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Table 4

Results of the proposed ensemble techniques

Calibration
Verification
Ensemble techniqueaPredicted variablesDCRMSEbDCRMSEb
SAE BODeff 0.884 0.006 0.860 0.008 
CODeff 0.909 0.004 0.903 0.004 
TNeff 0.897 0.009 0.873 0.002 
WAE BODeff 0.891 0.005 0.806 0.003 
CODeff 0.919 0.004 0.900 0.009 
TNeff 0.947 0.006 0.934 0.002 
NNE BODeff 0.902 0.085 0.899 0.053 
CODeff 0.958 0.052 0.947 0.024 
TNeff 0.979 0.020 0.968 0.015 
Calibration
Verification
Ensemble techniqueaPredicted variablesDCRMSEbDCRMSEb
SAE BODeff 0.884 0.006 0.860 0.008 
CODeff 0.909 0.004 0.903 0.004 
TNeff 0.897 0.009 0.873 0.002 
WAE BODeff 0.891 0.005 0.806 0.003 
CODeff 0.919 0.004 0.900 0.009 
TNeff 0.947 0.006 0.934 0.002 
NNE BODeff 0.902 0.085 0.899 0.053 
CODeff 0.958 0.052 0.947 0.024 
TNeff 0.979 0.020 0.968 0.015 

aThe result has been presented for the best structure.

bSince all data are normalized, the RMSE has no dimension.

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