/feedback-tonality-classifier

Feedback tonality classifier based on TfidfVectorizer and LinearSVC, trained on russian language feedback on smartphones. Interactive demo is attached too

Primary LanguageJupyter Notebook

Repository parts purposes:

simple_sintement.ipynb is dedicated to train dataset creation and model training

Folder data contains raw train dataset in .json

Folder demo contains PyCharm project, in brief, it's interactive demonstration of classifier, where user can put his example of feedback and see, how classifier reacts to it. it was created on Flask

Demo launching manual:

Install necessary libs:

$ pip install flask

Run demo in console:

$ python run.py

Open webpage in browser:

http://127.0.0.1:5000/ (or one, which program proposes in console output)

Also, you can launch it from PyCharm