This library provides a set of utilities for performing automatic detection of assessment classes of Wikipedia articles. For more information, see the full documentation at http://pythonhosted.org/wikiclass.
Compatible with Python 3.x only. Sorry.
pip install wikiclass
>>> 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}}