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Table 4 Geo-spatial metrics

From: Leveraging fine-grained mobile data for churn detection through Essence Random Forest

Feature
Average daily radius of gyration Average daily distance traveled
Entropy of places visited: large values indicate regular visits to many places
\(\hbox {GeoAvgChurn}_{\mathrm{level1,total visits,overall}}\): churn % of people visiting same areas weighted by own contribution to overall visits
\(\hbox {GeoAvgChurn}_{\mathrm{level1,total visits,individual}}\): churn % of people visiting same areas weighted by number of own visits
Number of places visited