Yanbo Liang created SPARK-18587:
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             Summary: Remove handleInvalid from QuantileDiscretizer
                 Key: SPARK-18587
                 URL: https://issues.apache.org/jira/browse/SPARK-18587
             Project: Spark
          Issue Type: Improvement
          Components: ML
            Reporter: Yanbo Liang
            Priority: Critical


HandleInvalid only happens when {{Bucketizer}} transforming a dataset which 
contains NaN, however, when the training dataset containing NaN, 
{{QuantileDiscretizer}} will always ignore them. So we should keep 
{{handleInvalid}} in {{Bucketizer}} and remove it from {{QuantileDiscretizer}}.



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