. Author manuscript; available in PMC: 2021 Nov 1.

Published in final edited form as: Smart Health (Amst). 2020 Sep 8;18:100137. doi: 10.1016/j.smhl.2020.100137

Table 9:

The features that were selected to achieve the highest F₁ score when combining both aggregate and category-based features.

	Selected features
iOS	Total off-duration, Duration (morning), Duration (night), Number of sessions (night), Number of sessions (afternoon), Number of sessions (midnight), Duration (mail), Number of sessions (mail), Number of sessions (game), Number of sessions (shopping)
Android	Total duration, Total off-duration, Duration (midnight), Number of sessions (morning), Number of sessions (night), Number of sessions (midnight), Duration (social), Duration (mail), Duration (shopping), Number of sessions (game)