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  1. Public H2O 3
  2. PUBDEV-3911

model_summary is currently empty for Stacked Ensemble model

    Details

    • Type: Improvement
    • Status: Open
    • Priority: Major
    • Resolution: Unresolved
    • Affects Version/s: None
    • Fix Version/s: None
    • Component/s: StackedEnsemble
    • Labels:
      None
    • CustomerVisible:
      No
    • Sprint:
      H2O Dev Sprint 36, H2O Dev Sprint 35, H2O Dev Sprint 38, H2O Dev Sprint 39, H2O Dev Sprint 40, H2O Dev Sprint 41

      Description

      We need to come up with a list of metadata to display for the `model_summary` for Stacked Ensemble and then add that to the model object and expose via R and Python APIs.

      Example (for Random Forest):

      > print(rf@model$model_summary)
      Model Summary: 
        number_of_trees number_of_internal_trees model_size_in_bytes min_depth
      1              10                       10               28290        18
        max_depth mean_depth min_leaves max_leaves mean_leaves
      1        18   18.00000        220        220   220.00000
      

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            • Assignee:
              navdeep Navdeep
              Reporter:
              erin Erin LeDell
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              Dates

              • Created:
                Updated: