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Receiver operating characteristic curves for predicting PiB status were calculated from predictions given by tenfold cross-validated random forest models, which have been shown previously [ 27] to have efficacy in creating blood-based predictors for PiB status.
To validate the predictions given by PFANTOM, we selected 16 Arabidopsis proteins predicted by PFANTOM to be located in nucleus, Golgi apparatus, and plasma membrane (Table 2).
Thus, discrepancies between the phenotypic data collected in the Stanford data set and the predictions given by DR_SEQAN occurred in only 16.3 % of the isolates predicted to be susceptible to lopinavir, while in the case of Retrogram, ANRS or RegaInst algorithms this figure increased up to >37 %, using a cut-off value of 1.7-fold (Table 3).
Consider the predictions given by "The Impact Hazard" located at //seds.lpl.arizona.edu/nineplanets/nineplanets/meteorites.html on relationships between impactor size and expected destruction.
Finally, the predictions given by Eurocode 3 are compared with the numerical results and it is found that the predictions given by the design equations are unconservative.
In all cases, the numerical simulations agree with the analytical predictions given by Eqs.
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Comparison with experimental values for the glass/epoxy [903/0]S, [0/90]S and [0/±45]S laminates shows good agreement with the theoretical prediction given by the presented model.
In order to better verify the fatigue life prediction given by this method on another kind of notch geometry, a comparison between the method and test results on the rotating bending of specimens with key-seats, is carried out.
end{aligned}Therefore, the difference between the NN prediction (hat{x}_{T+h} ) of (x_{T+h} ) given by (13) and the SNN prediction given by (15) is the way in which the nearest neighbours employed in (12) and (14) are selected to estimate the parameters.
We tested the prediction given by Eq. (17) by fitting the binned K eq values to a function of the form K eq(v d,γ =k eq[(1−v d )/v d ] γ to determine how close γ was to its predicted value of unity.
The results of the theoretical prediction given by the newly developed combined model, in which the precipitation and the segregation component are described by Carolan and Faulkner's model and the newly developed non-equilibrium segregation model, are well in line with the experimental measurements.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com