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. 2022 Nov 29;22:313. doi: 10.1186/s12911-022-02052-9

Table 10.

Model performance on adherence prediction

Model ROC AUC
LSTM 0.805
Simple RNN 0.798
MLP 0.794
RC 0.784
RC (aggregated) 0.765
RC (last quarter) 0.766
LR 0.782
LR (aggregated) 0.764
LR (last quarter) 0.765