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. 2015 Sep 11;15(9):22941–22955. doi: 10.3390/s150922941

Table 2.

Artificial neural network (ANN) results for the studied fermentable sugars (R2: coefficient of determination; RMSE: Root Mean Square Error).

R2 RMSE
Glucose Training 0.99 1.41
Validation 0.88 3.39
Test 0.95 3.96
Fructose Training 0.96 1.39
Validation 0.99 0.27
Test 0.95 1.63
Sucrose Training 0.99 0.09
Validation 0.88 1.26
Test 0.99 0.40