Amazon-Product-Reviews-and-Category-Prediction

This code providess Amazon Product Reviews and Category Prediction using Natural Language Precessing (NLP) technique. The model uses Logistic Regression and achieves a good accuracy score on test set. The aim of this code is to classify Amazon products based on their product titles and Amazon reviews based on the review title and text. The products fall into three product categories “Personal Care Appliances”, “Health & Personal Care” and “Beauty”. The reviews are rated from 1 to 5 stars. The aim of the project is to predict the product category in the test set and the review rating in the test set. The product category and review rating predictions are evaluated using F1-score, precision, and recall.