Ruifeng Zheng created SPARK-58471:
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             Summary: Improve TrainValidationSplitModel size estimation
                 Key: SPARK-58471
                 URL: https://issues.apache.org/jira/browse/SPARK-58471
             Project: Spark
          Issue Type: Sub-task
          Components: ML
    Affects Versions: 5.0.0
            Reporter: Ruifeng Zheng


Apply the parameter-aware model size estimation used by CrossValidatorModel to 
TrainValidationSplitModel. Exclude retained tuning params that may reference 
shared runtime state, and explicitly account for the best model, validation 
metrics, and collected submodels.



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