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In both validation methods, a validation value greater than 0.5 indicates a robust and predictive model.
Table 5 The summary of optimized input variables and obtained maximized alpha% by canonical, graphical, numerical methods and validation value of the photodegradation Method Bi2O3 (%mol) TiO2 (%mol) Alpha Canonical (point) 1.195 1.025 15.03 Graphical (area) Area around 1.25 Area around 1.25 20.03 Numerical (prediction) 1.24 1.20.03.03 Validated sample 1.24 1.24 21.24
It gives me validation, value and a role.
The first effect, clearly observable in Fig. 12B, was an increased growth rate when proBias was decreased from the default validation value of 2.25.
The root mean squared error for the Monte Carlo cross validation value (RMMCCV) [ 36, 37] was calculated for each of the 30 trial calibration models, and then the optimal number of PLS factors was chosen as the one giving the lowest RMMCCV.
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Validation values include text, email, phone number, date, 5-digit ZIP code, 9-digit ZIP code, social security number and regular expression masking.
In sensitivity analysis, important input parameters are identified and varied 10% around their base case (validation) values.
Validation analysis showed the predicted values by RSM and ANN were close to the validation values, whereas the ANN showed the lowest deviation, 2.57%, compared to the RSM.
The calibration and validation values of SWAT model outputs obtained from the NB manure application and the original mixed (OM) manure were compared.
(3) The SWAT results obtained from the NB manure had a better calibration and validation values than those from the OM manure.
Both the calibration and the validation values obtained by using a partial least squares (PLS2) regression method indicate a good-quality model performance (slope near 1, offset near 0 and large correlation between sensors and categorised variables).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com