Predicting the arrival and residence time of individuals at their relevant 
places enables a plethora of novel applications. In this work we first analyze 
the theoretical predictability of arrival and residence times and then 
evaluate the performance of eight different residence time predictors. We show 
that these predictors tend to underestimate the time a user will spend at her 
relevant places.