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  1. Ignite
  2. IGNITE-10480

[ML] Stacking for training and inference

Details

    • New Feature
    • Status: Resolved
    • Major
    • Resolution: Done
    • None
    • 2.8
    • ml
    • None
    • Stacking for training and inference
    • Important
    • Docs Required, Release Notes Required

    Description

      Stacking is an ensemble learning technique that combines multiple classification or regression models via a meta-classifier or a meta-regressor. The base level models are trained based on a complete training set, then the meta-model is trained on the outputs of the base level model as features.

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            chief Yury Babak created issue -
            chief Yury Babak made changes -
            Field Original Value New Value
            Link This issue is a child of IGNITE-10479 [ IGNITE-10479 ]
            amalykh Artem Malykh made changes -
            Status Open [ 1 ] In Progress [ 3 ]
            chief Yury Babak made changes -
            Fix Version/s 2.8 [ 12343972 ]
            githubbot ASF GitHub Bot made changes -
            Remote Link This issue links to "GitHub Pull Request #5635 (Web Link)" [ 139690 ]
            githubbot ASF GitHub Bot added a comment -

            GitHub user artemmalykh opened a pull request:

            https://github.com/apache/ignite/pull/5635

            IGNITE-10480: [ML] Stacking for training and inference

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

            $ git pull https://github.com/gridgain/apache-ignite ignite-10480

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

            https://github.com/apache/ignite/pull/5635.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 #5635



            githubbot ASF GitHub Bot added a comment - GitHub user artemmalykh opened a pull request: https://github.com/apache/ignite/pull/5635 IGNITE-10480 : [ML] Stacking for training and inference You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-10480 Alternatively you can review and apply these changes as the patch at: https://github.com/apache/ignite/pull/5635.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 #5635
            amalykh Artem Malykh made changes -
            Remote Link This issue links to "TC Build (Web Link)" [ 140019 ]
            amalykh Artem Malykh made changes -
            Remote Link This issue links to "TC Build (Web Link)" [ 140019 ]
            amalykh Artem Malykh made changes -
            Remote Link This issue links to "TC Build (Web Link)" [ 140096 ]
            amalykh Artem Malykh made changes -
            Status In Progress [ 3 ] Patch Available [ 10002 ]
            chief Yury Babak added a comment -

            reviewed by aplatonov, zaleslaw and chief

            merged

            chief Yury Babak added a comment - reviewed by aplatonov , zaleslaw and chief merged
            chief Yury Babak made changes -
            Resolution Done [ 11 ]
            Status Patch Available [ 10002 ] Resolved [ 5 ]
            githubbot ASF GitHub Bot made changes -
            Remote Link This issue links to "GitHub Pull Request #5635 (Web Link)" [ 139690 ] This issue links to "GitHub Pull Request #5635 (Web Link)" [ 139690 ]
            githubbot ASF GitHub Bot added a comment -

            Github user asfgit closed the pull request at:

            https://github.com/apache/ignite/pull/5635

            githubbot ASF GitHub Bot added a comment - Github user asfgit closed the pull request at: https://github.com/apache/ignite/pull/5635
            zaleslaw Alexey Zinoviev made changes -
            Flags Important [ 10431 ]
            Ignite Flags Docs Required [ 12560 ] Docs Required,Release Notes Required [ 12560, 13260 ]
            Release Note Stacking for training and inference

            People

              amalykh Artem Malykh
              chief Yury Babak
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              Dates

                Created:
                Updated:
                Resolved: