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The standard errors of calibration, prediction, biases and differences in them were low, which indicated that NIRS has potential to predict maturity and ripening parameters of banana nondestructively.
The standard errors of calibration, prediction, biases and differences in them were low which indicated the NIRS potential to predict internal quality parameters (TSS and pH) of mango non-destructively for both models.
Successful validation of a model means achieving satisfactory discrimination and calibration (prediction accuracy) in the validation sample.
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The high energy deposits in the calorimeter readout cells have been used to validate the signal shape reconstruction from calibration predictions at a level better than ∼2%.
Interaction energies are subsequently used for model calibration or prediction, and as part of the evaluation of the reliability index for predictions.
Homogeneous equivalents are shown to only accurately reproduce infiltration fluxes if both the calibration and prediction are made for a connected flow regime, or if both the calibration and prediction are made for a disconnected flow regime.
The level of agreement between IgG concentrations measured by RID assay and predicted by ATR assay was first assessed for both the calibration and prediction sets by a scatter plot, Pearson correlation coefficient, and the concordance correlation coefficient.
Mathematical models for calibration and prediction of some indices of maturity are proposed.
Good correlations were obtained for calibration and prediction as indicated by correlation coefficients >0.9965.
The quality of the calibration (the prediction ability) has to be approved by the EU Commission.
Calibration and prediction were performed with the aid of the partial least-squares model.
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