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jain-abhi007 / Fake-news-detection

A Machine-Learning Model for Fake-news-Detection

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python3fake-newsmachine-learningword2vecwordnetsvmlogistic-regression-algorithmwebscraperbeautifulsoup4modelfakeit

#Fake_news_detection

This Project Use's a Simple ML model for Real-tiem Fake News Detection.

We used the following Tools/Technology for the implementation of the model:

  • Web Scrapping
    • Scrapping Google news data(labelled Legit news)
    • Scrapping News from Twitter News Accounts(Labelled Legit news.
  • WordNet
  • Word2Vec(Text8 and GoogleNews trained Model)
  • SVM
  • LR
  • Frequency Based Algorithm

About

A Machine-Learning Model for Fake-news-Detection

python3fake-newsmachine-learningword2vecwordnetsvmlogistic-regression-algorithmwebscraperbeautifulsoup4modelfakeit

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