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Add custom_metric_func for uplift trees. Make sure they show up in the model summary. #6783

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exalate-issue-sync bot opened this issue Apr 28, 2023 · 3 comments · Fixed by #15592
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@exalate-issue-sync
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exalate-issue-sync bot commented Apr 28, 2023

Since uplift is not used in AutoML as of today, this issue is of lower priority.

@h2o-ops
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h2o-ops commented May 10, 2023

JIRA Issue Details

Jira Issue: PUBDEV-9019
Assignee: New H2O Bugs
Reporter: Wendy Wong
State: Open
Fix Version: Backlog
Attachments: N/A
Development PRs: N/A

@wendycwong
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Support ticket: https://support.h2o.ai/a/tickets/104467

@wendycwong wendycwong changed the title Add/Check if custom_metric_func works for uplift trees and isotonic regression. Make sure they show up in the model summary. Add/Check if custom_metric_func works for uplift trees. Make sure they show up in the model summary. Jun 5, 2023
@maurever maurever self-assigned this Jun 16, 2023
@maurever
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The custom metric for UpliftDRF is not implemented yet. I will add it, but it needs to be specified differently than the current general custom metric func.

maurever added a commit that referenced this issue Jul 20, 2023
@maurever maurever changed the title Add/Check if custom_metric_func works for uplift trees. Make sure they show up in the model summary. Add custom_metric_func works for uplift trees. Make sure they show up in the model summary. Aug 3, 2023
@maurever maurever changed the title Add custom_metric_func works for uplift trees. Make sure they show up in the model summary. Add custom_metric_func for uplift trees. Make sure they show up in the model summary. Aug 3, 2023
@maurever maurever added this to the 3.44.0.1 milestone Aug 3, 2023
maurever added a commit that referenced this issue Aug 14, 2023
maurever added a commit that referenced this issue Sep 15, 2023
* Implement ATE, ATT, ATC metrics
* Enable custom metric for UpliftDRF
* Fix score with treatment column
* Add tests
maurever added a commit that referenced this issue Sep 20, 2023
maurever added a commit that referenced this issue Sep 26, 2023
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3 participants