Table 10 Model performance on adherence prediction
From: Medication adherence prediction through temporal modelling in cardiovascular disease management
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 |