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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