Table 1 Neural network prediction error comparison
From: A design of power prediction algorithm based on health assessment optimized neural network
| Â | R 2 | MSE | MAE | Time |
|---|---|---|---|---|
BP network | 0.9510 | 0.0054 | 0.0627 | 60.02 s |
Optimized BP network | 0.9732 | 0.0030 | 0.0496 | 48.02 s |
WSA-SVR | 0.9685 | 0.0035 | 0.0536 | 108.9 s |
Optimized WSA-SVR | 0.9729 | 0.0031 | 0.0503 | 58.4 s |