Data Set |
No. of hidden layers=5 |
No. of hidden layers=10 |
No. of hidden layers=15 |
MSE |
R2 |
MSE |
R2 |
MSE |
R2 |
Training |
0.307 |
0.9857 |
0.013 |
0.9995 |
0.016 |
0.9802 |
Validation |
0.149 |
0.9873 |
0.053 |
0.9965 |
0.243 |
0.6454 |
Testing |
0.785 |
0.9251 |
0.24 |
0.997 |
0.202 |
0.8056 |
Overall |
0.353 |
0.9839 |
0.051 |
0.9979 |
0.075 |
0.9481 |
|