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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