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This repository holds the dataset and notebooks for the Amazon Books dataset 4 class Rating prediction

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Amazon_Books_rating_prediction.ipynb		Amazon_Books_rating_prediction.ipynb
README.md		README.md
cleaned dataset.csv		cleaned dataset.csv
customer reviews.csv		customer reviews.csv

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amazon-books-4-class-rating-prediction

This repository holds the dataset and notebooks for the Amazon Books dataset 4 class Rating prediction

Dataset Used

Dataset link : Amazon Books Dataset

The dataset contains four ratings: 2, 3, 4, 5

Feature Extraction Technique

Term Frequency - Inverse Document Frequency

Resampling Technique Used

Random Oversampling

Machine Learning Algorithms Used

K Nearest Neighbors
Decision Tree
Support Vector Machine
Multinomial Naive-Bayes
Random Forest

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This repository holds the dataset and notebooks for the Amazon Books dataset 4 class Rating prediction

natural-language-processing machinelearning kaggle-dataset rating-prediction randomoversampler tfidfvectorizer

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