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Im Dokument suchen
Müller, Sandrine ; Chen, Xiao-Wu; Peters, Heinrich; Chaintreau, Augustin; Matz, Sandra: Depression predictions from GPS-based mobility do not generalize well to large demographically heterogeneous samples. In: Scientific Reports. Jg.11 H. 1. 2021
Inhalt
RQ1: How well does mobility predict depression in a homogeneous student versus a heterogeneous population sample?
RQ2: How well does a model trained on the general population predict depression in different subpopulations?
RQ3: Can the predictive performance for the general population be improved by training models separately for different subpopulations?
Discussion
Methods
Samples and data collection.
Sample 1 (“Student Sample”).
Sample 2 (“MindDoc User Sample”).
Data preprocessing and feature engineering.
Modelling.
References
Acknowledgements