Table 8 Performance comparison—on-site supervision and self-supervision approaches
From: To supervise or to self-supervise: a machine learning based comparison on credit supervision
Efficiency metrics | On-site supervision approach | Self-supervision approach |
|---|---|---|
True positive rate (recall) | 0.661 | 0.288 |
False negative rate | 0.339 | 0.712 |
False positive rate | 0.024 | 0.005 |
Accuracy | 0.962 | 0.964 |
Precision | 0.557 | 0.739 |
F1 Score | 0.605 | 0.415 |