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Fake Or Real Reviews

About Project

The idea behind this project is to train model to detect fake or genuine reviews.

This filtration will help the customers identify best product.

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Steps of project

  • Preprocessing dataset

  • Training Model

Preprocessing Dataset

  • Used amazon reviews labeled fake or genuine Reviews

  • Wrote a pre processing script to generate more useful columns from review such as total sentences or word, punctuations, stop words,etc.

Training Model

Used various models to train data such as KNN, K-means,  Random Forest, CART, Naive Bayes, SVM, etc. and compared accuracy generated from each models

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