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https://issues.apache.org/jira/browse/SPARK-11439?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Kai Sasaki updated SPARK-11439:
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Description: Currently, sparse feature generated in {{LinearDataGenerator}}
needs to create dense vectors once. It is cost efficient to prevent from
generating dense feature when creating sparse features. (was: Currently,
sparse feature generated in {{LinearDataGenerator}} needs to create dense
vectors once. It is cost efficient to prevent generating sparse feature without
generating dense vectors.)
> Optiomization of creating sparse feature without dense one
> ----------------------------------------------------------
>
> Key: SPARK-11439
> URL: https://issues.apache.org/jira/browse/SPARK-11439
> Project: Spark
> Issue Type: Improvement
> Components: ML
> Reporter: Kai Sasaki
> Priority: Minor
>
> Currently, sparse feature generated in {{LinearDataGenerator}} needs to
> create dense vectors once. It is cost efficient to prevent from generating
> dense feature when creating sparse features.
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