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This repository contains a Python notebook to reproduce the training of a COVID-19 "fake news" classifier on Tweets. More importantly, it provides an explanation interface meant to explain the predictions of the classifier as means of Explainable AI.

kenanEkici/COVID19-fake-tweet-detection-XAI

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eXplainable misinformation classification on COVID-19 Tweets datasets

The Python notebook is the result of my thesis "Explaining machine learning algorithms with Visual Analytics". It contains both the steps to reproduce the novel misinformation classifiers and the elements required for the explanation interface.

Both the provided notebook and explanation interface are currently in development.

Disclaimers

  • Please do not distribute the data without approval of their respective authors
  • This project is currently still in development
  • Do not deploy or use this code in production!

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This repository contains a Python notebook to reproduce the training of a COVID-19 "fake news" classifier on Tweets. More importantly, it provides an explanation interface meant to explain the predictions of the classifier as means of Explainable AI.

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