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Furthermore, sex was dropped as a predictive variable in the optimal AIC determined prediction model.
We assessed predictors of endoscopic findings using logistic regression models, and determined prediction rules that maximised sensitivity and positive predictive value (PPV).
We determined prediction accuracy, also assessing the impact of screw design and host material.
On the other hand, for a determined prediction error level, the larger the threshold, the less the false alarm probability as well as the less the sensitivity of the detector.
Adjusting for age, gender as well as TNM stage of patients, we determined prediction of survival at SFM conditions (HR = 2.42; CI = 1.03 5.69; p < 0.05), (Table 4, lower panel).
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If r is poorly determined, predictions will be unreliable.
This paper describes a robust method for determining prediction intervals for models derived by non-linear regression.
In order to determine prediction filter order in simulations, we mainly relied on our knowledge of input process order, and started with this order.
As some(same) values are predicted by this method and as we have their real values, we can evaluate the validation of the model by determining prediction error (Fig. 6).
In this article we demonstrate that, when evaluating a method for determining prediction intervals, interval size matters more than coverage because the latter can be fixed at a chosen confidence level with good reliability.
In other words, gene selection and classifier are coupled in determining prediction performance.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com