We're excited to introduce a new service in Psngr app version 4.8: Automatic Classification of trips. Auto-classification uses the latest Machine Learning (ML) techniques in predictive data analysis and utilizes the excellent Scikit-learn framework in order to automatically assign hashtags (i.e. classify) newly logged trips. What is ride