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[GH-15648] - 3.42.0.2 Release Notes (#15649)
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hannah-tillman authored Jul 25, 2023
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## H2O

### 3.42.0.2 - 7/25/2023

Download at: <a href='http://h2o-release.s3.amazonaws.com/h2o/rel-3.42.0/2/index.html'>http://h2o-release.s3.amazonaws.com/h2o/rel-3.42.0/2/index.html</a>

#### Bug
- [[#15637]](https://github.com/h2oai/h2o-3/issues/15637) - Fixed AUCPR plot assigning incorrect values to the variable recalls and precisions.
- [[#6545]](https://github.com/h2oai/h2o-3/issues/6545) - Fixed out of memory error on multi-node sorting stage or sorted frame generation process.

#### New Feature
- [[#15614]](https://github.com/h2oai/h2o-3/issues/15614) - Enabled H2OFrame to pandas DataFrame using multi-thread from datatable to speed-up the conversion process.
- [[#15597]](https://github.com/h2oai/h2o-3/issues/15597) - Added support for EMR 6.10.

#### Engineering Task
- [[#15626]](https://github.com/h2oai/h2o-3/issues/15626) - Updated Jira links in H2O Flow UI with GH issue links.

#### Docs
- [[#15629]](https://github.com/h2oai/h2o-3/issues/15629) - Fixed typo on Hadoop introduction page.
- [[#15606]](https://github.com/h2oai/h2o-3/issues/15606) - Updated major release blog for user guide.
- [[#15580]](https://github.com/h2oai/h2o-3/issues/15580) - Added information on UniformRobust method for `histogram_type` and created an accompanying blog post.
- [[#15563]](https://github.com/h2oai/h2o-3/issues/15563) - Updated out of date copyright year in user guide and python guide.
- [[#6574]](https://github.com/h2oai/h2o-3/issues/6574) - Added a warning to Infogram user guide that it should not be used to remove correlated columns.
- [[#6554]](https://github.com/h2oai/h2o-3/issues/6554) - Updated `nfolds` parameter description for AutoML in Python guide.

#### Security
- [[#15634]](https://github.com/h2oai/h2o-3/issues/15634) - Addressed CVE-2019-10086 by upgrading MOJO2 lib.

### 3.42.0.1 - 6/21/2023

Download at: <a href='http://h2o-release.s3.amazonaws.com/h2o/rel-3.42.0/1/index.html'>http://h2o-release.s3.amazonaws.com/h2o/rel-3.42.0/1/index.html</a>
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