[jira] [Created] (SPARK-57860) Add HasIntermediateStorageLevel shared param trait and apply to classification/clustering/regression estimators

["Mao Li (Jira)" <ji...@apache.org>]

Mao Li created SPARK-57860:
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             Summary: Add HasIntermediateStorageLevel shared param trait and apply to classification/clustering/regression estimators
                 Key: SPARK-57860
                 URL: https://issues.apache.org/jira/browse/SPARK-57860
             Project: Spark
          Issue Type: Sub-task
          Components: MLlib
    Affects Versions: 4.0.0
            Reporter: Mao Li


Add a HasIntermediateStorageLevel trait to sharedParams.scala, following the same pattern
as other Has* param traits. Apply it to the following estimators that currently hardcode
StorageLevel.MEMORY_AND_DISK for intermediate dataset persistence:


Classification: LogisticRegression, LinearSVC, FMClassifier, OneVsRest

Clustering: KMeans, GaussianMixture, LDA

Regression: LinearRegression, AFTSurvivalRegression, FMRegressor, IsotonicRegression
Other: FPGrowth


Also update the corresponding PySpark classes.

Part of SPARK-47103.



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