Table 4 Creatinine regression metric results presented as means of the 10 folds plus–minus the standard deviation.
| Â | Features | MSE | R2 | MAE |
|---|---|---|---|---|
ANN | At-home | \(0.614 \pm 0.170\) | \(0.284 \pm 0.190\) | \(0.585 \pm 0.0845\) |
Monitoring | \(0.295 \pm 0.202\) | \(0.674 \pm 0.182\) | \(0.387 \pm 0.0781\) | |
Laboratory | \(0.300 \pm 0.0847\) | \(0.652 \pm 0.0773\) | \(0.416 \pm 0.0375\) | |
RF | At-home | \(0.583 \pm 0.134\) | \(0.381 \pm 0.203\) | \(0.551 \pm 0.0351\) |
Monitoring | \(0.319 \pm 0.133\) | \(0.682 \pm 0.0882\) | \(0.391 \pm 0.0456\) | |
Laboratory | \(0.292 \pm 0.143\) | \(0.707 \pm 0.106\) | \(0.366 \pm 0.0524\) |
