H2O v3.20.0.7 Release Notes

  • ๐Ÿš€ Download at: http://h2o-release.s3.amazonaws.com/h2o/rel-wright/7/index.html

    Bug

    ๐Ÿ›  [PUBDEV-5826] - Fixed an issue that caused a mismatch between GLRM MOJO predict and GLRM predict. ๐Ÿ›  [PUBDEV-5841] - Fixed an issue that caused H2O XGBoost grid search to fail even when sizing the sessions 4xs the data size and using extramempercent of 150. [PUBDEV-5848] - When performing multiple AutoML runs using the H2O R client, viewing the first AutoML leaderboard no longer results in an error. [PUBDEV-5864] - H2O now only binds to the local interface when started from R/Python. ๐Ÿ›  [PUBDEV-5871] - Fixed an issue that caused DeepLearning and XGBoost MOJOs to get a corrupted input row. This occurred when GenModel's helper functions that perform 1-hot encoding failed to take correctly into considerations cases where useAllFactorLevels = false and corrupted the first categorical value in the input row. [PUBDEV-5872] - Added gamma, tweedie, and poisson objective functions to the XGBoost Java Predictor. ๐Ÿ›  [PUBDEV-5877] - Fixed an issue in HDFS file import. In rare cases the import could fail due to temporarily inconsistent state of H2O distributed memory.