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Table 7 Performance of PINN in predicting EWH operational states compared with actual states

From: Recursive training based physics-inspired neural network for electric water heater modeling

Metric

Precision

Recall

F1-score

Scenario-1

0.95

0.92

0.93

Scenario-2

0.85

0.82

0.83