Github user aborsu985 commented on the pull request:
https://github.com/apache/spark/pull/4504#issuecomment-73681076
This is not meant to be a standalone tokenizer but rather part of a
pipeline.
In that aim it has parameters that can be made to vary in order to decide
which are best.
I did tthis in response to this issue.
https://issues.apache.org/jira/browse/SPARK-5566
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