H2O v3.18.0.2 Release Notes
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🚀 Download at: http://h2o-release.s3.amazonaws.com/h2o/rel-wolpert/2/index.html
Bug
[PUBDEV-5301] - Distributed XGBoost no longer fails silently when expanding a 4G dataset on a 1TB cluster. 🛠 [PUBDEV-5254] - Fixed an issue that caused GLM Multinomial to not work properly. [PUBDEV-5278] - In XGBoost, when the first domain of a categorical is parseable as an Int, the remaining columns are not automatically assumed to also be parseable as an Int. As a result of this fix, the default value of categorical_encoding in XGBoost is now AUTO rather than label_encoder. 🛠 [PUBDEV-5294] - Fixed an issue that caused XGBoost models to fail to converge when an unknown decimal separator existed. 📜 [PUBDEV-5326] - Fixed an issue in ParseTime that led to parse failing.
📄 Docs
[PUBDEV-5313] - In the User Guide, the default value for categorical_encoding in XGBoost is now AUTO rather than label_encoder.