Exact(4)
The second objective function makes model much more agreed with the experiment value.
The calculated TOFs from both models are close to the experiment value.
RSM revealed that the effect of temperature on ethanol production was much more significant than the effect of reaction time and solid-liquid ratio, and the highest ethanol production was 70.6 mg/g that was close to the experiment value of 69.5 mg/g at 193 °C for 51 min and with 11.5% solids.
The MSE of 10-fold CV for SVM was calculated by (3) M S E = 1 n ∑ i = 1 n X i ^ − X i 2, where n is the number of all data points, X i ^ is the predicted value, and X i is the experiment value.
Similar(56)
The calculation results had good agreement with the experiment values.
The calculation results from the formulation excellently correspond to the experiment values.
The model predicted values of product coal ash content were in good agreement with the experiment values (R2 = 0.9671).
They are consistent with the experiment values.
As shown in the figure, we confirmed that the elastic modulus estimates were positively correlated with the experiment values.
As shown in the figure, we confirmed that the compressive strength estimates were positively correlated with the experiment values.
Moreover, the predicted EC50 values of 5 active compounds well matched with the experiment values (R2 = 0.93, Table 1), which indicated that the prediction model by NEF would be reliable.
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