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