Table 4 Model performance comparison.
From: Deep neural network-based biostatistical analysis for disease marker screening
Model | Accuracy (%) | Sensitivity (%) | Specificity (%) | AUC | F1-score |
|---|---|---|---|---|---|
DNN | 89.4 | 91.2 | 87.5 | 0.92 | 0.90 |
Support vector machine | 85.3 | 83.1 | 88.7 | 0.87 | 0.84 |
LASSO | 82.1 | 80.6 | 83.4 | 0.81 | 0.80 |
Random forest | 86.5 | 84.2 | 89.0 | 0.88 | 0.85 |
