fakeReviewDetection

This repository contains the implementations and results for Detection of Fake Reviews.

More about the dataset: https://osf.io/tyue9/

• DATA folder contains:

  1. fake reviews dataset.csv : raw original reviews
  2. CleanedData.csv : cleaned reviews along with their labels

• CODE folder contains:

  1. Amazon_Fake_Review_Detection.ipynb : Jupyter notebook containing the data preprocessing, implementation of different ML and DL models and their evaluations.
  2. BERT_fake_reviews_detection.ipynb : Jupyter notebook containing the BERT model implementation and evaluation.

• EVALUATIONS folder contains: A visual representation of performances by different models.