Enable BestTrials for Online Experiments#5129
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shrutipatel31 wants to merge 1 commit intofacebook:mainfrom
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Enable BestTrials for Online Experiments#5129shrutipatel31 wants to merge 1 commit intofacebook:mainfrom
shrutipatel31 wants to merge 1 commit intofacebook:mainfrom
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Summary: Pass use_model_predictions=has_batch_trials to BestTrials in ResultsAnalysis. Online experiments (which use BatchTrials) get GP model predictions for noise smoothing via shrinkage. AutoML and other direct callers get the default (False). Per design meeting 3/26: 'If online experiment, set model_predictions=True. If AutoML, say False. Set based on if has batch trials or not. For now.' --- > Generated by [Metamate](https://fb.workplace.com/groups/metamate.feedback/) [Metamate Session](https://internalfb.com/intern/bunny?q=eggmate%20f5ba8eb9-b3ef-4a16-86ce-18bb5271aff5), [Trace](https://www.internalfb.com/confucius?session_id=f5ba8eb9-b3ef-4a16-86ce-18bb5271aff5&tab=Trace) Differential Revision: D99128865
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@shrutipatel31 has exported this pull request. If you are a Meta employee, you can view the originating Diff in D99128865. |
Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@ Coverage Diff @@
## main #5129 +/- ##
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Coverage 96.40% 96.40%
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Files 613 613
Lines 68171 68193 +22
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+ Hits 65721 65743 +22
Misses 2450 2450 ☔ View full report in Codecov by Sentry. 🚀 New features to boost your workflow:
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Summary:
Pass use_model_predictions=has_batch_trials to BestTrials in ResultsAnalysis.
Online experiments (which use BatchTrials) get GP model predictions for noise smoothing via shrinkage. AutoML and other direct callers get the default (False).
Per design meeting 3/26: 'If online experiment, set model_predictions=True. If AutoML, say False. Set based on if has batch trials or not. For now.'
Differential Revision: D99128865