Kai Sasaki created SPARK-11439:
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             Summary: 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 generating sparse feature 
without generating dense vectors.



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