Github user mengxr commented on the pull request: https://github.com/apache/spark/pull/1671#issuecomment-51375372 Thanks for explaining different approaches. What should be the best for `HashingTF`? Adding the counts or with random signs and bounded by 0? I know with random signs, we can preserve the structure. But I'm not sure whether this is a standard practice for NLP.
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