Using Bayesian Statistics to Predict Cafe’s Popularity with Geodata

Make predictions with pure statistics

This article is in some sense a sequel to my previous article on Bayesian statistics. Long story short, the company I work for needed a model that not only predicts a target variable as a number but also estimates its probability density, i.e. estimates that the predicted variable will likely be in a certain range from the prediction. As a result, the model based on the naive Bayes approach …

algorithms bayesian data science geodata machine learning predictive analytics statistics