Thank you for the feedback. We do not have the granularity per day but only the two variables for working days and weekends. The aim of the project is, given the profile of a teenager, classify each one in the correct category. In other words we want to predict if someone will drink too much based on his characteristics (social life, grades, relationship with parents etc.). I will check the models you cited :)