H2O v3.36.1.3 Release Notes

  • πŸš€ Download at: http://h2o-release.s3.amazonaws.com/h2o/rel-zumbo/3/index.html

    πŸ› Bug

    • πŸ›  [PUBDEV-8738] - Fixed CoxPH MOJO ignoring offset column.
    • πŸ›  [PUBDEV-8737] - Fixed the incorrect predictions from the CoxPH MOJO on categorical columns.
    • [PUBDEV-8736] - Fixed the View button not working after completing an AutoML job.
    • [PUBDEV-8718] - Fixed num_of_features not being used in call for varimp_heatmap().
    • πŸ›  [PUBDEV-8681] - Fixed GAM’s fold_column being treated as a normal column to score for.
    • ⚑️ [PUBDEV-8625] - Updated GBM cross validation model summary tables to reflect that some trees are removed due to a better score occurring with fewer trees.
    • πŸ›  [PUBDEV-8522] - Fixed fit_params passthrough for scikit-learn compatibility.
    • 0️⃣ [PUBDEV-7927] - Fixed validateWithCheckpoint to work with default parameter settings.
    • πŸ›  [PUBDEV-7926] - Fixed validateWithCheckpoint to work with parameters that are arrays.

    πŸ‘Œ Improvement

    • [PUBDEV-8716] - Added expert option to force-enable MOJO for CoxPH even when interactions are enabled.
    • [PUBDEV-8616] - Makes language rules generation on demand and introduced β€œEnumLimited” option for categorical encoding.

    πŸ†• New Feature

    • [PUBDEV-8750] - Added transform_frame for GLRM allowing users to obtain the new X for a new data set.
    • πŸ‘ [PUBDEV-8739] - Added support for numerical interactions in CoxPH MOJO.

    πŸ“„ Docs

    • πŸ“š [PUBDEV-8753] - Fixed the uplift_metric documentation for Uplift DRF.
    • πŸ“š [PUBDEV-8751] - Added transform_frame to GLRM documentation.
    • πŸ“š [PUBDEV-8746] - Added mode = β€œmaxrsweep” to ModelSelection documentation.
    • πŸ“š [PUBDEV-8744] - Corrected the R documentation on R2.
    • ⚑️ [PUBDEV-8719] - Updated supported MOJO list to include GAM MOJO import.

    πŸ”’ Security

    • πŸ”’ [PUBDEV-8735] - Fixed security issue in genmodel (CVE-2022-25647).