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Table 9

Statistical parameters of the SVM models for combined data

Input variable(s)Optimal parameters
Performance criteria
Train
Test
CɛγRDCRMSERDCRMSE
DE(I): Fr1 10 0.10 8 0.828 0.653 0.151 0.774 0.566 0.158 
DE(II): Fr1, (h2−h1)/h1 10 0.01 5 0.873 0.760 0.112 0.816 0.665 0.132 
DE(III): Fr1, Z/h1 8.0 0.01 6 0.832 0.682 0.149 0.750 0.599 0.154 
Input variable(s)Optimal parameters
Performance criteria
Train
Test
CɛγRDCRMSERDCRMSE
DE(I): Fr1 10 0.10 8 0.828 0.653 0.151 0.774 0.566 0.158 
DE(II): Fr1, (h2−h1)/h1 10 0.01 5 0.873 0.760 0.112 0.816 0.665 0.132 
DE(III): Fr1, Z/h1 8.0 0.01 6 0.832 0.682 0.149 0.750 0.599 0.154 
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