Table 3 Performance of the recommend shallow neural network classifier models in validation dataset
Labels | AUC | Precision (%) | Recall (%) | F1-score (%) | Accuracy (%) |
|---|---|---|---|---|---|
“0”: < 0.25 mmol/L | 0.8638 | 80.00 | 80.00 | 80.00 | 80.00 |
“1”: 0.25–0.35 mmol/L | 0.8086 | 80.75 | 80.50 | 80.46 | 80.50 |
“2”: 0.35–0.5 mmol/L | 0.8466 | 80.37 | 80.37 | 80.37 | 80.36 |
“3”: > 0.5 mmol/L | 0.7919 | 78.45 | 78.00 | 78.90 | 78.32 |