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Pearson coefficient of determination for validation.
Coefficient of Determination for Validation Set.
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In the validation phase of single and multi-step-ahead forecasting, it was determined that the SOM WT FFNN models provide more accurate forecasts than the SOM FFNN models (the determination coefficients for validation of the SOM FFNN and SOM WT FFNN models were 0.80 and 0.93, respectively).
The coefficient of determination r for validation was found to be 0.999.
The sample size determination for psychometric validation studies is rarely ever justified a priori.
Validations of the analytical methods on urine (with and without enzymatic degradation) were also performed (full validation for glucuronides determination, partial validation for diosmetin quantification upon enzymatic digestion; data presented in Table 4).> Differential ion-mobility mass spectrometry (DMS) was finally used for the confirmation of 3- O-Gluc as major metabolite excreted in urine.
Figures 4, 5, 6 show (i) upper panels: violin-plot distributional form of predictions and (ii) lower panels: Hosmer-Lemeshow-test parameter estimates, for determination and validation sets for each of the estimators, grouped by increasing scalar values of the Hosmer-Lemeshow parameter estimates.
At the calibration stage, coefficient of determination for full cross-validation (R2) of ≥0.70 was obtained for CEC, mc, LL, PI, LS, COLE and VS.
Coefficient of determination for full cross-validation.
The laboratory results coupled with ABAQUS/Explicit simulations provided a tool for determination and validation of the models' parameters for each material.
The model developed in this study uses five independent factors and further work, with other large data sets from phase 1 trial centres, is required for validation and determination of its use prospectively.
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CEO of Professional Science Editing for Scientists @ prosciediting.com