Details
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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Issue Links
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IGNITE-10479 [ML] Umbrella: Ensemble training and inference
- In Progress
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1.
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[ML] Examples of stacking usage | Resolved | Alexey Zinoviev |
Activity
Yury Babak
created issue -
Yury Babak
made changes -
Field | Original Value | New Value |
---|---|---|
Link | This issue is a child of IGNITE-10479 [ IGNITE-10479 ] |
Artem Malykh
made changes -
Status | Open [ 1 ] | In Progress [ 3 ] |
Yury Babak
made changes -
Fix Version/s | 2.8 [ 12343972 ] |
ASF GitHub Bot
made changes -
Remote Link | This issue links to "GitHub Pull Request #5635 (Web Link)" [ 139690 ] |
Artem Malykh
made changes -
Remote Link | This issue links to "TC Build (Web Link)" [ 140019 ] |
Artem Malykh
made changes -
Remote Link | This issue links to "TC Build (Web Link)" [ 140019 ] |
Artem Malykh
made changes -
Remote Link | This issue links to "TC Build (Web Link)" [ 140096 ] |
Artem Malykh
made changes -
Status | In Progress [ 3 ] | Patch Available [ 10002 ] |
Yury Babak
made changes -
Resolution | Done [ 11 ] | |
Status | Patch Available [ 10002 ] | Resolved [ 5 ] |
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 ] |
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 |
GitHub user artemmalykh opened a pull request:
https://github.com/apache/ignite/pull/5635
IGNITE-10480: [ML] Stacking for training and inferenceYou 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