| 
      
        | 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 |  |