Dataset | Approach | AUC | F1-Score | Accuracy | Sens. | Precision | Spec. |
---|---|---|---|---|---|---|---|
Current | Trained (NN) | 0.56 | 0.53 | 0.58 | 0.55 | 0.51 | 0.61 |
Replication (NN) | 0.71 | 0.55 | 0.66 | 0.62 | 0.56 | 0.73 | |
Random Forest | 0.74 | 0.64 | 0.67 | 0.67 | 0.61 | 0.67 | |
Previous | Reference (NN)a | 0.82 | 0.62 | 0.76 | 0.69 | 0.90 | 0.93 |
Random Forest | 0.95 | 0.91 | 0.88 | 0.88 | 0.95 | 0.87 |