martin-buck/classifying-review-sentiment

Compare and optimize different machine learning models to classify reviews from Yelp, Amazon, and IMDB

classifying-review-sentiment

Compare and optimize different machine learning models to classify reviews from Yelp, Amazon, and IMDB. Specifically Neural Networks, SVM, and Logistic Regression models.

You can run it in Google Colab!

https://colab.research.google.com/drive/1tfSX9LK_22Pxb2FSwsdRNboAVKPYAiye?usp=sharing

References: An Introduction to Statistical Learning by Gareth James, Daniela Witten, Trevor Hastie, and Robert Tibshirani and Evaluating Machine Learning Models by Alice Zheng, Tufts University - Machine Learning Lecture Notes by Martin Allen