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RMSE Calculation error #3

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AliGebily opened this issue Oct 18, 2020 · 0 comments
Open

RMSE Calculation error #3

AliGebily opened this issue Oct 18, 2020 · 0 comments

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@AliGebily
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In notebook: streamflow_prediction_lstm/ee_streamflow_prediction_lstm.ipynb,
calculation of rmse should be changed from
rmse = np.mean(np.sqrt(np.power((y_test-y_pred),2)))
to
rmse = np.sqrt(np.mean(np.power((y_test-y_pred),2)))

in rmse, we calculate error in our predictions, then we square those errors, and then we get mean of squared errors, then finally we get square root of resulted mean.

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