Explaining human mobility predictions through a pattern matching algorithm

EPJ Data Science

Table 1 An average accuracy of four prediction algorithms and theoretical upper bound of predictability calculated for the three types of synthetic sequences

GRU is the deep neural network algorithm, RF is an ensemble decision trees method, MC is the Markov chains-based prediction algorithm, and Toploc is a baseline predictor. Bold values indicate the best result for each sequence type. Values given after the plus-minus signs are corresponding standard deviations.