Joseph K. Bradley created SPARK-8764:
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             Summary: StringIndexer should take option to handle unseen values
                 Key: SPARK-8764
                 URL: https://issues.apache.org/jira/browse/SPARK-8764
             Project: Spark
          Issue Type: Improvement
          Components: ML
            Reporter: Joseph K. Bradley
            Priority: Minor


The option should be a Param, probably set to false by default (throwing 
exception when encountering unseen values).



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