The DMML2 Project was created with Aditya Manoj Darak and Devendra Milind Joshi
This dataset consists of reviews of fine foods from amazon. The data span a period of over 10 years, including all ~500,000 reviews up to October 2012. Reviews include product and user information, ratings, and a plain text review. It also includes reviews from all other Amazon categories.
● Performed Sentiment classification on a dataset of reviews on food products.
● Pre-processed text to remove non-relevant elements such as URls, HTML tags, punctuation and stop words.
● Converted the reviews into numerical features using Customised Word Embedding.
● Used a LSTM based RNN Model, to check the performance of the model F1-Score was used.