CSS581 Final Project

• Project title: Automatic fake news detection using machine learning.
• Topic: Fake news detection, natural language processing (NLP), machine learning (ML)
• Dataset: Fake news dataset (see citation from dataset folder)
• Required packages:
  • tabulate
  • tensorflow
  • sklearn
  • pandas
  • pickle
  • numpy
  • matplotlib
  • keras
  • xgboost
  • tensorboard
  • nltk
• Execute instruction:
  • Build with the required packages.
  • To execute, follow the prompts.
  • There are pretrained models in the output folder, prediction can be made without training. Skip the prompts that ask for data visualization and validation/tuning.