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Table 2

Statistical measures of different models for predicting S/Y, laboratory data

ModelIaBiasSI (%)
USDOT (2001), all data 0.92 0.28 61 
Breusers et al. (1977), all data 0.64 −0.45 92.8 
Melville (1997), all data 0.91 0.245 61 
Conventional nonlinear regression 0.85 −0.226 67 
M1, all data 0.97 0.042 37 
M2, all data 0.95 0.003 49 
M2, testing data 0.95 0.004 49 
ModelIaBiasSI (%)
USDOT (2001), all data 0.92 0.28 61 
Breusers et al. (1977), all data 0.64 −0.45 92.8 
Melville (1997), all data 0.91 0.245 61 
Conventional nonlinear regression 0.85 −0.226 67 
M1, all data 0.97 0.042 37 
M2, all data 0.95 0.003 49 
M2, testing data 0.95 0.004 49 
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