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Table 1 Description of the features used for the logistic regression models

From: Understanding predictability and exploration in human mobility

Feature name

Description

location

location ID

hour

hour of the day (0-23)

weekhour

hour of the week (0-167)

weekday

day of the week (0-6)

weekend

sat/sun (1) or Mon-Fri (0)

explore_before

1 if the previous stop is an exploration, 0 otherwise

explore_now

1 if the current stop is an exploration, 0 otherwise

home

1 if the current stop is at the home location (most visited place), 0 otherwise

d_from_home

distance from the current stop to the home location

sms_received_30min

number of SMS received in the 30 min before the current stop timestamp

sms_sent_30min

number of SMS sent in the 30 min before the current stop timestamp

calls_received_30min

number of phone calls received in the 30 min before the current stop timestamp

calls_sent_30min

number of phone calls sent in the 30 min before the current stop timestamp

bt_entropy_30min

entropy of Bluetooth devices scanned in the 30 min before the current stop timestamp

bt_unique_30min

number of unique Bluetooth devices scanned in the 30 min before the current stop timestamp