H2O v3.36.1.3 Release Notes
-
π Download at: http://h2o-release.s3.amazonaws.com/h2o/rel-zumbo/3/index.html
π Bug
- π [PUBDEV-8738] - Fixed CoxPH MOJO ignoring offset column.
- π [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 forvarimp_heatmap()
. - π [PUBDEV-8681] - Fixed GAMβs
fold_column
being treated as a normal column to score for. - β‘οΈ [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.
- π [PUBDEV-8522] - Fixed
fit_params
passthrough for scikit-learn compatibility. - 0οΈβ£ [PUBDEV-7927] - Fixed validateWithCheckpoint to work with default parameter settings.
- π [PUBDEV-7926] - Fixed validateWithCheckpoint to work with parameters that are arrays.
π 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 βEnumLimitedβ option for categorical encoding.
π New Feature
- [PUBDEV-8750] - Added
transform_frame
for GLRM allowing users to obtain the new X for a new data set. - π [PUBDEV-8739] - Added support for numerical interactions in CoxPH MOJO.
π Docs
- π [PUBDEV-8753] - Fixed the
uplift_metric
documentation for Uplift DRF. - π [PUBDEV-8751] - Added
transform_frame
to GLRM documentation. - π [PUBDEV-8746] - Added
mode = βmaxrsweepβ
to ModelSelection documentation. - π [PUBDEV-8744] - Corrected the R documentation on R2.
- β‘οΈ [PUBDEV-8719] - Updated supported MOJO list to include GAM MOJO import.
π Security
- π [PUBDEV-8735] - Fixed security issue in genmodel (CVE-2022-25647).