Amazon-Reviews-Classification

  • Class project for CMPE239 Web and Data Mining.
  • Dataset contains Reviews from Amazon with a label as +1 or -1 indicating sentiment.
  • Uses cosine similarity after preprocessing reviews using TF-IDF Vectorizer and taking majority vote of 10 nearest neighbours.
  • Achieved Final accuracy of 76.38