>          Issue Type: New Feature
>          Components: ml
>    Affects Versions: 2.8
>            Reporter: Aleksey Zinoviev
>            Assignee: Aleksey Zinoviev
>            Priority: Trivial
>             Fix For: 2.8
>
>
> Encode the values to a fraction of all the labels. Can work with linear models if the
frequency is correlated with the target value.



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