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Fake News Detection

This repository contains comparison of data mining algorithms for Fake news in WELFake datset. Following classification model are applied:

  • Navie Bayes Classifier
  • Decision Trees
  • Support Vector Machine (SVM)
  • Artificial Neural Network (ANN)
  • Linear and Logistic Regression
  • k-Nearest Neigbhour
    To assess their performance, key metrics including accuracy, precision, recall, and F1 score are meticulously employed for each model.

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