The value of the RMSE is hight

H
Harper · Dec 10, 2020 · 1.9K views
Question
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?
Expert Answer
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Neeta Dsouza PhD Expert
Answered Aug 28, 2026

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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