WikiPredict - Tone Predictor

Developed by Raynor Elgie

Machine learning deployment

Uses Spacy & SK-Learn libraries in Python

Feature extraction & prediction handled by a Django server

WikiPredict is a tool that you can run pieces of Wikipedia articles through to highlight sentences that do not fit the Wikipedia tone.
While making edits to Wikipedia, you may use WikiPredict to evaluate your text

Main features used by the model (A voter classifier, combining naive bayes, SVC, decision tree) are relative part-of-speech frequency and keyword detection (Bag-Of-Words approach)

Github
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