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Relevant actors have to understand the validated Futures Maps (validation criterion 5).
Concordance between the training runs met our prespecified validation criterion.
A combined validation criterion is finally proposed to take advantage of both approaches.
In the present publication we present such a validation criterion for GEMANOVA models based on bootstrap methodology.
Are the entire validation criterion needed to ensure that a Quality Control (QC) analytical method for dissolution test is valid?
We also propose a validation criterion based on representing constraints and sets of constraints as sparse 0 1 vectors which encode their semi-lattices.
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We show that averaged squared error (ASE) is a good approximation of MISE; however, this is not the case for a cross-validation criterion.
The optimal regularization parameter is chosen by the generalized cross-validation criterion and the discrete Picard condition is employed to analyze the ill-posedness of the inverse problem.
The standard Tikhonov regularization technique with the generalized cross-validation criterion for choosing the regularization parameter is adopted for solving the resulting ill-conditioned system of linear algebraic equations.
In fact, all the above mentioned predictor weights deliver identical values for the cross-validation criterion, thus they are all equivalent solutions of the cross-validation approach.
Table 1 Results (predictor weights V, donor weights W for main application and in training period, cross-validation criterion) obtained in different ways ADH Orig.
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CEO of Professional Science Editing for Scientists @ prosciediting.com