| ANN |
Artificial neural network |
| ML |
Machine learning |
| BP |
Backpropagation |
| MSE |
Mean square error |
| I |
Experimental data or input data |
| Imax
|
The maximum value in experimental data |
| Imin
|
The maximum value in experimental data |
| I’ |
The unified value corresponding to Y |
| BP |
Backpropagation algorithm |
| R |
Correlation coefficient |
| RMSE |
Root mean square error |
| AARE |
Average actual relative error |
|
Ei,
|
Experimental values |
|
Pi
|
Predicted values |
|
|
Average of the experimental values |
|
|
Average of the predicted values |
|
N
|
Number of the casted alloys |
| σu
|
Ultimate tensile strength |
| HB |
Brinell hardness |
| δ |
Elongation to failure |