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This branch is 606 commits behind Niketkumardheeryan/ML-CaPsule:master.

Fake_News_Detection

Fake News Detection in Python

This project is a Fake News Detection system using NLP and Logistic regression to make the prediction, on whether the news is fake or not.

Libraries used :

  • Numpy
  • Pandas
  • Matplotlib
  • Seaborn
  • re
  • nltk
  • sklearn

Steps being followed :

  • Import libraries
  • Load the dataset
  • Data Processing
  • Stemming
  • Convert text to numerical data
  • Splitting data into test and train
  • Logistic Regression model
  • Evaluate