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AutoML: ensure that it uses the entire max_runtime #7381

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exalate-issue-sync bot opened this issue May 11, 2023 · 2 comments
Closed

AutoML: ensure that it uses the entire max_runtime #7381

exalate-issue-sync bot opened this issue May 11, 2023 · 2 comments
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fixVersion/3.34.0.1

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@exalate-issue-sync
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Whenever possible, AutoML should use as much as possible of the entire time budget.

  • ensure that grids don’t stop too early: increase stopping_rounds for grids.
  • add steps:
    ** {{learning_rate}} search on the best GBM/XGB
    ** additional SEs:
    *** GLM metalearner with lambda search
    *** default GBM metalearner
    *** default XGB metalearner
    ** SE metalearner hyperparameter search on GBM or XGB (depending on availability)
@h2o-ops
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h2o-ops commented May 14, 2023

JIRA Issue Details

Jira Issue: PUBDEV-8273
Assignee: Sebastien Poirier
Reporter: Sebastien Poirier
State: Resolved
Fix Version: 3.34.0.1
Attachments: N/A
Development PRs: Available

@h2o-ops
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h2o-ops commented May 14, 2023

Linked PRs from JIRA

#5645

@h2o-ops h2o-ops closed this as completed May 14, 2023
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