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Sentimental analysis on reviews alone to generate restaurant ratings

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YelpSA

To perform sentence level sentimental analysis on reviews to generate restaurant ratings.

#Algorithms Implemented

  1. Multinomial Logistic Regression
  2. Multinomial Naive Bayes (with Laplacian Smoothening)
  3. Ensemble Classifier of 1 and 2

#Data The Data used for this project is available here : https://drive.google.com/drive/folders/0B2WHLa7kezoWMWFpSE1qVnp2R2s?usp=sharing

#How to run :

  1. clone
  2. refer main.ipynb for sample implementation
  3. change the path of data files in pre_processing.py(line 124 and 125) to the dataset's local location.
  4. implement your own code !

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Sentimental analysis on reviews alone to generate restaurant ratings

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