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Accuracy of the predictions was quantified by the root of the mean squared difference between the measured and the predicted sulfur content in the desulfurized naphtha, along with the coefficient of correlation as a measure of the goodness of fit.
The accuracy of fetal weight predictions was quantified by calculating the correlation with actual birth weight, the mean squared error, the mean absolute percentage error, and the percentage of birth weights that were predicted accurately to within ±10% and to within ±15% of the actual birth weight.
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The uncertainty of the strength predictions is quantified in the different cases.
The maximum likelihood model is then used in forecasting the fine grid performance, and the uncertainty associated with the predictions is quantified.
The accuracy of prediction was quantified by the correlation of the predicted and true breeding values.
The incremental value of pulmonary disease-related CT findings above cardiovascular imaging findings in cardiovascular event risk prediction was quantified by comparing discrimination and reclassification.
The results on prediction are quantified by a probabilistic statistical test of significance.
Along with the past measurement results, prediction is quantified with the metric defined in Section 3. Finally, a binary decision is reached so that MSE is obtained for the performance evaluations.
In the case studies, uncertainty in human dose-prediction is quantified by a systematic integration of information from various uncertain sources, and reported as a single uncomplicated plot complemented with verbal quantifiers that facilitates communication and enables informed decisions.
(A1) The effect of using the same x in both training and prediction sets was quantified by training the prediction model on the 1000 individuals with phenotype and genotype information from the first generation and predicting EBV of 500 individuals with genotype information that were randomly sampled from the second generation.
Prediction ability was quantified using the correlation between predicted and observed values in each of the TST data sets.
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