Amazon: LDA w/ Linear Regression
Azure ML Studio: Text Analytics
This represents the best model to predict the product rating from the text review of Amazon's Lawn and Garden category of products. It uses a Latent Dirichlet Allocation tool and linear regression algorithm with four n-grams and four topics.