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To investigate the behavior of predictive performance measures that are commonly used in external validation of prognostic models for outcome at intensive care units (ICUs).
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A number of metrics are available for the assessment of predictive performance.
A widely used measure of predictive performance is Brier scoring with lower scores indicative of better performance.
The peak of predictive performance was reached at one year of treatment.
Diagnostics and evaluation of predictive performance.
Next several measures of predictive performance were considered.
The consistence between our theoretical and experimental results demonstrates the good predictive performance of our theoretical models to describe the thermal behavior of porous thermal interface materials and to guide their engineering with a desired thermal conductivity.
Compared to individual models, improvement in predictive performance of approximately 10.5% (R2test of 0.685) was observed.
Predictive performance of the constructed RBFN classifier is evaluated by performing k-fold cross validation.
The predictive performance of such a simple risk score will be compared with the predictive performance of the PIAMA Risk Score.
Hence, it may be plausible that the predictive performance of our approach is affected also by the changes in parents' mobility behavior related to the health status of the kids.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com