AUCPR is now an available stopping metric for AutoML and additional AutoML doc updates

[exalate-issue-sync]

Add "aucpr" to list of Optional Miscellaneous Parameters here:
[https://github.com/h2oai/h2o-3/blob/master/h2o-docs/src/product/automl.rst#optional-miscellaneous-parameters|https://github.com/h2oai/h2o-3/blob/master/h2o-docs/src/product/automl.rst#optional-miscellaneous-parameters]

Remove (Note available for AutoML) here:
[https://github.com/h2oai/h2o-3/blob/master/h2o-docs/src/product/data-science/algo-params/stopping_metric.rst#description|https://github.com/h2oai/h2o-3/blob/master/h2o-docs/src/product/data-science/algo-params/stopping_metric.rst#description]

Another fix due to PUBDEV-6737:
Add monotone_constraints to list of AutoML parameters.
Update the following topics:

• [https://github.com/h2oai/h2o-3/blob/master/h2o-docs/src/product/automl.rst#optional-miscellaneous-parameters|https://github.com/h2oai/h2o-3/blob/master/h2o-docs/src/product/automl.rst#optional-miscellaneous-parameters]
• [https://github.com/h2oai/h2o-3/blob/master/h2o-docs/src/product/data-science/algo-params/monotone_constraints.rst#monotone_constraints|https://github.com/h2oai/h2o-3/blob/master/h2o-docs/src/product/data-science/algo-params/monotone_constraints.rst#monotone_constraints]

Another fix due to PUBDEV-6840:
Add modeling_plan option to the list of AutoML parameters.
Update the following topic:

• [https://github.com/h2oai/h2o-3/blob/master/h2o-docs/src/product/automl.rst#optional-miscellaneous-parameters|https://github.com/h2oai/h2o-3/blob/master/h2o-docs/src/product/automl.rst#optional-miscellaneous-parameters]

A description of that option is available here: [https://github.com//pull/3867/files#diff-8989176adf3a0a599b73b2fcdf0c6a4e|https://github.com//pull/3867/files#diff-8989176adf3a0a599b73b2fcdf0c6a4e]

Another fix due to PUBDDEV-7072.
"AUCPR" is now an available sort metric. Update the following topics:

• [https://github.com/h2oai/h2o-3/blob/master/h2o-docs/src/product/data-science/algo-params/sort_metric.rst|https://github.com/h2oai/h2o-3/blob/master/h2o-docs/src/product/data-science/algo-params/sort_metric.rst]
• [https://github.com/h2oai/h2o-3/blob/master/h2o-docs/src/product/automl.rst#optional-miscellaneous-parameters|https://github.com/h2oai/h2o-3/blob/master/h2o-docs/src/product/automl.rst#optional-miscellaneous-parameters]

Also just saw this in Seb's blog post update:
"max_runtime_secs: changed defaults to 0 (no limit), dynamically set to 1h if none of max_runtime_secs and max_models are specified by user."
(for reference: https://0xdata.atlassian.net/wiki/spaces/H2O/pages/1557954682/Draft+of+H2O+3.28.0.1+Release+Blogpost)

[exalate-issue-sync]

Angela Bartz commented: Pull request merged into master.

[h2o-ops]

JIRA Issue Migration Info

Jira Issue: PUBDEV-7141
Assignee: hannah.tillman
Reporter: Angela Bartz
State: Closed
Fix Version: 3.28.0.1
Attachments: N/A
Development PRs: Available

Linked PRs from JIRA

#4144
#4153