Table 2.
Recall and accuracy scores for ARIMA, logistic regression and LSTM models.
ARIMA | Logistic Regression | LSTM | ||||
---|---|---|---|---|---|---|
15-min | 1-h | 15-min | 1-h | 15-min | 1-h | |
Glycemia state | ||||||
Hyper | 0.87 | 0.61 | 0.96 | 0.79 | 0.90 | 0.85 |
Norm | 0.87 | 0.70 | 0.91 | 0.59 | 0.78 | 0.63 |
Hypo | 0.60 | 0.07 | 0.98 | 0.83 | 0.88 | 0.87 |
Accuracy | 0.86 | 0.63 | 0.93 | 0.69 | 0.84 | 0.73 |