/YouTube-Videos-Stance-Classifier

A model that predicts the stance of YouTube videos on five controversial topics by analyzing users' comments, and detects whether the information provided in this video is correct, or false rumors that misleads the people.

Primary LanguageJupyter Notebook

Classifying YouTube Videos Through Users Comments

  • A model that predicts the stance of YouTube videos on five controversial topics by analyzing users' comments, and detects whether the information provided in this video is correct, or false rumors that misleads the people.
  • The model predicts the stance of YouTube videos on five controversial topics by analyzing users' comments.
  • Used three ML algorithms: Multinomial Naïve Bayes, Stochastic Gradient Descent, and Logistic Regression.
  • Accuracy: 80.3%