Ridge Regression
In Statistical Learning, regularisation is an approach to the mitigation of overfitting. Ridge Regression is one of the most well known extensions of Linear Regression to incorporate regularisation.
Analysing online review data – Part 2
Previously, we developed a module to take care of getting the review data from Tripadvisor or Yelp in a DataFrame format. Now we want to do some analysis on this data. In this part of the series, we will do some topic modeling using Latent Dirichlet Allocation (LDA) and create…
Analysing online review data – Part 1
The House of Dionysus The House of Dionysus is a popular tourist destination in Paphos, Cyprus. It is interesting to get an idea of the general feelings of the visitors to this destination. It turns out that the popular review site Tripadvisor has plenty of reviews for this destination. Below,…