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https://issues.apache.org/jira/browse/SPARK-57860?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Mao Li updated SPARK-57860:
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Summary: Add HasIntermediateStorageLevel shared param and apply to KMeans
(was: Apply HasIntermediateStorageLevel to remaining
classification/clustering/regression estimators)
> Add HasIntermediateStorageLevel shared param and apply to KMeans
> ----------------------------------------------------------------
>
> 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
> Priority: Major
>
> 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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