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Estimates from the resulting 10 validation datasets were combined with Rubin's rule (for calculating AUCs) and with averaging of model predictions (for constructing calibration plots) [ 25].
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This paper proposed a novel method for constructing prediction interval based on a hydrological model ensemble.
As such, the use of chip data may represent an alternative method for constructing prediction model of HLA genes that are specific for Han Chinese populations.
Thus there are numerous combinations for constructing a set of predictions, including imputation-specific predictions (M predictions for each individual) and pooled predictions (an averaged prediction over imputed datasets for each individual).
The same small data set being used for constructing the prediction model and subsequently evaluating the prediction performance tends to give over-optimistic estimates.
In the previous study, Liu et al. [1] proposed a method for constructing a prediction model known as SLIPPER to predict SIPs, which can integrate multiple representative known properties.
The study used data collected from one version of a commercial Java application for constructing a prediction model.
This paper proposed the combination of the multi-objective optimization approach and the ensemble simulation technique to determine the optimal perturbations of distribution parameters for constructing the prediction interval of flood quantiles in FFA.
The multiple linear regression technique was used for constructing the prediction model.
The results for this example when SVM is used for constructing the prediction model are shown in figure 3B.
Thus, the distribution of age in the control group was influential for constructing a prediction model, underscoring the importance of age adjustment for the control group.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com