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Table 6

Statistics results of forecasting models, forecasted based on the denoised time series

ARIMAANN-MLPRFBQESGP
Pre R2 0.17 0.19 0.20 0.09 0.12 
RMSE 3.22 4.11 4.12 5.12 4.36 
Max R2 0.99 0.99 0.99 0.95 0.91 
RMSE 0.75 2.95 2.95 1.75 1.95 
Min R2 0.98 0.99 0.99 0.92 0.87 
RMSE 0.80 0.84 0.85 0.83 0.88 
ARIMAANN-MLPRFBQESGP
Pre R2 0.17 0.19 0.20 0.09 0.12 
RMSE 3.22 4.11 4.12 5.12 4.36 
Max R2 0.99 0.99 0.99 0.95 0.91 
RMSE 0.75 2.95 2.95 1.75 1.95 
Min R2 0.98 0.99 0.99 0.92 0.87 
RMSE 0.80 0.84 0.85 0.83 0.88 

Pre, daily precipitation; Max, daily maximum temperatures; Min, daily minimum temperatures.

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