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Table 3

Statistical values of forecasted time series

ARIMAANN-MLPRBFQESGP
Pre R2 0.15 0.18 0.19 0.08 0.11 
RMSE 5.18 4.72 4.53 5.44 5.15 
Max R2 0.96 0.99 0.99 0.94 0.91 
RMSE 2.08 3.56 5.90 2.42 3.06 
Min R2 0.93 0.99 0.99 0.90 0.86 
RMSE 2.22 0.84 0.65 2.56 3.04 
ARIMAANN-MLPRBFQESGP
Pre R2 0.15 0.18 0.19 0.08 0.11 
RMSE 5.18 4.72 4.53 5.44 5.15 
Max R2 0.96 0.99 0.99 0.94 0.91 
RMSE 2.08 3.56 5.90 2.42 3.06 
Min R2 0.93 0.99 0.99 0.90 0.86 
RMSE 2.22 0.84 0.65 2.56 3.04 

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

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