The value of the RMSE is hight

Harper - 2020-12-10T09:47:53+00:00

Question: The value of the RMSE is hight

I used matlab to predict the solar energy so i need to predict it with the ANN model and calculated the RMSE. But every time i did it the RMSE becomes 166.9789 while it must be less than one rmse<1 . What can I do to find the best value for rmse?

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Expert Answer

Neeta Dsouza answered . 2025-11-20

You can increase the neurons in hidden layers of your  ANN model or increase the number of hidden layers to decrease RMSE. However, carefully increase the value. A too high number will result in overfitting.

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