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Table 2

Prediction model's final inputs

Input nameVariableaitiNRMSE
s1 (1 + ΔTw)−5 6.131 tj−3 0.152 
s2 (1 + Twhyp)−5 4.244 tj−3 0.110 
s3 pHhyp3 1.608 tj+1 0.106 
s4 (1 + ΔTw)−5 −1.654 tj+1 0.103 
s5 ΔTw3 −0.540 tj−1 0.101 
s6 (1 + Tair)−5 −0.621 tj+1 0.099 
s7 (1 + pHhyp)−5 0.994 tj−2 0.098 
s8 (1 + pHmet)−5 0.984 tj+1 0.097 
s9 ΔTw3 −1.160 tj+1 0.096 
s10a (1 + Tair)−5 −0.498 tj−3 0.096 
Input nameVariableaitiNRMSE
s1 (1 + ΔTw)−5 6.131 tj−3 0.152 
s2 (1 + Twhyp)−5 4.244 tj−3 0.110 
s3 pHhyp3 1.608 tj+1 0.106 
s4 (1 + ΔTw)−5 −1.654 tj+1 0.103 
s5 ΔTw3 −0.540 tj−1 0.101 
s6 (1 + Tair)−5 −0.621 tj+1 0.099 
s7 (1 + pHhyp)−5 0.994 tj−2 0.098 
s8 (1 + pHmet)−5 0.984 tj+1 0.097 
s9 ΔTw3 −1.160 tj+1 0.096 
s10a (1 + Tair)−5 −0.498 tj−3 0.096 

a0 = intercept = −1.278.

a = first excluded variable, as it did not decrease NRMSE.

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