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Table 4 Variation in entropy explained by each of the proposed regression models (adjusted \(R^{2}\)) for both of our datasets, in the next-cell prediction task. The RS model is the model that uses regularity and stationarity, and the RSD model is the one where diversity of trajectories is also used, along with regularity and stationarity

From: On estimating the predictability of human mobility: the role of routine

 

GPS dataset

CDR dataset

 

Adjusted \(R^{2}\)

Adjusted \(R^{2}\)

RS Model

0.786

0.939

RSD Model

0.783

0.960