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Posted to issues@ignite.apache.org by "ASF GitHub Bot (JIRA)" <ji...@apache.org> on 2018/04/05 16:04:00 UTC

[jira] [Commented] (IGNITE-8059) Integrate decision tree with partition based dataset

    [ https://issues.apache.org/jira/browse/IGNITE-8059?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16427163#comment-16427163 ] 

ASF GitHub Bot commented on IGNITE-8059:
----------------------------------------

GitHub user dmitrievanthony opened a pull request:

    https://github.com/apache/ignite/pull/3760

    IGNITE-8059 Integrate decision tree with partition based dataset

    

You can merge this pull request into a Git repository by running:

    $ git pull https://github.com/gridgain/apache-ignite ignite-8059

Alternatively you can review and apply these changes as the patch at:

    https://github.com/apache/ignite/pull/3760.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #3760
    
----
commit 820694f2e8a47847e43167cbbc30fbc7d9b47c7b
Author: Anton Dmitriev <dm...@...>
Date:   2018-04-05T08:16:28Z

    IGNITE-8059 Initial version of decision trees implemented on top of
    partition based dataset.

commit 3860e5a171c8cae1f38c73fe30c8d3d2e2a46246
Author: Anton Dmitriev <dm...@...>
Date:   2018-04-05T10:07:55Z

    IGNITE-8059 Add tests for impurity (decision trees).

commit b8dbb817d288f3f57ed6373e76dacab5c48a68c1
Author: Anton Dmitriev <dm...@...>
Date:   2018-04-05T12:57:25Z

    IGNITE-8059 Add tests for decision trees regression and classification
    trainers, add special decision tree partition data class.

commit c3b54ed2663c8a8ab2697146f0437d9f104f25cf
Author: Anton Dmitriev <dm...@...>
Date:   2018-04-05T13:19:45Z

    IGNITE-8059 Add step function compressor (initial version).

commit 08798caa274a60d065a7b716253b8c6fa54ee5b1
Author: Anton Dmitriev <dm...@...>
Date:   2018-04-05T14:04:13Z

    IGNITE-8059 Add MNIST test for decision tree algorithm.

commit 01e9b1c6a7ed74ae5c71ecedc13aee7df341980a
Author: Anton Dmitriev <dm...@...>
Date:   2018-04-05T16:02:03Z

    IGNITE-8059 Add MNIST tests and remove UI part of decision tree.

----


> Integrate decision tree with partition based dataset
> ----------------------------------------------------
>
>                 Key: IGNITE-8059
>                 URL: https://issues.apache.org/jira/browse/IGNITE-8059
>             Project: Ignite
>          Issue Type: Improvement
>          Components: ml
>            Reporter: Anton Dmitriev
>            Assignee: Anton Dmitriev
>            Priority: Major
>             Fix For: 2.5
>
>
> A partition based dataset (new underlying infrastructure component) was added as part of IGNITE-7437 and now we need to adopt decision tree algorithm to work on top of this infrastructure. 



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