A library for performing automatic detection of assessment classes of Wikipedia articles.
>>> import wikiclass
>>> from revscoring.scorer_models import MLScorerModel
>>>
>>> scorer_model = MLScorerModel.load(open("models/enwiki.wp10.rf.model", "rb"))
>>>
>>> text = "I am the text of a page. I have a <ref>word</ref>"
>>> wikiclass.score(scorer_model, text)
{'prediction': 'stub',
'probability': {'stub': 0.27156163795807853,
'b': 0.14707452309674252,
'fa': 0.16844898943510833,
'c': 0.057668704007171959,
'ga': 0.21617801281707663,
'start': 0.13906813268582238}}
MIT LICENSE
Copyright (c) 2015 Aaron Halfaker <ahalfaker@wikimedia.org>
Permission is hereby granted, free of charge, to any person
obtaining a copy of this software and associated documentation
files (the "Software"), to deal in the Software without
restriction, including without limitation the rights to use,
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sell copies of the Software, and to permit persons to whom
the Software is furnished to do so, subject to the following
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The above copyright notice and this permission notice shall
be included in all copies or substantial portions of the
Software.
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OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.