2014-08-23 20:41 GMT+02:00 Gael Varoquaux <gael.varoqu...@normalesup.org>:
> Interesting discussion. Of course, the danger here is that it might be
> borderline for the scope of scikit-learn. In case somebody is going to
> docstringdo a PR on these topics, I would advise to work on the docstring
> and narrative documentation to explain well why this can be useful
> not only for text analysis, but also information retrieval, which is a
> wider topic.

I was just implementing tf-chi2 today (I have a text classification
task to improve anyway), so I might send a PR somewhere over the next
week to at least establish the API. Supervised term weighting is
pretty big, with hundreds of citations for the major papers.

I don't think we should be selling anything as "you can IR with this",
though -- practical IR is closer to databases than to machine learning
in terms of technology.

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