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Table 5

Results of ANOVA decomposition for the proposed MARS models

MARS technique by dimensionless variables
FunctionStandard deviationGCVNumber of basis functionsVariables
6.54 261.97 t/D50 
3.81 74732.21 S 
3.48 110.35 Cu 
10.96 601.93 t/D50 and S 
5.16 106.58 t/D50 and Cu 
2.05 32.28 S and Cu 
6.54 261.97 t/D50 
MARS technique by dimensionless variables
FunctionStandard deviationGCVNumber of basis functionsVariables
6.54 261.97 t/D50 
3.81 74732.21 S 
3.48 110.35 Cu 
10.96 601.93 t/D50 and S 
5.16 106.58 t/D50 and Cu 
2.05 32.28 S and Cu 
6.54 261.97 t/D50 
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