In this study, the maximum number of epochs was set to 5000, with an early Based on Figure , it is possible to observe that the model exhibits high accuracy, with an R 2 value of 0.995, indicating a close match between the experimental and predicted values. To further support this observation, the performance metrics, such as RMSE and MAE, were calculated (Table ).