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Emphasis is given to guidelines set in the Regulation 519/2014/EU that specifies validation criteria for mycotoxin screening methods to be used for official control purposes.

The analyst may set the span by specifying df based on visual examination of the data, or implement generalized cross validation methods in which appropriate df are identified automatically given the data.

In both validation methods, a validation value greater than 0.5 indicates a robust and predictive model.

Both validation methods confirmed our immunohistochemical findings.

However, these validation methods are rarely used.

There are two common validation methods— cross-validation and external validation (Tong et al. 2003c).

The accuracy of these methods has been calculated with validation methods such as v-fold validation.

We used PROC GAM in SAS® (SAS Institute, Inc., Cary, North Carolina, USA), specifying automated calculation of df using the generalized cross validation method and loess smoothing, to assign df to response curves depicting calving season movement patterns in each elk.

Free text is open to the potential for spurious data input and a number of methods are provided for specifying data validation.

Fig. 3 Framework validation method.

Input prediction model, validation method.

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