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  1. PUBDEV-2804

Add nfolds argument to h2o.ensemble to perform external CV

    Details

    • Type: New Feature
    • Status: Open
    • Priority: Major
    • Resolution: Unresolved
    • Affects Version/s: None
    • Fix Version/s: None
    • Component/s: h2oEnsemble, R
    • Labels:
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      Description

      Add an `nfolds` argument, similar to the other H2O algos, which will perform k-fold cross-validation on the ensemble. This is not to be confused with the internal CV inside the Super Learner algorithm which generates the level-one data.

      This is functionally equivalent to the CV.SuperLearner function in the SuperLearner R package.

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            • Assignee:
              erin Erin LeDell
              Reporter:
              erin Erin LeDell
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              Dates

              • Created:
                Updated: