Table 4 Summary of the domain-specific experiment
From: Towards domain-specific surrogate models for smart grid co-simulation
Bus | TP | TN | FP | FN | Accuracy | Precision | Recall | F1-score |
|---|---|---|---|---|---|---|---|---|
Bus R1 | 0 | 8630 | 10 | 0 | 0.99884 | 0.00000 | 0.00000 | 0.00000 |
Bus R2 | 0 | 8630 | 10 | 0 | 0.99884 | 0.00000 | 0.00000 | 0.00000 |
Bus R3 | 0 | 8640 | 0 | 0 | 1.00000 | 0.00000 | 0.00000 | 0.00000 |
Bus R4 | 0 | 8636 | 4 | 0 | 0.99954 | 0.00000 | 0.00000 | 0.00000 |
Bus R5 | 1 | 8637 | 0 | 2 | 0.99977 | 1.00000 | 0.33333 | 0.50000 |
Bus R6 | 4 | 8611 | 25 | 0 | 0.99711 | 0.13793 | 1.00000 | 0.24242 |
Bus R7 | 7 | 8578 | 55 | 0 | 0.99363 | 0.11290 | 1.00000 | 0.20290 |
Bus R8 | 4 | 8631 | 1 | 4 | 0.99942 | 0.80000 | 0.50000 | 0.61538 |
Bus R9 | 0 | 8627 | 0 | 13 | 0.99850 | 0.00000 | 0.00000 | 0.00000 |
Bus R10 | 10 | 8617 | 10 | 3 | 0.99850 | 0.50000 | 0.76923 | 0.60606 |
Bus R18 | 0 | 8605 | 0 | 35 | 0.99595 | 0.00000 | 0.00000 | 0.00000 |
Overall | 26 | 94842 | 115 | 57 | 0.99819 | 0.18440 | 0.31325 | 0.23214 |